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See detailThe positional value of education in the Americas: dynamics of inequality in labour market returns for highly unequal countries, 2000-2019
Ceron, Francisco UL; Chauvel, Louis UL

Scientific Conference (2022, April 22)

The article examines how the labour market value of education has changed in the context of the expansion of higher education. However, one drawback is understanding how it generates differences between ... [more ▼]

The article examines how the labour market value of education has changed in the context of the expansion of higher education. However, one drawback is understanding how it generates differences between high and low-skilled labour markets, particularly in contexts of high inequality and informality. This could be linked to specific mechanisms by which employers value educational credentials as signalled skills. Using the Luxembourg Income Study (LIS), we analyse trends over two decades in 11 American countries. Our results confirm the previous results for the claim that education has become increasingly positional, compared with the absolute model of education. However, we find that the relative gains in wages for workers with higher levels of education, as the pool of higher education graduates expand over time, increased only slightly in high-skilled occupations, while their relative gains decreased for lower-skilled occupations. This trend is present in both absolute and positional models of education. Moreover, when looking at the structure of labour markets in terms of the linkage between educational credentials and occupational groups, we higher the tertiary education specificity of occupations, the higher the earnings for workers with advantaged positions. These findings are consistent with processes of displacement of low-skilled workers due to increasing competition among highly educated workers, from the positional model of education. [less ▲]

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See detailAcademic Profile Development: An Investigation of Differentiation Processes Based on Students' Achievement and Grade Level
Breit, Moritz; Brunner, Martin; Fischbach, Antoine UL et al

Scientific Conference (2022, April 21)

Academic achievement profiles affect students’ further development, i.e., by informing educational and professional choices. However, there is a lack of knowledge on the mechanisms behind the development ... [more ▼]

Academic achievement profiles affect students’ further development, i.e., by informing educational and professional choices. However, there is a lack of knowledge on the mechanisms behind the development of academic profiles. For research on cognitive ability profiles, specifically differentiation processes, statistical tools have been developed. In the present article, we transfer these methods for differentiation research to academic achievement data. We examine differentiation depending on students’ general level of achievement and grade level in a large Luxembourgish student sample. Students’ achievements in German, French, and Math were assessed within the Luxembourg school monitoring program. We found more balanced academic profiles with increasing achievement level. We further found more balanced profiles with increasing grade level and a positive interaction effect. [less ▲]

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See detailA new R package for Finite Mixture Models with an application to pension systems
Schiltz, Jang UL; Noel, Cédric; Guigou, Jean-Daniel UL

Scientific Conference (2022, April 20)

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See detailInhomogeneities in lead halide perovskite absorbers revealed by quantitative Photoluminescence Imaging
Phirke, Himanshu UL; Singh, Ajay UL; Hieulle, Jeremy UL et al

in Phirke, Himanshu; Singh, Ajay; Hieulle, Jeremy (Eds.) et al Inhomogeneities in lead halide perovskite absorbers revealed by quantitative Photoluminescence Imaging (2022, April 20)

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See detailEsclavage, servitude, travail forcé : constitution et évolution d’un cadre conceptuel
Erpelding, Michel UL

in Marchadier, Fabien (Ed.) La prohibition de l'esclavage (2022, April 20)

This chapter examines the emergence, definition and evolution of the concepts of slavery, forced labour and servitude in international law.

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See detailTranslanguaging pedagogy and creative activism for preschool teachers, parents, and children
Aleksic, Gabrijela UL

Scientific Conference (2022, April 18)

Today’s education is impacted by the fast changes that can be very challenging for teachers, parents, and students. The need of pedagogies that will support them to navigate through these changes and ... [more ▼]

Today’s education is impacted by the fast changes that can be very challenging for teachers, parents, and students. The need of pedagogies that will support them to navigate through these changes and challenges, becomes evident, especially in highly linguistically and culturally diverse countries such as the small trilingual Grand-Duchy of Luxembourg. One of such pedagogies is translanguaging pedagogy. While translanguaging refers to the natural use of entire linguistic repertoire of bi/multilingual people, translanguaging pedagogy helps teachers to use bi/multilingual students’ unique linguistic repertoires to foster learning, comprehension, and academic achievement (Otheguy, García, & Reid, 2015). In Luxembourg, there are 64 % of four-year old children who not speak Luxembourgish at home (MENJE, 2018). Therefore, in 2017, multilingual early education has become mandatory obliging teachers to help students to develop Luxembourgish, familiarize them with French, and value their home languages. Thus, in order to support teachers’ work, there were three objectives of the present project : (1) to administer an 18-hours professional development (PD) course in translanguaging pedagogy to 40 preschool teachers, (2) to actively include students’ families in order to straighten home-school collaboration, and (3) to support children’s linguistic, socio-emotional, and cognitive development and engagement in the classroom. The PD course was divided into seven sessions on multilingual ecology, home-school collaboration, multilingual brain, and multilingual oracy and literacy, over 6 months. To evaluate the success of these aims, before and after the course, we employed teacher questionnaires, focus groups, and interviews with the teachers, parent questionnaires and interviews with the parents, and early literacy and numeracy tests in the school and home languages as well as video observations of classroom interactions with the students. Regarding the teachers, the results from the teacher questionnaire before and after the course, showed that there was a significant positive change in attitudes towards children’s multilingualism and their home languages. However, in the focus groups and the interviews, we identified that most of the teachers were open to the use children’s home languages only to develop the school language, Luxembourgish. In the analysis of the video observations of teacher/child interactions, we observed that when the home language of children was used, this immediately contributed to their well-being. However, we also observed that in some classrooms the use of children’s home languages was artificial; the teachers insisted on naming home languages instead of giving the children the opportunity to use the school language and be proud of it. Regarding the parents, the analysis of 65 questionnaires on children’s home literacy environment and the interviews showed that parental involvement is crucial for children’s linguistic and socio-emotional development. The interviewed parents shared that they would like to be more involved in the home-school collaboration but they did not know how. Although they were open for more collaboration, most of the parents thought that this should be initiated from the teachers. Finally, regarding the children, we observed the linguistic and socio-emotional development of 23 children (age 4) over one year. The children were tested in early literacy and numeracy, three times over the course of one year. When plotting the results, we identified that all children performed better in their home languages than in the school language and that there was a progress in both home and school language over one year. Furthermore, the video observations showed that when translanguaging pedagogy was used and children’s home languages were valued, children were more responsive and eager to learn and interact with others. Following these results and in order to connect teachers, parents, and children, I developed a website for teachers with the summary of important theories in multilingualism supported by many practical activities in the domain of multilingual classroom, home-school collaboration, and multilingual oracy and literacy. The website is in English, French, and German, and teachers can find a solid support for their work. Furthermore, I wrote two illustrated books for parents and children. In the illustrated book for parents the main character is a woman called Sumak who moved from another country as a refugee and is forced to learn a new language in a society she does not fit in. A storytelling workshop will allow teachers and parents to share their experience and connect on a deeper level. In the book for children, the main character is a girl called Mara who moved to a new country and does not understand the school language. She is sad and angry and tries to find solutions, for example, in music. The book contains a CD with in which the character Mara sings the song in Mara’s language, allowing teachers and children to hear that it is ok to speak in a language they do not understand. The illustrated books exist in English, French, Serbian, Portuguese, and German. These creations are an act of creative activism, which are “transformative interventions in order to change society for the better by communicating conflicts and/or solutions where no one else can or will in order to provoke reflection (and consequent behavioral changes)” (Harrebye, 2016, p. 25). Finally, this is an act of going beyond the horizons and the project results, and reimagining everything, especially playing with new ideas and applying those through specific creative acts that bring teachers, parents, and children together. The Conference will allow me to showcase these creative interventions, discuss their impact on the schools, and offer them to international researchers who work in education and beyond. References Ministry of National Education, Childhood and Youth [MENJE]. (2018). Les chiffres clés de l'Éducation nationale: statistiques et indicateurs - Année scolaire 2016-2017 [Key numbers of the national education: statistics and indicators – School year 2016-2017]. Retrieved from http://www.men.public.lu/fr/actualites/publications/themes-transversaux/statistiques-analyses/chiffres-cles/index.html Harrebye S.F. (2016) Creative activism today. In: Social change and creative activism in the 21st century. London: Palgrave Macmillan. Otheguy, R., García, O., & Reid, W. (2015). Clarifying translanguaging and deconstructing named langauges: A perspective from linguistics. Applied Linguistic Review, 6(3), 281–307. [less ▲]

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See detailThe effect of dataset confounding on predictions of deep neural networks for medical imaging
Garcia Santa Cruz, Beatriz UL; Husch, Andreas UL; Hertel, Frank UL

in Vol. 3 (2022): Proceedings of the Northern Lights Deep Learning Workshop 2022 (2022, April 18)

The use of Convolutional Neural Networks (CNN) in medical imaging has often outperformed previous solutions and even specialists, becoming a promising technology for Computer-aided-Diagnosis (CAD) systems ... [more ▼]

The use of Convolutional Neural Networks (CNN) in medical imaging has often outperformed previous solutions and even specialists, becoming a promising technology for Computer-aided-Diagnosis (CAD) systems. However, recent works suggested that CNN may have poor generalisation on new data, for instance, generated in different hospitals. Uncontrolled confounders have been proposed as a common reason. In this paper, we experimentally demonstrate the impact of confounding data in unknown scenarios. We assessed the effect of four confounding configurations: total, strong, light and balanced. We found the confounding effect is especially prominent in total confounder scenarios, while the effect on light and strong confounding scenarios may depend on the dataset robustness. Our findings indicate that the confounding effect is independent of the architecture employed. These findings might explain why models can report good metrics during the development stage but fail to translate to real-world settings. We highlight the need for thorough consideration of these commonly unattended aspects, to develop safer CNN-based CAD systems. [less ▲]

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See detailA performance-oriented comparative study of the Chapel high-productivity language to conventional programming environments
Helbecque, Guillaume André Marcel UL; Gmys, Jan; Carneiro Pessoa, Tiago UL et al

in PMAM '22: Proceedings of the Thirteenth International Workshop on Programming Models and Applications for Multicores and Manycores (2022, April 18)

The increase in complexity, diversity and scale of high performance computing environments, as well as the increasing sophistication of parallel applications and algorithms call for productivity-aware ... [more ▼]

The increase in complexity, diversity and scale of high performance computing environments, as well as the increasing sophistication of parallel applications and algorithms call for productivity-aware programming languages for high-performance computing. Among them, the Chapel programming language stands out as one of the more successful approaches based on the Partitioned Global Address Space programming model. Although Chapel is designed for productive parallel computing at scale, the question of its competitiveness with well-established conventional parallel programming environments arises. To this end, this work compares the performance of Chapel-based fractal generation on shared- and distributed-memory platforms with corresponding OpenMP and MPI+X implementations. The parallel computation of the Mandelbrot set is chosen as a test-case for its high degree of parallelism and its irregular workload. Experiments are performed on a cluster composed of 192 cores using the French national testbed Grid'5000. Chapel as well as its default tasking layer demonstrate high performance in shared-memory context, while Chapel competes with hybrid MPI+OpenMP in distributed-memory environment. [less ▲]

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See detailSustainability and Circular Economy in Learning Factories – Case Studies
Weyand, Astrid; Thiede, Sebastian; Mangers, Jeff UL et al

in SSRN (2022, April 11)

Since the mitigation of climate change is one of the biggest challenges to face on a global scale, the topic has become more relevant also in industrial context. Learning factories have proven to be ... [more ▼]

Since the mitigation of climate change is one of the biggest challenges to face on a global scale, the topic has become more relevant also in industrial context. Learning factories have proven to be suitable environments to address and convey competencies to tackle industrial challenges in an interactive way. Hence, several learning factories are already dealing with sustainability topics in various use cases. This paper strives to present a state of the art of sustainability and circular economy in learning factories. Therefore, a classification framework is developed based on the state of the art of several learning factories and existing literature regarding the topic. This framework is then used to systematically describe the different activities regarding sustainability and circular economy that are currently ongoing in learning factories worldwide. This can be used to get an idea about the different aspects of the topic and how to address them, but furthermore also offers assistance to identify “blind spots” which could and should be addressed in learning factories in the future. [less ▲]

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See detailDifferential Phase Compensation in Over-the-air Precoding Test-bed for a Multi-beam Satellite
Martinez Marrero, Liz UL; Merlano Duncan, Juan Carlos UL; Querol, Jorge UL et al

Scientific Conference (2022, April 10)

This article presents a closed-loop differential phase compensation system for a precoding-enabled multibeam satellite forward link and its validation by live experiments on a GEO satellite scenario. The ... [more ▼]

This article presents a closed-loop differential phase compensation system for a precoding-enabled multibeam satellite forward link and its validation by live experiments on a GEO satellite scenario. The precoding operation avoids inter-beam interference and maximizes the spectrum efficiency by full frequency reuse as an alternative to the traditional two-color or four-color reuse methods proposed in the DVB-S2 standard. However, the satellite payload introduces differential phase and frequency impairments, which can degrade the precoding performance. This work describes the implementation of the differential phase and frequency tracking and compensation loop in an end-to-end testbed over a multibeam satellite system with independent local oscillators. The developed system performs end-to-end real-time communication over the satellite link, including channel measurements and precompensation. Results are validated by an over-the-air demonstration using two beams of the SES-14 multibeam satellite. Each beam is transmitted by independent transponders, which results in differential frequency and phase offsets due to the transponder undisciplined local oscillators. This phase offset makes it impossible to use precoding without the phase compensation loop. We prove that the implemented system can successfully track and compensate the differential phase and frequency to improve precoding performance. [less ▲]

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See detailMaximizing the Number of Served Users in a Smart City using Reconfigurable Intelligent Surfaces
Zivuku, Progress UL; Kisseleff, Steven UL; Nguyen, van Dinh UL et al

in Proceedings of IEEE Wireless Communications and Networking Conference (WCNC) (2022, April 10)

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See detailD-ViNE: Dynamic Virtual Network Embedding in Non-Terrestrial Networks
Maity, Ilora UL; Vu, Thang Xuan UL; Chatzinotas, Symeon UL et al

in IEEE Wireless Communications and Networking Conference (WCNC) (2022, April 10)

In this paper, we address the virtual network embedding (VNE) problem in non-terrestrial networks (NTNs) enabling dynamic changes in the virtual network function (VNF) deployment to maximize the service ... [more ▼]

In this paper, we address the virtual network embedding (VNE) problem in non-terrestrial networks (NTNs) enabling dynamic changes in the virtual network function (VNF) deployment to maximize the service acceptance rate and service revenue. NTNs such as satellite networks involve highly dynamic topology and limited resources in terms of rate and power. VNE in NTNs is a challenge because a static strategy under-performs when new service requests arrive or the network topology changes unexpectedly due to failures or other events. Existing solutions do not consider the power constraint of satellites and rate limitation of inter-satellite links (ISLs) which are essential parameters for dynamic adjustment of existing VNE strategy in NTNs. In this work, we propose a dynamic VNE algorithm that selects a suitable VNE strategy for new and existing services considering the time-varying network topology. The proposed scheme, D-ViNE, increases the service acceptance ratio by 8.51% compared to the benchmark scheme TS-MAPSCH. [less ▲]

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See detailMusique à vent pendant l'occupation nazie au Luxembourg de 1940 à 1944
Sagrillo, Damien François UL

Scientific Conference (2022, April 09)

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See detailThe Instrumental Turn of Nationality: An Investment Law Perspective
Garcia Olmedo, Javier UL

Scientific Conference (2022, April 08)

This workshop takes a holistic approach to examine the role and future of nationality in a globalised world, taking citizenship by investment (CBI) schemes as a point of departure. It explores the ... [more ▼]

This workshop takes a holistic approach to examine the role and future of nationality in a globalised world, taking citizenship by investment (CBI) schemes as a point of departure. It explores the implications and impacts of CBI schemes, followed by a discussion on the instrumental turn of nationality in different areas, including EU law, private international law, human rights law, immigration law, diplomatic protection and international investment law. [less ▲]

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See detailAbstract: The Importance of Dataset Choice Lessons Learned from COVID-19 X-ray Imaging Models
Garcia Santa Cruz, Beatriz UL; Bossa, Matias Nicolas UL; Soelter, Jan et al

in Bildverarbeitung für die Medizin 2022. Informatik aktuell. Springer Vieweg, Wiesbaden. (2022, April 05)

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See detailEmpathy in Design Scale: Development and Initial Insights
Drouet, Luce UL; Bongard, Kerstin UL; Koenig, Vincent UL et al

in Proceedings of the Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (2022, April)

Empathy towards users is crucial to the design of user-centered technologies and services. Previous research focused on defining empathy and its role in the design process for triggering empathy for end ... [more ▼]

Empathy towards users is crucial to the design of user-centered technologies and services. Previous research focused on defining empathy and its role in the design process for triggering empathy for end-users. However, there is a lack of empathy measurement instruments in design. Most previous work focused on designers, overlooking the need for other stakeholders to develop empathy towards the users to break organizational silos and deliver high-quality user-centered services and products. In this contribution, we share the preliminary stages of the development of an empathy scale for service design. We build on empathy literature from psychology and design to define 18 items representing four empathy dimensions. We report on the definition of these dimensions and their underlying items, and present preliminary studies in which we reviewed the first version of the scale with experts and stakeholders. [less ▲]

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See detailHabilyzer: Empowering Office Workers to Investigate their Working Habits using an Open-Ended Sensor Kit
van Bussel, Tjeu; van den Heuvel, Roy; Lallemand, Carine UL

in Proceedings of the Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (2022, April)

Office work presents health and wellbeing challenges, triggered by unhealthy working habits or environmental factors. While technologies for vitality in the office context gain popularity, they are often ... [more ▼]

Office work presents health and wellbeing challenges, triggered by unhealthy working habits or environmental factors. While technologies for vitality in the office context gain popularity, they are often solution-focused and fall short in acknowledging personal needs. Building on approaches from personal informatics, we see value in opening up the design space of tracking and sensing technologies for office workers. We designed and deployed an open-ended sensor kit and conducted two complementary studies to investigate the value of empowering office workers to investigate their own working habits. Findings show that Habilyzer triggers curiosity about working habits, and wireless sensors contribute to inquire into those habits, possibly supported by additional tools. We contribute new insights into how an open-ended sensor kit can be designed to support self-tracking practices and underlying reflections in the underexplored context of office work. It is an alternative approach to workplace vitality, moving from solution-oriented technologies to inquiry-enabling tools. [less ▲]

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See detailPhysical Journey Maps: Staging Users’ Experiences to Increase Stakeholders’ Empathy towards Users
Lallemand, Carine UL; Lauret, Jessie; Drouet, Luce UL

in Proceedings of the Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (2022, April)

Customer Journey Mapping is a widespread service design tool that synthesizes and communicates user research insights to stakeholders. In its common form, a journey map is a synthetic (typically non ... [more ▼]

Customer Journey Mapping is a widespread service design tool that synthesizes and communicates user research insights to stakeholders. In its common form, a journey map is a synthetic (typically non-interactive) visualization of the key steps of the users’ experience with a service or product. By decomposing the elements of a journey map and staging them under the form of a physical and interactive installation, we intend to leverage the power of journey mapping to break silos and prompt employees within an organization to discover end-users journeys in a compelling and empathic way. This aims to support the user-centered maturity of the organization by developing employees’ curiosity and empathy towards users. We illustrate this approach through a case study on railway passengers’ experiences. We explore the value of richer transfers of user research insights through physical journey maps and discuss design processes and mediums enabling journey maps to come to life. [less ▲]

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See detailFontana: Triggering Physical Activity and Social Connectedness through an Interactive Water Installation
van Renswouw, Loes; van Hamersveld, Yvonne; Huibers, Hugo et al

in Proceedings of the Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (2022, April)

Promoting healthy and active lifestyles is an important objective for many governing agencies. The design of active urban environments can be an effective tool to encourage more active behaviors and water ... [more ▼]

Promoting healthy and active lifestyles is an important objective for many governing agencies. The design of active urban environments can be an effective tool to encourage more active behaviors and water features can attract people, improving their experience of the urban space. To explore the potential of these concepts, we designed Fontana; an interactive public installation that aims to stimulate physical activity and social connectedness in the urban outdoor space, using the multidimensional attractiveness of water. We focus on the use of embedded interactive technology to promote physical activity, using water as a linking element between users. Adopting a research-through-design approach, we explored how such installations can nudge people into an active behavior while additionally strengthening social connectedness, using inclusive design principles. We report on insights gathered through this case study and findings of a preliminary user test, discussing the implications of this work for design researchers and practitioners. [less ▲]

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See detailEduCHI 2022 - 4th Annual Symposium on HCI Education
McDonald, Craig; St-Cyr, Olivier; Gray, Colin M. et al

in Proceedings of the CHI 2022 Conference on Human Factors in Computing Systems (2022, April)

EduCHI 2022 will bring together an international community of scholars, practitioners, and researchers to shape the future of Human-Computer Interaction (HCI) education. Held as part of the CHI 2022 ... [more ▼]

EduCHI 2022 will bring together an international community of scholars, practitioners, and researchers to shape the future of Human-Computer Interaction (HCI) education. Held as part of the CHI 2022 conference, the two-day symposium will feature in- teractive discussions about trends, curricula, pedagogies, teaching practices, and current and future challenges facing HCI educators. In addition to providing a platform to share curriculum plans and teaching materials, EduCHI 2022 will also provide opportunities for HCI educators to learn new instructional strategies and deepen their pedagogical knowledge. [less ▲]

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See detailTowards CBDC-based Machine-to-Machine Payments in Consumer IoT
Pocher, Nadia UL; Zichichi, Mirko

in Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing (SAC '22) (2022, April)

The technological advancement of the Internet of Things (IoT) is a well-known phenomenon that mainly affects industrial sectors but also consumers in everyday life. The use of Consumer IoT, i.e. CIoT ... [more ▼]

The technological advancement of the Internet of Things (IoT) is a well-known phenomenon that mainly affects industrial sectors but also consumers in everyday life. The use of Consumer IoT, i.e. CIoT, devices is increasing, and they are paving the way for a Machine-to- Machine (M2M) communication that could highly enrich consumer services. In this paper we position ourselves in the narrowing gap between the world of CIoT and the world of money, and we explore the emerging interaction between the payment needs of a M2M Economy and the “new ways of payment”. Indeed, the advent of Dis- tributed Ledger Technology and cryptocurrencies has introduced a tech-oriented dynamism in the monetary and financial sphere. Accordingly, central banks all over the world have started investi- gations into digital fiat money , i.e., “retail” Central Bank Digital Currencies (CBDCs). Against this backdrop, we analyze the inte- gration of retail CBDC models into M2M and CIoT dynamics, while heeding regulation-by-design and compliance-by/through-design methodologies, and we propose a preliminary model of integration between a two-tier retail CBDC architecture and CIoT. [less ▲]

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See detailEffects of various outdoor conditions on Structural Health Monitoring (SHM) of bridges using data from Luxembourg
Dakhili, Khatereh UL; Kebig, Tanja; Maas, Stefan UL

in VDI-Berichte 2379, 7. VDI-Fachtagung Baudynamik 27. und 28. April 2022, Würzburg (2022, April)

An increasing number of bridges are approaching the end of their service life due to corrosion and fatigue. Damages can be detected by performing regular measurements of characteristic values and ... [more ▼]

An increasing number of bridges are approaching the end of their service life due to corrosion and fatigue. Damages can be detected by performing regular measurements of characteristic values and comparing them with reference state data when there is no damage in the bridge. Unfortunately, environmental factors such as temperature variations have a considerable impact on the measurements and structural properties, such as stiffness. Since these environmental effects can be in the same order as damage, it is important to quantify them and reduce their effect before damage assessment. This paper aims to establish a correct reference model by investigating the parameters that affect structural responses. Doing so enables discrimination between structural property changes caused by damage and parameters such as temperature variations, load uncertainties, and various bearings. In this regard, several static and dynamic experiments are performed on a full scale undamaged prestressed concrete beam from a demolished bridge, and the results are reported. [less ▲]

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See detailIndividual factors and beliefs determining COVID-19 vaccination willingness
Pauly, Laure UL; Klee, Matthias UL; Paccoud, Ivana UL et al

Poster (2022, April)

Background: High vaccination coverage rates are necessary to reduce infections and transmissions of the SARS-CoV-2 virus causing COVID-19 and to allow successful mitigation of the current pandemic. To ... [more ▼]

Background: High vaccination coverage rates are necessary to reduce infections and transmissions of the SARS-CoV-2 virus causing COVID-19 and to allow successful mitigation of the current pandemic. To date, we are still lacking information to explain the hesitancy in Luxembourg towards uptake of the available COVID-19 vaccines. The present study explored motivations for and against vaccination in a population-representative sample of residents across Luxembourg to identify hesitant groups and develop strategies to increase population immunity against SARS-CoV-2. Methods: In the framework of the nationwide, representative longitudinal CON-VINCE study, a sample of 1589 respondents (49.6% women, 84.3% Luxembourg nationality) ranging from 18-84 years, participated in the survey in spring 2021. The protocol of the CON-VINCE study has been described in detail elsewhere (Snoeck et al. 2020). Results: 52% of the respondents had at least partial vaccination at time of assessment between April to June 2021. The most common reasons for vaccination of those willing to be vaccinated (81.2%) were altruistic motivations. Prevalent reasons against vaccination for those undecided (8.7%) or reluctant (10.2%) to be vaccinated were that the vaccine had not been tested sufficiently and the fear of long-term vaccine side effects. Only very few of the vaccination-hesitant or -reluctant respondents reported that they did not believe in vaccination in general. Conclusion: The present study identified motivations for and against COVID-19 vaccination and determined demographic and socio-economic factors associated with vaccination willingness. To increase vaccination rates, public health communication needs to target those unsure or unwilling to be vaccinated. We will continue to study the vaccination uptake in the Luxembourg population, as CON-VINCE is now part of the H2020-funded international ORCHESTRA project (https://orchestra-cohort.eu), research into comparing these results on a Pan-European level. [less ▲]

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See detailThe Candy Workshop: Supporting Rich Sensory Modalities in Constructive Data Physicalization
Lallemand, Carine UL; Oomen, Maud

in Proceedings of the Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (2022, April)

Constructive data physicalization (i.e. the creation of visualizations by non-experts using physical elements) is a promising research area in a context of rapid democratization of data collection and ... [more ▼]

Constructive data physicalization (i.e. the creation of visualizations by non-experts using physical elements) is a promising research area in a context of rapid democratization of data collection and visualization, driven notably by the quantified-self movement. Despite a prolific body of work developed to explore physicalization as a mean to communicate data to individuals, little is known about how people transform data into physical artefacts. Current research also falls short in studying constructive physicalizations using other sensory modalities than sight or touch. Building on the principles of data edibilization, we propose to use candies as a medium to study constructive data physicalization processes, due to their ability to leverage multiple sensory channels. We conducted a preliminary study (candy workshop) to gain insights into how people make use of various sensory modalities in the construction of data physicalizations. We hope to inspire new research using candies as accessible research material. [less ▲]

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See detailHabilyzer: A User-Driven Open-Ended Sensor Kit for Office Workers
van den Heuvel, Roy; van Bussel, Tjeu; Lallemand, Carine UL

in Proceedings of the Extended Abstracts of the 2022 CHI Conference on Human Factors in Computing Systems (2022, April)

Office work presents health and wellbeing challenges, triggered by working habits or environmental factors. While technological interventions gain popularity in the workplace, they often fall short of ... [more ▼]

Office work presents health and wellbeing challenges, triggered by working habits or environmental factors. While technological interventions gain popularity in the workplace, they often fall short of acknowledging personal needs. Building on approaches from personal informatics, we present our vision on the use of user-driven, situated sensor probes in an office context and how the community might deal with complex yet timely questions around the use of data to empower people in becoming explorers of their own habits and experiences. We demonstrate Habilyzer, an open-ended sensor toolkit for office workers, which enables user-driven explorations in self-tracking their work routines. This research contributes an alternative approach to improving working habits and vitality in the workplace, moving from solution-oriented technologies to inquiry-enabling tools. Through this demonstration, we also aim to trigger discussions on the use of sensors and data in the office context, in the light of privacy, consent and data ownership. [less ▲]

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See detailOptimizing the Use of the Sentence Completion Survey Technique in User Research – A Case Study on the Experience of E-Reading
Lallemand, Carine UL; Mercier, Emeline

in Proceeding of the CHI 2022 Conference on Human Factors in Computing Systems (2022, April)

Sentence completion, originally a semi-projective psychological technique, has been used as an effective and lightweight user research method in user experience (UX) design. More information is yet still ... [more ▼]

Sentence completion, originally a semi-projective psychological technique, has been used as an effective and lightweight user research method in user experience (UX) design. More information is yet still needed to understand how different sentence stems probe users’ insights, thereby providing recommendations for effective sentence completion surveys. We used the completion method on a large-scale sample to explore (e-)readers’ experiences and needs. Depending on their reading habits, participants (N=1880) were asked to complete a set of sentences, as part of a web survey. With 14143 user ideas collected in two weeks, our results confirm that remote online sentence completion is a cost-effective data collection method able to uncover feelings, attitudes, motivations, needs, or frustrations. Variation in sentence stems affected collected data in terms of item response rate, idea quantity as well as variety and originality. Building on previous research, this paper delivers actionable insights to optimize the richness of sentence completion outputs. [less ▲]

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See detailData-Enabled Design: Hands-on Teaching Activities to Onboard Design Students in the Use of Sensor Data as a Creative Material
Lallemand, Carine UL; van den Heuvel, Roy; van Renswouw, Loes et al

Scientific Conference (2022, April)

This contribution presents two hands-on teaching activities introducing the use of sensor data to design students. We designed two sequential workshops to educate on why and how to use data as a creative ... [more ▼]

This contribution presents two hands-on teaching activities introducing the use of sensor data to design students. We designed two sequential workshops to educate on why and how to use data as a creative material in the design process and provide students with the technical means to quickly prototype connected data-collecting probes. Workshop 1 (Human Sensors) consists of a role-play exercise where teams of students simulate the collection of data in-situ by acting out various sensor types. In workshop 2 (Coffee Cup Challenge), students build their own data-collection artefacts using sensors. Modular, both activities can be adapted to any similar course that uses sensor technologies and data to conduct user research and extract insights to be used in the design process. We describe the activities in detail, provide generalizable materials, and reflect on their use, supported by student reflections and insights from our teaching practice. [less ▲]

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See detailA Qualitative Study on the Sources, Impacts, and Mitigation Strategies of Flaky Tests
Habchi, Sarra UL; Haben, Guillaume UL; Papadakis, Mike UL et al

in A Qualitative Study on the Sources, Impacts, and Mitigation Strategies of Flaky Tests (2022, April)

Test flakiness forms a major testing concern. Flaky tests manifest non-deterministic outcomes that cripple continuous integration and lead developers to investigate false alerts. Industrial reports ... [more ▼]

Test flakiness forms a major testing concern. Flaky tests manifest non-deterministic outcomes that cripple continuous integration and lead developers to investigate false alerts. Industrial reports indicate that on a large scale, the accrual of flaky tests breaks the trust in test suites and entails significant computational cost. To alleviate this, practitioners are constrained to identify flaky tests and investigate their impact. To shed light on such mitigation mechanisms, we interview 14 practitioners with the aim to identify (i) the sources of flakiness within the testing ecosystem, (ii) the impacts of flakiness, (iii) the measures adopted by practitioners when addressing flakiness, and (iv) the automation opportunities for these measures. Our analysis shows that, besides the tests and code, flakiness stems from interactions between the system components, the testing infrastructure, and external factors. We also highlight the impact of flakiness on testing practices and product quality and show that the adoption of guidelines together with a stable infrastructure are key measures in mitigating the problem. [less ▲]

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See detailConceptualising the Legal Notion of ‘State of the Art’ in the Context of IT Security
Schmitz, Sandra UL

in Friedewald, Michael; Krenn, Stephan; Schiffner, Stefan (Eds.) et al Privacy and Identity Management. Between Data Protection and Security (2022, March 31)

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See detailSanierung erhaltenswürdiger Gebäude in der Südeifel mit regionaltypischen Bruch-steinmauerwerk im Kontext der Innendämmung
Müller, Lukas; Latz, Sebastian UL; Thewes, Andreas UL

in Bauphysiktage Kaiserslautern (2022, March 29), 5

Um eine Innendämmung, welche an Bestandsgebäuden oftmals aufgrund baurechtlicher Einschränkungen die einzige Möglichkeit zur thermischen Ertüchtigung der Fassade darstellt, entsprechend planen und ... [more ▼]

Um eine Innendämmung, welche an Bestandsgebäuden oftmals aufgrund baurechtlicher Einschränkungen die einzige Möglichkeit zur thermischen Ertüchtigung der Fassade darstellt, entsprechend planen und nachweisen zu können, sollten die bauphysikalischen Randbedingungen der Außenfassade sowie des darunterliegenden Bruchsteinmauerwerks messtechnisch erfasst und entsprechend gedeutet werden. Mit Hilfe korrekt abgeschätzter Ein-gangsparameter für notwendige, hygrothermische Berechnungen lassen sich spätere Bauschäden, welche die Folge eines fehlerhaften Sanierungskonzepts wären, weitestgehend ausschließen. Diese Studie befasst sich mit typischen Baustoffen für die „Südeifel“ (Sandstein, Schiefer und Kalkstein). An drei realen Wohngebäuden wurden entsprechende Messungen durchgeführt und deren Einfluss auf die Planung einer Innendämmmaßnahme untersucht. Die Ergebnisse wurden zusammengeführt und dienen als Grundlage für möglichst realitätsnahe, dynamische Simulationen. [less ▲]

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See detailThe History of Cross-Border Cooperation: some historiographical remarks
Brüll, Christoph UL

Scientific Conference (2022, March 24)

What is Cross-Border Cooperation? How to write the History of Cross-Border Cooperation? The contribution explores the historiography in the field and presents two case studies (Euregio Meuse-Rhine and ... [more ▼]

What is Cross-Border Cooperation? How to write the History of Cross-Border Cooperation? The contribution explores the historiography in the field and presents two case studies (Euregio Meuse-Rhine and Europäische Vereinigung Eifel-Ardennen). It focusses on the sources that could be used for such a history and on difficulties regarding archival research. [less ▲]

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See detailSeeking A Balanced Investment Protocol in the African Continental Free Trade Area (AfCTA)
Garcia Olmedo, Javier UL

Scientific Conference (2022, March 21)

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See detailLa relecture entre pairs : un levier de motivation de la pratique de l’écrit
Lejot, Eve UL

Scientific Conference (2022, March 17)

Les enseignants corrigent et donnent des conseils d’amélioration à leurs apprenants, mais les commentaires des enseignants sont parfois mal compris (Cole, Coats, Lentell 1986 ; Smith 1997), alors que la ... [more ▼]

Les enseignants corrigent et donnent des conseils d’amélioration à leurs apprenants, mais les commentaires des enseignants sont parfois mal compris (Cole, Coats, Lentell 1986 ; Smith 1997), alors que la relecture entre pairs apporte un échange avec moins de pression (Lejot 2017). Cet échange se fait à un niveau de hiérarchie égal et facilite la négociation de sens des éléments du texte. Néanmoins, certains élèves pointent le manque de qualification des pairs pour remplacer les commentaires des professeurs dans l’enseignement supérieur (Rollinson 2005). Cette démarche trouve toute sa force pour les doctorants. Mis en place sur un semestre, ce système fermé de relecture et de commentaires reçus en boucle est bénéfique et motivant pour ces derniers. Dans les ateliers interdisciplinaires sur les compétences transversales et en l'occurrence celle de l'écrit académique, les doctorants soulignent l’énergie, la réflexion commune et le soutien que leur a apporté la relecture de texte d'un pair et d'être eux-mêmes relus (Lejot 2017). Relire est formateur et être compris par des chercheurs pairs fait faire un grand pas en termes de cohérence d'écriture et d'argumentation bien articulée à ces groupes des écoles doctorales. [less ▲]

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See detailHerausforderungen und Zukunftsperspektiven des Sachunterrichts im Fokus von Migration und Mehrsprachigkeit
Andersen, Katja Natalie UL; Peschel, Markus; Neuböck-Hubinger, Brigitte

Scientific Conference (2022, March 11)

Ein zukunftsfähiger Sachunterricht nimmt auf lebensweltliche Erfahrungen, (Fach)Sprache und aktuelle Entwicklungen zu Migration und Mehrsprachigkeit Bezug (Kahlert 2016). Dazu bedarf es einer ... [more ▼]

Ein zukunftsfähiger Sachunterricht nimmt auf lebensweltliche Erfahrungen, (Fach)Sprache und aktuelle Entwicklungen zu Migration und Mehrsprachigkeit Bezug (Kahlert 2016). Dazu bedarf es einer partizipativen Zusammenführung aller Wissens- und Erfahrungsbereiche im Klassenraum (vgl. Stoltenberg 2004). Das Symposium diskutiert Zukunftsperspektiven für die Entwicklung und Umsetzung von Aufgabenstellungen im Sachunterricht, dargestellt anhand des Themenkomplexes „Schwimmen und Sinken“. Aus unterschiedlichen Blickwinkeln wird der Frage nachgegangen, wie zukünftig Aufgaben gestaltet sein müssen, um eine sprachlich heterogener werdende Schülerschaft in der aktiven Auseinandersetzung mit der Sache zu unterstützen. Ausgehend von einer Klärung der fach-sprachlichen Begrifflichkeiten und der fachlichen Anschlussfähigkeit von Phänomenen und Konzepten zum Thema werden Ergebnisse erster explorativer Untersuchungen entsprechender Aufgaben vorgestellt und aus fachlicher und sprachlicher Sicht diskutiert. Auf der Planungsebene wird die Text-Bild-Kommunikation in Schulbuchaufgaben als Ausgangspunkt gewählt, um den Prozess der didaktischen Rekonstruktion von Aufgaben zu erörtern. Auf der Umsetzungsebene wird sich mit dem Problem mangelnder fachinhaltlicher und -methodischer Kompetenzen der Lehrkräfte auseinandergesetzt, um Forderungen für die Qualifizierung zu formulieren – auch im Hinblick auf die wachsende Mehrsprachigkeit der Schüler*innen. Ziel des Symposiums ist es, zukünftige Entwicklungsfelder mit Blick auf Aufgaben und Lehrer*innenbildung – am Beispiel des Themas „Schwimmen und Sinken“ – aufzuzeigen und vor dem Hintergrund aktueller Entwicklungen zu diskutieren. [less ▲]

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See detailDie Bedeutung der Schule für Gesundheit und Wohlbe- finden von Schülerinnen und Schülern: Ergebnisse der HBSC Surveys 2018 in Luxemburg
van Duin, Claire UL; Heinz, Andreas UL; Willems, Helmut Erich UL

Scientific Conference (2022, March 10)

Neben der Familie ist die Schule für Kinder und Jugendliche ein wichtiges Umfeld. Hier verbringen sie einen großen Teil des Tages, hier treffen sie ihre Freunde, und ihre schulischen Leistungen bestimmen ... [more ▼]

Neben der Familie ist die Schule für Kinder und Jugendliche ein wichtiges Umfeld. Hier verbringen sie einen großen Teil des Tages, hier treffen sie ihre Freunde, und ihre schulischen Leistungen bestimmen wesentlich mit, welchen beruflichen Weg sie später einschlagen können. Dementsprechend hat die Schule als sozialer Kontext einen großen Einfluss auch auf das Wohlbefinden und gesundheitliche Befindlichkeiten der Schüler. Positive schulische Erfahrungen können eine Ressource für Wohlbefinden sein, negative Erfahrungen können die psychische und physische Gesundheit beeinträchtigen. Da es sich bei HBSC um eine Befragung handelt, die in der Schule durchgeführt wird und da die Schule ein wichtiges soziales Umfeld ist, werden auch mehrere Fragen zur Schule gestellt. Im Vortrag werden zunächst aktuelle Ergebnisse aus Luxemburg zum schulischen Kontext präsentiert und international eingeordnet. So wird schon seit mehreren Befragungen erhoben, ob die Schüler die Schule mögen, ob sie sich durch die Schularbeit gestresst fühlen und wie sie die Beziehungen zu ihren Klassenkameraden und den Lehrern bewerten und ob sie viel auf der Ebene der Klasse und der Schule mitbestimmen können. In einem zweiten Schritt wird mit Hilfe einer Clusteranalyse untersucht, ob es typische Konstellationen gibt, d. h. Gruppen von Schülern, die sich in ihren Schulerfahrungen möglichst stark ähneln. Aus der HBSC-Studie ist bekannt, dass es zahlreiche Zusammenhänge zwischen diesen Erfahrungen gibt. Wenn solche kohärenten Gruppen identifiziert werden können, dann kann eine darauf basierende Typologie helfen, die komplexen Zusammenhänge zwischen zahlreichen Variablen in komprimierter Form darzustellen. Im konkreten Fall wurden 4 schulbezogene Einstellungen und Bewertungen dazu genutzt, um solche Gruppen zu identifizieren. Diese Gruppen/Cluster werden zunächst anhand der Variablen beschrieben, die zur Gruppenbildung genutzt wurden. Die Analyse zeigt, dass es bezüglich der Schulerfahrungen fünf in sich homogene Cluster gibt. Cluster 1, in dem sich der größte Anteil der Schüler (28.8%) befindet, ist durch allgemein positive Schulerfahrungen gekennzeichnet. Die Schüler in dieser Gruppe mögen die Schule, sie berichten von einem guten Klassenklima und sie geben an, kaum durch die Schularbeit gestresst zu sein. Darüber hinaus berichten diese Schüler über ein gutes Verhältnis zu ihren Lehrern. Cluster 2 ist durch Schüler gekennzeichnet, deren Schulerfahrungen überwiegend positiv sind (sie mögen die Schule und sie haben ein gutes Verhältnis zu den Mitschülern und Lehrern), die sich aber durch die Schularbeit gestresst fühlen, was sich negativ auf ihr allgemeines Wohlbefinden auswirkt. Cluster 3 zeichnet sich durch Schüler aus, die über ein geringes Maß an Stress berichten und insgesamt durchschnittliche Werte für die schulbezogenen Variablen wie Beziehungen zu ihrem Lehrer und das Klassenklima aufweisen. In Cluster 4 befinden sich die Schüler, die viel Schulstress erfahren, relativ schlechte Beziehungen zu ihren Lehrern haben und die Schule im Allgemeinen nicht mögen. Allerdings berichten diese Schüler von einem guten Klassenklima. Dieses Cluster umfasst 14.7% der Schüler und ist damit das kleinste Cluster. Cluster 5 besteht aus Schülern mit durchweg negativen Schulerfahrungen und ist damit das Gegenteil von Cluster 1. Die Schüler in Cluster 5 haben viel Schulstress, sind nicht gerne in der Schule und berichten von schlechteren Beziehungen zu ihren Lehrern und Mitschülern im Vergleich zu den Schülern in den anderen Clustern. Die weitere Beschreibung der Cluster mit Hilfe von soziodemografischen Variablen, anderen schulbezogenen Variablen und gesundheitsbezogenen Ergebnisvariablen wird zeigen, dass die gefundenen Gruppen in sich kohärent sind bezüglich der schulbezogenen Variablen, und dass sie zudem mit gesundheitsbezogenen und mit soziodemografischen Variablen korrelieren. [less ▲]

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See detailThe Digital Archive and the Politics of Digitisation
Zaagsma, Gerben UL

Scientific Conference (2022, March 10)

In this paper I will discuss key parameters of the politics of digitisation within a broader historical and global context with the aim to encourage further debate on its implications for historical ... [more ▼]

In this paper I will discuss key parameters of the politics of digitisation within a broader historical and global context with the aim to encourage further debate on its implications for historical research. In the first part, I will outline the global dimensions of the politics of digital cultural heritage with a particular focus on developments within and between Europe and Africa, framed within the broader context of the politics of heritage and its preservation and recent debates about ‘postcolonial digital humanities’. In the second part, I will discuss the history and current state of digitisation in Europe and Africa. Here I will partly draw upon the web archive of the IFLA/Unesco Directory of Digitised Library Collections (2002-2006) and recent global and European digitisation surveys. The paper will conclude by highlighting the paradoxical situation we currently face with regard to digitisation and the state of ‘memory’ in both the global North and South. [less ▲]

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See detailStereotypbasierte Erwartungen und Lehrer*innenverhalten: Auswirkungen eines diagnostischen Etiketts auf die Klassenführung und die Beziehung zwischen Lehrperson und Schüler*innen.
Glock, Sabine UL; Pit-Ten Cate, Ineke UL

Scientific Conference (2022, March 09)

Theoretischer Hintergrund Neben der allgemeinen und domänenspezifischen Kompetenz von Lehrkräften bestimmen die Klassenführung und die Beziehung zwischen Lehrpersonen und Schüler*innen den Lernerfolg der ... [more ▼]

Theoretischer Hintergrund Neben der allgemeinen und domänenspezifischen Kompetenz von Lehrkräften bestimmen die Klassenführung und die Beziehung zwischen Lehrpersonen und Schüler*innen den Lernerfolg der Schüler*innen (Korpershoek et al., 2016). Die Klassenführung umfasst Strategien, die durchgeführt werden, um Ordnung zu schaffen (Doyle, 2006) und die aktive Arbeitszeit zu maximieren (Ophardt & Thiel, 2013), wobei eine Kombination von präventiven und intervenierenden Strategien zu einer effektiven Klassenführung beitragen (Little & Akin-Little, 2008). Das Modell des zwischenmenschlichen Lehrer*innenverhaltens (Wubbels et al., 2006) klassifiziert das Verhalten von Lehrkräften in die zwei Dimensionen Einfluss und Nähe, wobei eine Kombination aus autoritärem und tolerantem Verhalten als optimal angesehen wird (Wubbels & Brekelmans, 2005). Eine effektive Klassenführung und das Verständnis der Lehrkräfte für Faktoren im Zusammenhang mit dem Externalisierungs- und Internalisierungsverhalten von Schüler*innen können im Hinblick auf die Umsetzung inklusiver Bildung besonders relevant sein. Die von Lehrer*innen gewählten Strategien können jedoch durch ihre Überzeugungen und Erwartungen an bestimmte Gruppen von Schüler*innen beeinflusst werden (Bibou-Nakou et al., 2000), die mit Stereotypen in Verbindung stehen. Diese Stereotype können durch Etikettierungen aktiviert werden, beispielsweise durch eine Diagnose von sonderpädagogischem Förderbedarf (Hornstra et al., 2010). Solche Diagnosen können die Erwartungen beeinflussen und zu erhöhter Akzeptanz und Toleranz führen, und Lehrer*innen wenden oft unterschiedliche Standards und Strategien an, um auf diese Schüler*innen zu reagieren und sie zu unterstützen (Andreou & Rapti, 2010; Georgiou et al., 2002). Fragestellung Die Studie zielte darauf ab, die Klassenführung und das zwischenmenschliche Lehrer*innenverhalten als Funktion des Schülerverhaltens und einer klinischen Diagnose zu untersuchen. Wir erwarteten erstens, dass die Lehramtsstudierende bei der Konfrontation mit externalisierendem Verhalten im Vergleich zu internalisierendem Verhalten eine strengere Klassenführung und negativeres zwischenmenschliches Verhalten zeigen und zweitens, dass die Lehramtsstudierenden ihre Strategien in Abhängigkeit von einer Diagnose des sonderpädagogischen Förderbedarfs anpassen. Methode An der Studie haben 254 Lehramtsstudierende (143 weiblich) teilgenommen. Die Teilnehmer*innen wurden gebeten, anhand von Schülervignetten eine Bewertung bezüglich einer passenden Klassenführung (Neuenschwander et al., 2003) und eines angemessenen zwischenmenschlichen Lehrer*innenverhaltens abzugeben (Fisher et al., 1995; Wubbels et al., 2006). Die Schülervignetten beschrieben zwei unterschiedliche Schüler mit externalisierende oder internalisierende Verhaltensauffälligkeiten (s.a. Glock, 2016; Glock & Kleen, 2017). Um den Einfluss der Diagnose auf die Antworten der Teilnehmer*innen zu untersuchen, variierten wir systematisch das Vorliegen einer klinischen Diagnose. Daher folgte die Studie einem 2 (Diagnose: ja/nein) x 2 (Verhalten: internalisierend/externalisierend) Zwischensubjekt Design. Ergebnisse und ihre Bedeutung Die Daten zur Klassenführung wurden mit einer 2x2 MANOVA ausgewertet. Die Ergebnisse zeigten signifikanten Haupteffekte für Schülerverhalten und Diagnose, das heißt die angegebenen Klassenführungsstrategien variierten in Abhängigkeit des Schülerverhaltens (externalisierend vs. internalisierend) und Diagnose (ja/nein). Auch der Interaktionseffekt Verhalten x Diagnose war signifikant. Die Ergebnisse zusätzlicher ANOVAs zeigten, dass Lehramtsstudierende als Antwort auf Schüler mit externalisierenden Verhalten strengere Kontrolle (Regeln setzen) und mehr Flexibilität anwenden als auf internalisierendes Verhalten, vor allem wenn die Schüler mit internalisierenden Verhalten eine Diagnose sonderpädagogischen Förderbedarfs haben. Die Angaben zu dem zwischenmenschlichen Verhalten wurden mit einer 2x2 MANOVA analysiert. Auch hier waren die beiden Haupteffekte (Schülerverhalten und Diagnose) und der Interaktionseffekt (Verhalten x Diagnose) signifikant. Zusätzliche ANOVAs zeigten, dass Lehramtsstudierende im Allgemeinen autoritative zwischenmenschliche Verhaltensmuster bevorzugen, die durch Kooperation und eine gewisse Dominanz charakterisiert werden. Insgesamt zeigen die Befunde, dass Lehramtsstudiere ihre Klassenführung und zwischenmenschliches Verhalten an das Schülerverhalten und an eine klinische Diagnose anpassen. Die Lehramtsstudierenden passten ihre Strategien an, wenn Schüler eine klinische Diagnose erhielten, und wurden toleranter und unterstützender für Schüler mit internalisierendem Verhalten, während sie vor allem strengere Kontrolle und Strategien zur Begrenzung störenden (externalisierenden) Schülerverhalten anwendeten, unabhängig von einer Diagnose. Diese Befunde können teilweise auf bestehende Überzeugungen und Erwartungen hinweisen, insbesondere da die Lehramtsstudierende weniger bereit sind, externalisierendes Verhalten zu tolerieren. [less ▲]

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See detailSubjektives Wohlbefinden in der 5. und 9. Schulklasse: gibt es einen Zusammenhang mit dem Bildungsweg und der schulischen Leistung?
Pit-Ten Cate, Ineke UL; Esch, Pascale UL; Keller, Ulrich UL et al

Scientific Conference (2022, March 09)

Der Bildungsauftrag unserer heutigen Wissensgesellschaft vereint ein vielseitiges Spektrum an Kompetenzen, die den Schüler*innen vermittelt werden sollen. Die Lernziele beinhalten nicht nur akademischen ... [more ▼]

Der Bildungsauftrag unserer heutigen Wissensgesellschaft vereint ein vielseitiges Spektrum an Kompetenzen, die den Schüler*innen vermittelt werden sollen. Die Lernziele beinhalten nicht nur akademischen Erfolg, sondern auch schulisches Wohlbefinden. In der Bildungsforschung haben affektive und sozio-emotionale Faktoren sowie deren Einfluss auf das Erreichen von Lernzielen über die letzten Jahrzehnte an Interesse gewonnen (s.a. Hascher et al., 2018). Subjektives Wohlbefinden (SWB) ist ein komplexes, multidimensionales Phänomen, welches emotionale, soziale und kognitive Facetten umfasst (Hascher & Edlinger, 2009). Das SWB wird als Grundlage für erfolgreiches Lernen betrachtet (Hascher & Hagenauer, 2011), wobei der Zusammenhang je nach Entwicklungsstadium der Schüler*innen variieren kann. Ergebnisse einer Metaanalyse (Bücker et al., 2018) zeigten eine statistisch signifikante mittlere Effektstärke für den Zusammenhang zwischen SWB und Leistung, wobei diese Ergebnisse über verschiedene Ebenen soziodemografischer Merkmale, SWB-Domäne und Indikatoren der Leistung hinweg stabil waren. Außerdem zeigten Gutman und Voraus (2012) in einer längsschnittlichen Studie mit einer Kohorte von Schüler*innen zwischen 7 und 13 Jahren, schwache bis mittlere Korrelationen zwischen unterschiedlichen Dimensionen des Wohlbefindens und aktueller sowie späterer akademischer Leistung. In dieser Studie haben wir den Zusammenhang zwischen verschiedenen Dimensionen des SWB und standardisierten Kompetenztestergebnissen zu verschiedenen Zeitpunkten (5. und 9. Schulkasse) untersucht. Ein erstes Ziel bestand darin, die Unterschiede des Wohlbefindens in Bezug auf das Entwicklungsstadium zu untersuchen, wobei wir auch den Einfluss von Klassenwiederholung und Schulzweig betrachteten. Ein weiteres Ziel der Studie bestand darin, den Zusammenhang zwischen SWB und Leistung unter Berücksichtigung sozio-demografischer Variablen zu ermitteln. Die Ergebnisse basieren auf den Daten der gesamte Kohorte von Fünft- und Neuntklässler*innen (N=5159 bzw. N=6279), die im Rahmen des nationalen Schulmonitoring (Luxembourg School Monitoring Programm „Épreuves Standardisées“; Martin et al., 2015) im November 2018 in Luxemburg erhoben wurden. Im Rahmen dieser Erhebung wurden sowohl standardisierte Schulleistungstests als auch ein Fragebogen zu soziodemographischen und sozio-emotionalen Aspekten durchgeführt. Vier Domäne des SWB wurden erfasst: Selbstkonzept, Schulangst, soziale- sowie emotionale Inklusion. Die standardisierten Leistungstests umfassten Leseverstehen in Deutsch und Französisch sowie Mathematik. Zusätzlich wurden über einen Schüler- oder Elternfragebogen weitere sozio-demographische Merkmale erfasst. Der Zusammenhang zwischen SWB und Entwicklungsstadium (Schulklasse) unter Einbeziehung von Klassenwiederholung und Schulzweig wurde mittels zwei mixed model Analysen überprüft. Die Ergebnisse zeigten, dass Schüler*innen in der 5. Klasse höhere Werte von SWB angaben als Schüler*innen in der 9. Klasse, F(8,121164)=180.61, p<.001. Zusätzlich wurde das SWB negativ beeinflusst durch Klassenwiederholung, F(8, 63989)=17.75, p<.001. Neuntklässler*innen in anspruchsvolleren Schulzweigen gaben höhere Werte von SWB an als Schüler*innen in niedrigeren Schulzweigen, F(2,40219)=15.71, p<001. Die Schulleistung wurde über eine schrittweise Regression vorhergesagt: zunächst wurden sozio-demographische Hintergrundvariable (Geschlecht, Migrationshintergrund, HISEI der Eltern) dem Model hinzugefügt und, in einem zweiten Schritt, Indikatoren des SWB. Die Ergebnisse zeigten, dass in der 5. Klasse 13% und in der 9. Klasse 19% der Varianz in der Schulleistung durch soziodemografische Variablen vorausgesagt werden kann. Sowohl für Fünft- als auch für Neuntklässler*innen, erklärten die Dimensionen des SWB zusätzliche 6% bzw. 4% der Varianz. Die Ergebnisse dieser Studie zeigten, dass Entwicklungsstadium, Klassenwiederholung und Schulzweig einen Einfluß auf das SWB der Schüler*innen haben. Darüber hinaus zeigten die Ergebnisse, dass das SWB über soziodemografische Merkmale hinaus zur Erklärung der schulischen Leistung beiträgt. In Anbetracht ihrer Ergebnisse, kann diese Studie auch die Diskussion um Klassenwiederholung als pädagogische Intervention und um die Praxis der Aufgliederung von Schüler*innen nach Leistungsniveau innerhalb und zwischen Schulformen bereichern. Während sich die meisten Studien zu den Effekten dieser Interventionen auf die schulische Leistung konzentrierten, zeigt die vorliegende Studie, dass diese Maßnahmen auch das SWB betreffen. Weitere (längsschnittliche) Studien könnten darauf eingehen, inwieweit es letztendlich zu einem kumulativen Effekt auf die schulische Leistung kommen kann oder ob und inwiefern das SWB den Zusammenhang zwischen diesen Faktoren und der schulischen Leistung beeinflussen kann. [less ▲]

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See detailConsent To Shoot – Rethinking The Anti-satellite Weapon Versus Space Debris Dilemma
Graczyk, Rafal UL; Rodrigues de Mendonça Neto, Júlio UL; Volp, Marcus UL

Scientific Conference (2022, March 02)

Space debris, whether caused by anti-satellite weapons or from collisions with defunct vehicles, has become a serious threat to the safe and sustainable use of space. Technologies have been proposed to ... [more ▼]

Space debris, whether caused by anti-satellite weapons or from collisions with defunct vehicles, has become a serious threat to the safe and sustainable use of space. Technologies have been proposed to mitigate this problem by actively removing debris (ADR) by capturing and de-orbiting the targets (e.g., rendezvous operations, tethers, or harpoons) or by indirectly affecting the target’s orbit (e.g., using lasers). However, rather sooner than later, deploying ADR technologies against healthy satellites turns the tools for making space safer into anti-satellite weapons, capable of crippling other nations’ infrastructure. In an attempt to resolve the tool-versus-weapon dilemma, we discuss in this paper technical solutions that involve a paradigm shift in the Concept of Operations, but that also have the potential to avoid political implications and many concerns that currently prevent us from solving the space-debris problem. The solutions we advocate require consensus between involved stakeholders for all critical operations of an ADR system. We show it is technologically possible and, in fact, already well understood how to enforce that such operations can only be performed consensually. We sketch a distributed infrastructure, capable of supporting such operations among all stakeholders, enforcing agreement in international cooperation about where and for how long an ADR system gets activated, what targets it follows and where safety zones and objects are. In this way, stakeholders have to validate every piece of information to remove single points of failures, but more importantly to put the required mutual trust on solid and technologically enforced foundations. [less ▲]

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See detailProvably Solving the Hidden Subset Sum Problem via Statistical Learning
Coron, Jean-Sébastien UL; Gini, Agnese UL

in Mathematical Cryptology (2022, March), 1

At Crypto ’99, Nguyen and Stern described a lattice based algorithm for solving the hidden subset sum problem, a variant of the classical subset sum problem where the n weights are also hidden. As an ... [more ▼]

At Crypto ’99, Nguyen and Stern described a lattice based algorithm for solving the hidden subset sum problem, a variant of the classical subset sum problem where the n weights are also hidden. As an application, they showed how to break the Boyko et al. fast generator of random pairs (x, g x(mod p)). The Nguyen-Stern algorithm works quite well in practice for moderate values of n, but its complexity is exponential in n. A polynomial-time variant was recently described at Crypto 2020, based on a multivariate technique, but the approach is heuristic only. In this paper, we describe a proven polynomial-time algorithm for solving the hidden subset-sum problem, based on statistical learning. In addition, we show that the statistical approach is also quite efficient in practice: using the FastICA algorithm, we can reach n = 250 in reasonable time. [less ▲]

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See detailA TWO-STEP FEATURE EXTRACTION ALGORITHM: APPLICATION TO DEEP LEARNING FOR POINT CLOUD CLASSIFICATION
Nurunnabi, Abdul Awal Md UL; Teferle, Felix Norman UL; Laefer, Debra et al

in A TWO-STEP FEATURE EXTRACTION ALGORITHM: APPLICATION TO DEEP LEARNING FOR POINT CLOUD CLASSIFICATION (2022, March)

Most deep learning (DL) methods that are not end-to-end use several multi-scale and multi-type hand-crafted features that make the network challenging, more computationally intensive and vulnerable to ... [more ▼]

Most deep learning (DL) methods that are not end-to-end use several multi-scale and multi-type hand-crafted features that make the network challenging, more computationally intensive and vulnerable to overfitting. Furthermore, reliance on empirically-based feature dimensionality reduction may lead to misclassification. In contrast, efficient feature management can reduce storage and computational complexities, builds better classifiers, and improves overall performance. Principal Component Analysis (PCA) is a well-known dimension reduction technique that has been used for feature extraction. This paper presents a two-step PCA based feature extraction algorithm that employs a variant of feature-based PointNet (Qi et al., 2017a) for point cloud classification. This paper extends the PointNet framework for use on large-scale aerial LiDAR data, and contributes by (i) developing a new feature extraction algorithm, (ii) exploring the impact of dimensionality reduction in feature extraction, and (iii) introducing a non-end-to-end PointNet variant for per point classification in point clouds. This is demonstrated on aerial laser scanning (ALS) point clouds. The algorithm successfully reduces the dimension of the feature space without sacrificing performance, as benchmarked against the original PointNet algorithm. When tested on the well-known Vaihingen data set, the proposed algorithm achieves an Overall Accuracy (OA) of 74.64% by using 9 input vectors and 14 shape features, whereas with the same 9 input vectors and only 5PCs (principal components built by the 14 shape features) it actually achieves a higher OA of 75.36% which demonstrates the effect of efficient dimensionality reduction. [less ▲]

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See detailMaking History Together: Participation in Museums
Cauvin, Thomas UL

in Sonnabend, Gaby; Guy, Thewes (Eds.) Narratives in History Museums – Reflections and Perspectives (2022, March)

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See detailRetrograde Procedural Memory in Parkinson's Disease
Pauly, Laure UL; Pauly, Claire UL; Hansen, Maxime UL et al

Poster (2022, March)

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See detailWaveform Design for Joint Radar-Communications with Low Complexity Analog Components
Kaushik, Aryan; Arora, Aakash; Tsinos,Christos et al

Poster (2022, March)

In this paper, we aim to design an efficient and low hardware complexity based dual-function multiple-input multiple-output (MIMO) joint radar-communication (JRC) system. It is implemented via a low ... [more ▼]

In this paper, we aim to design an efficient and low hardware complexity based dual-function multiple-input multiple-output (MIMO) joint radar-communication (JRC) system. It is implemented via a low complexity analog architecture, constituted by a phase shifting network and variable gain amplifier. The proposed system exploits the multiple antenna transmitter for the simultaneous communication with multiple downlink users and radar target detection. The transmit waveform of the proposed JRC system is designed to minimize the downlink multi-user interference such that the desired radar beampattern is achieved and the architecture specific constraints are satisfied. The resulting optimization problem is non-convex and in general difficult to solve. We propose an efficient algorithmic solution based on the primal-dual framework. The numerical results show the effectiveness of the proposed approach. [less ▲]

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See detailPost-quantum Security of Plain OAEP Transform
Ebrahimi, Ehsan UL

in The International Conference on Practice and Theory of Public-Key Cryptography (PKC), Japan 8-11 March 2022. (2022, March)

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See detailInteractive Narratives and Transmedia Storytelling: An Insight on Digital Exhibitions
Camarda, Sandra UL

in Sonnabend, Gaby; Thewes, Guy (Eds.) Narratives in History Museums – Reflections and Perspectives (2022, March)

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See detailAre Value-Added Scores Stable Enough for High-Stakes Decisions?
Emslander, Valentin UL; Levy, Jessica UL; Scherer, Ronny et al

Scientific Conference (2022, March)

Theoretical Background: Can we quantify the effectiveness of a teacher or a school with a single number? Researchers in the field of value-added (VA) models may argue just that (e.g., Chetty et al., 2014 ... [more ▼]

Theoretical Background: Can we quantify the effectiveness of a teacher or a school with a single number? Researchers in the field of value-added (VA) models may argue just that (e.g., Chetty et al., 2014; Kane et al., 2013). VA models are widely used for accountability purposes in education and quantify the value a teacher or a school adds to their students’ achievement. For this purpose, these models predict achievement over time and attempt to control for factors that cannot be influenced by schools or teachers (i.e., sociodemographic & sociocultural background). Following this logic, what is left must be due to teacher or school differences (see, e.g., Braun, 2005). To utilize VA models for high-stakes decision-making (e.g., teachers’ tenure, the allocation of funding), these models would need to be highly stable over time. School-level stability over time, however, has hardly been researched at all and the resulting findings are mixed, with some studies indicating high stability of school VA scores over time (Ferrão, 2012; Thomas et al., 2007) and others reporting a lack of stability (e.g., Gorard et al., 2013; Perry, 2016). Furthermore, as there is no consensus on which variables to use as independent or dependent variables in VA models (Everson, 2017; Levy et al., 2019), the stability of VA could vary between different outcome measures (e.g., language or mathematics). If VA models lack stability over time and across outcome measures, their use as the primary information for high-stakes decision-making is in question, and the inferences drawn from them could be compromised. Questions: With these uncertainties in mind, we examine the stability of school VA model scores over time and investigate the differences between language and mathematics achievement as outcome variables. Additionally, we demonstrate the real-life implications of (in)stable VA scores for single schools and point out an alternative, more constructive use of school VA models in educational research. Method: To study the stability of VA scores on school level over time and across outcomes, we drew on a sample of 146 primary schools, using representative longitudinal data from the standardized achievement tests of the Luxembourg School Monitoring Programme (LUCET, 2021). These schools included a heterogeneous and multilingual sample of 7016 students. To determine the stability of VA scores in the subject of mathematics and in languages over time, we based our analysis on two longitudinal datasets (from 2015 to 2017 and from 2017 to 2019, respectively) and generated two VA scores per dataset, one for language and one for mathematics achievement. We further analyzed how many schools displayed stable VA scores in the respective outcomes over two years, and compared the rank correlations of VA scores between language and mathematics achievement as an outcome variable. Results and Their Significance: Only 34-38 % of the schools showed stable VA scores from grade 1 to 3 with moderate rank correlations of r = .37 with language and r = .34 with mathematics achievement. We therefore discourage using VA models as the only information for high-stakes educational decisions. Nonetheless, we argue that VA models could be employed to find genuinely effective teaching or school practices—especially in heterogeneous student populations, such as Luxembourg, in which educational disparities are an important topic already in primary school (Hoffmann et al., 2018). Consequently, we contrast the school climate and instructional quality, which might be a driver of the differences between schools with stable high vs. low VA scores. Literature Braun, H. (2005). Using student progress to evaluate teachers: A primer on value-added models. Educational Testing Service. Chetty, R., Friedman, J. N., & Rockoff, J. E. (2014). Measuring the impacts of teachers I: Evaluating bias in teacher value-added estimates. American Economic Review, 104(9), 2593–2632. https://doi.org/10.1257/aer.104.9.2593 Everson, K. C. (2017). Value-added modeling and educational accountability: Are we answering the real questions? Review of Educational Research, 87(1), 35–70. https://doi.org/10.3102/0034654316637199 Ferrão, M. E. (2012). On the stability of value added indicators. Quality & Quantity, 46(2), 627–637. https://doi.org/10.1007/s11135-010-9417-6 Gorard, S., Hordosy, R., & Siddiqui, N. (2013). How unstable are “school effects” assessed by a value-added technique? International Education Studies, 6(1), 1–9. https://doi.org/10.5539/ies.v6n1p1 Kane, T. J., McCaffrey, D. F., Miller, T., & Staiger, D. O. (2013). Have We Identified Effective Teachers? Validating Measures of Effective Teaching Using Random Assignment. Research Paper. MET Project. Bill & Melinda Gates Foundation. https://files.eric.ed.gov/fulltext/ED540959.pdf Levy, J., Brunner, M., Keller, U., & Fischbach, A. (2019). Methodological issues in value-added modeling: An international review from 26 countries. Educational Assessment, Evaluation and Accountability, 31(3), 257–287. https://doi.org/10.1007/s11092-019-09303-w LUCET. (2021). Épreuves Standardisées (ÉpStan). https://epstan.lu Perry, T. (2016). English value-added measures: Examining the limitations of school performance measurement. British Educational Research Journal, 42(6), 1056–1080. https://doi.org/10.1002/berj.3247 Thomas, S., Peng, W. J., & Gray, J. (2007). Modelling patterns of improvement over time: Value added trends in English secondary school performance across ten cohorts. Oxford Review of Education, 33(3), 261–295. https://doi.org/10.1080/03054980701366116 [less ▲]

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See detailThe delicate balance between expansion, innovation and maintenance of the Luxembourg Telephone Network
Krebs, Stefan UL; Mossop, Rebecca UL

Scientific Conference (2022, February 24)

Since its establishment in 1885, the Luxembourg telephone network was characterised by bottlenecks in network expansion, which were in the course of the 20th century to be remedied by new cables ... [more ▼]

Since its establishment in 1885, the Luxembourg telephone network was characterised by bottlenecks in network expansion, which were in the course of the 20th century to be remedied by new cables (expansion) and new distribution technology (innovation). However, the envisioned expansion was repeatedly slowed down by a lack of trained technical staff and resources. For example, requests for new connections had repeatedly to be rejected and already planned expansion measures had to be postponed. Due to the one-sided focus of government and Luxembourg Post (PTT) administration on network expansion, the maintenance and repair of the network suffered at the same time, so that more frequent defects occurred. At the same time did the repair of defects tie up human and material resources that were then not available for expansion works. The PTT was thus confronted with a constant balancing act between the expansion and modernisation of the network and its maintenance, with the management level prioritising expansion and innovation. The problem was particularly virulent during the rapid expansion of telephony in the 1960s and 70s, but the paper will trace the fundamental conflict of interests for the first one hundred years of telephony in Luxembourg. The paper draws on legal documents and PTT reports to show how the construction, expansion and maintenance of the telephone network was envisioned, and how the shortage of technical staff and resources hampered the smooth operation of the system. [less ▲]

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See detail“Keeping the lights on” – Maintaining (communication) infrastructures
Krebs, Stefan UL

Scientific Conference (2022, February 24)

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See detailDiscussion of an algorithm to transfer arbitrary shear connector load-slip curves into an effective shear resistance
Odenbreit, Christoph UL; Kozma, Andras UL; Romero, Alfredo UL

in Kolloquiumsband - 23 DASt-Forschungskolloquium (2022, February 22)

The RFCS research project REDUCE (Project No. 710040) investigated dismountable shear connections with preloaded bolts. These connectors have in most cases a slip capacity greater than 6 mm and show a ... [more ▼]

The RFCS research project REDUCE (Project No. 710040) investigated dismountable shear connections with preloaded bolts. These connectors have in most cases a slip capacity greater than 6 mm and show a monotonic increasing nonlinear load-slip behaviour without plastic plateau and failure of the bolt in shear. Current design procedures of steel-concrete composite beams are largely based on the implementation of headed shear studs, which exhibit a rather different load-slip behaviour with a pronounced plastic niveau. Thus, a question turned out, which compression force can be activated by the shear connection in the concrete girder of a composite beam and how can the respective ultimate bending capacity be determined. Hence, this contribution presents an analytical algorithm to estimate the occurring compression force in the concrete girder when demountable shear connectors are used. The proposed algorithm bases on the actual measured load-slip curve of the shear connection and the expected slip along the beam, which is estimated for each single connector to later determine the compression force in the concrete girder. In addition to the explanation of the “general algorithm”, assumptions for practical use have been made for the slip distribution to simplify the calculation of the compression force and an effective shear resistance P_Rd,eff. [less ▲]

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See detailParole(s) données – Parole(s) rompues. Une relecture de la Révolte des Pays-Bas (1565-1581)
Weis, Monique UL

Scientific Conference (2022, February 16)

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See detailRetrofitting of legacy machines in the context of Industrial Internet of Things (IIoT)
Kolla, Sri Sudha Vijay Keshav UL; Machado Lourenço, Diogo UL; Plapper, Peter UL

in Procedia Computer Science (2022, February 08), 200

In the context of Industry 4.0 (I 4.0), one of the most important aspects is data, followed by the capital required to deploy advanced technologies. However, most Small and Medium Enterprises (SMEs) are ... [more ▼]

In the context of Industry 4.0 (I 4.0), one of the most important aspects is data, followed by the capital required to deploy advanced technologies. However, most Small and Medium Enterprises (SMEs) are neither data ready nor have the capital to upgrade their existing machinery. In SMEs, most of the legacy machines do not have data gathering capabilities. In this scenario, the concept of retrofitting the existing machinery with sensors and building an Industrial Internet of Things (IIoT) is more beneficial than upgrading the equipment to newer machinery. The current research paper proposes a simple architecture on retrofitting a legacy machine with external sensors for data collection and feeding the cloud-based databases for analysis/monitoring purposes. The design and functional aspects of the architecture are then tested in a laboratory environment on a drilling machine with no embedded sensors. Data related to the speed of the drill head and the bore depth are collected using newly retrofitted sensors to validate the proposed architecture. [less ▲]

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See detailTHE EVOLUTION OF THERMAL DISTORTION AND STRESSES AT MACRO SCALE FOR METAL ADDITIVELY MANUFACTURED PART
Mashhood, Muhammad UL; Zilian, Andreas UL; Peters, Bernhard UL et al

Scientific Conference (2022, February 05)

[1] R.K. Ganeriwala, M. Strantza, W.E. King, B. Clausen, T.Q. Phan, L.E. Levine, D.W. Brown, N.E. Hodge, Evaluation of a thermomechanical modelfor prediction of residual stress during laser powder bed ... [more ▼]

[1] R.K. Ganeriwala, M. Strantza, W.E. King, B. Clausen, T.Q. Phan, L.E. Levine, D.W. Brown, N.E. Hodge, Evaluation of a thermomechanical modelfor prediction of residual stress during laser powder bed fusion of Ti-6Al- 4V, Additive Manufacturing(2019), Vol. 27., 489–502. [2] M. S. Alnaes, J. Blechta, J. Hake, A. Johansson, B. Kehlet, A. Logg, C. Richardson, J. Ring, M. E. Rognes and G. N. Wells, The FEniCS Project Version 1.5, Archive of Numerical Software(2015), Vol. 3., 100:9–23. [less ▲]

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See detailTechnical Sovereignty and Digital Democracy in Europe – Follower or Influencer ? A New Media Approach
Danescu, Elena UL

Scientific Conference (2022, February 04)

The digital turn has considerably impacted geopolitics in terms of power, governance and regulation, leading to a proliferation of stakeholders and networks at multiple levels (states, international ... [more ▼]

The digital turn has considerably impacted geopolitics in terms of power, governance and regulation, leading to a proliferation of stakeholders and networks at multiple levels (states, international organisations, private companies, civil society and citizens), new dynamics of competition in a transnational space that is becoming increasingly virtual, borderless and deterritorialised (cyberspace), and novel forms of learning, work and human activity. Digital technologies have also brought about a paradigm shift in information and communication systems, with the emergence of new media (online platforms, interactive websites, algorithmic decision-making ecosystems, etc.) that will have a long-term impact on social and cultural practices, interpersonal and societal relations, the public sphere and the exercise of individual and collective democracy. [less ▲]

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See detailExploring Mathematical concepts in an Ecosystem of STEAM Learning, consisting of Physical Objects, Digital Toolkits and Tutoring Systems, 3D Printing and Outdoor Mathematical Trails
Haas, Ben; Kreis, Yves UL; Lavicza, Zsolt et al

Poster (2022, February 04)

We performed several research studies on various technologies such as automated tutoring and GPS-assisted systems as well as Computer Assisted Design, Augmented Reality, and 3D Printing solutions; with ... [more ▼]

We performed several research studies on various technologies such as automated tutoring and GPS-assisted systems as well as Computer Assisted Design, Augmented Reality, and 3D Printing solutions; with various groups of teacher educators, teachers, students and parents. The selected technologies offered different opportunities and developed varied skills for each stakeholder group. This poster outlines our technology ecosystems with different target groups and core findings of our studies. [less ▲]

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See detail“Spread or die”. Online Virality as a Transmedia Phenomenon
Schafer, Valerie UL; Pailler, Fred UL

Scientific Conference (2022, February 03)

Memes (Kaplan and Nova, 2016; McGrath, 2019), gifs (Eppink, 2014), buzz on the Web and social networks are inherent to digital cultures since the very first steps of the Web (i.e., Dancing babies, Hamster ... [more ▼]

Memes (Kaplan and Nova, 2016; McGrath, 2019), gifs (Eppink, 2014), buzz on the Web and social networks are inherent to digital cultures since the very first steps of the Web (i.e., Dancing babies, Hamster Dance). Virality has developed and changed over time through several platforms (YouTube, 4Chan, Twitter, TikTok, etc.), while relying on some patterns identified by Shifman (2014), Milner (2018), Jenkins (2009) and others. Historicizing virality through times, spaces and platforms is at the heart of the Hivi project1 (https://hivi.uni.lu). While starting to historicize these phenomena, may it be Numa Numa Guy, Leave Britney Alone, Grumpy Cat, the Harlem Shake, online challenges (Ice Bucket Challenge, Fire challenge, etc.) and many others, the transmedia circulations and the role played by “traditional media” in the life cycles and virality of such practices have become more and more obvious. This proposal aims therefore to demonstrate and analyze how Internet phenomena are transmedia. Building upon several case studies, this presentation will first remind us how virality occurred before the digital (Pinker, 2020) and how previous historical forms were also reused in the digital. We will then analyse the circulation between online viral phenomena and other media, may it be Internet phenomena that are echoed in other media (press, cinema, video games...) or on the contrary the use of media phenomena by digital cultures (see for example memes related to Chuck Norris or Sad Keanu). Finally, the last part will specifically focus on the relationship between online virality and the general press, relying on a vast corpus gathered through Europresse, on which we conducted a diachronic distant reading. This intertwinement of Media cultures and Digital Cultures aim at highlightening several topics of the call and notably Temporalities of media through digital technologies; Persistence and discontinuities in communication; and finally Digital sources, new practices, tools and narratives in media history. References Eppink, J., “A brief history of the GIF”, Journal of Visual Culture, 2014, 13(3), p. 298- 306. Jenkins, H., « If it doesn’t spread, it’s dead (Part One) : Media Viruses and Memes”, Confessions of an Aca-Fan, 2009. http://henryjenkins.org/blog/2009/02/if_it_doesnt_spread_its_dead_p.html Kaplan, D., Nova, N., La culture Internet des Mèmes, Lausanne, PPUR, 2016. MacGrath, J., “Memes”, in Brügger, N., Milligan, I. (ed.), The Sage handbook of Web History, Los Angeles, London, Sage, 2019. Milner, R., The Word Mad Meme. Public Conversations and Participatory Media, Cambridge, MA, MIT Press, 2018. Shifman, L., Memes in Digital Culture, Cambridge MA, Mit Press, 2014. Pinker, R., Fake News & Viralité avant Internet. Les lapins du Père-Lachaise et autres légendes médiatiques, Paris, CNRS Éditions, 2020. [less ▲]

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See detailOn the Suitability of SHAP Explanations for Refining Classifications
Arslan, Yusuf UL; Lebichot, Bertrand UL; Allix, Kevin UL et al

in In Proceedings of the 14th International Conference on Agents and Artificial Intelligence (ICAART 2022) (2022, February)

In industrial contexts, when an ML model classifies a sample as positive, it raises an alarm, which is subsequently sent to human analysts for verification. Reducing the number of false alarms upstream in ... [more ▼]

In industrial contexts, when an ML model classifies a sample as positive, it raises an alarm, which is subsequently sent to human analysts for verification. Reducing the number of false alarms upstream in an ML pipeline is paramount to reduce the workload of experts while increasing customers’ trust. Increasingly, SHAP Explanations are leveraged to facilitate manual analysis. Because they have been shown to be useful to human analysts in the detection of false positives, we postulate that SHAP Explanations may provide a means to automate false-positive reduction. To confirm our intuition, we evaluate clustering and rules detection metrics with ground truth labels to understand the utility of SHAP Explanations to discriminate false positives from true positives. We show that SHAP Explanations are indeed relevant in discriminating samples and are a relevant candidate to automate ML tasks and help to detect and reduce false-positive results. [less ▲]

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See detailApproaching border complexities: von der Linie zur Textur
Wille, Christian UL

Scientific Conference (2022, February)

Die Renaissance von Grenzen hat nicht nur für eine stärkere Institutionalisierung und Sichtbarkeit der Grenzforschung gesorgt, sondern auch theoretisch-konzeptionelle Entwicklungen und Neuorientierungen ... [more ▼]

Die Renaissance von Grenzen hat nicht nur für eine stärkere Institutionalisierung und Sichtbarkeit der Grenzforschung gesorgt, sondern auch theoretisch-konzeptionelle Entwicklungen und Neuorientierungen in Gang gesetzt. Davon zeugen die zahlreichen Konzepte und Ansätze, die – inspiriert vom cultural, spatial und practice turn der Sozial- und Kulturwissenschaften – die Grenze als soziale Praxis fassen. Die Prozessorientierung überwindet die Idee der Grenze als Linie und bildet den Ausgangspunkt des Vortrags. Er zeigt verschiedene Weiterentwicklungen des sogenannten „‘bordering turn‘“ (Cooper 2020: 17) auf und geht dabei näher auf komplexitätsorientierte Ansätze als jüngsten Trend der territorialen und kulturellen Grenzforschung ein. [less ▲]

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See detailAI and Education. Luxemborug and Estonia
Baumann, Isabell Eva UL

Scientific Conference (2022, February)

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See detailHighly Vectorized SIKE for AVX-512
Cheng, Hao UL; Fotiadis, Georgios UL; Groszschädl, Johann UL et al

in IACR Transactions on Cryptographic Hardware and Embedded Systems (TCHES) (2022, February), 2022(2), 41-68

It is generally accepted that a large-scale quantum computer would be capable to break any public-key cryptosystem used today, thereby posing a serious threat to the security of the Internet’s public-key ... [more ▼]

It is generally accepted that a large-scale quantum computer would be capable to break any public-key cryptosystem used today, thereby posing a serious threat to the security of the Internet’s public-key infrastructure. The US National Institute of Standards and Technology (NIST) addresses this threat with an open process for the standardization of quantum-safe key establishment and signature schemes, which is now in the final phase of the evaluation of candidates. SIKE (an abbreviation of Supersingular Isogeny Key Encapsulation) is one of the alternate candidates under evaluation and distinguishes itself from other candidates due to relatively short key lengths and relatively high computing costs. In this paper, we analyze how the latest generation of Intel’s Advanced Vector Extensions (AVX), in particular AVX-512IFMA, can be used to minimize the latency (resp. maximize the throughput) of the SIKE key encapsulation mechanism when executed on Ice LakeCPUs based on the Sunny Cove microarchitecture. We present various techniques to parallelize and speed up the base/extension field arithmetic, point arithmetic, and isogeny computations performed by SIKE. All these parallel processing techniques are combined in AVXSIKE, a highly optimized implementation of SIKE using Intel AVX-512IFMA instructions. Our experiments indicate that AVXSIKE instantiated with the SIKEp503 parameter set is approximately 1.5 times faster than the to-date best AVX-512IFMA-based SIKE software from the literature. When executed on an Intel Core i3-1005G1 CPU, AVXSIKE outperforms the x64 assembly implementation of SIKE contained in Microsoft’s SIDHv3.4 library by a factor of about 2.5 for key generation and decapsulation, while the encapsulation is even 3.2 times faster. [less ▲]

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See detailIML-GCN: Improved Multi-Label Graph Convolutional Network for Efficient yet Precise Image Classification
Singh, Inder Pal UL; Oyedotun, Oyebade UL; Ghorbel, Enjie UL et al

in AAAI-22 Workshop Program-Deep Learning on Graphs: Methods and Applications (2022, February)

In this paper, we propose the Improved Multi-Label Graph Convolutional Network (IML-GCN) as a precise and efficient framework for multi-label image classification. Although previous approaches have shown ... [more ▼]

In this paper, we propose the Improved Multi-Label Graph Convolutional Network (IML-GCN) as a precise and efficient framework for multi-label image classification. Although previous approaches have shown great performance, they usually make use of very large architectures. To handle this, we propose to combine the small version of a newly introduced network called TResNet with an extended version of Multi-label Graph Convolution Networks (ML-GCN); therefore ensuring the learning of label correlation while reducing the size of the overall network. The proposed approach considers a novel image feature embedding instead of using word embeddings. In fact, the latter are learned from words and not images making them inadequate for the task of multi-label image classification. Experimental results show that our framework competes with the state-of-the-art on two multi-label image benchmarks in terms of both precision and memory requirements. [less ▲]

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See detailAchievements and Developments of the UniGR-Center for Border Studies
Wille, Christian UL

Scientific Conference (2022, February)

The UniGR-Center for Border Studies (UniGR-CBS) is a thematic cross-border network of approximately 80 researchers within the university grouping University of the Greater Region (UniGR) conducting ... [more ▼]

The UniGR-Center for Border Studies (UniGR-CBS) is a thematic cross-border network of approximately 80 researchers within the university grouping University of the Greater Region (UniGR) conducting research on borders, their meanings and challenges. [less ▲]

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See detailVariability-Aware Design of Space Systems: Variability Modelling, Configuration Workflow and Research Directions
Lazreg, Sami UL; Bohlachov, Vladyslav; Rana, Loveneesh UL et al

in Proceedings of VAMOS 22 (2022, February)

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See detailDas ehemalige Schloss "La Fontaine" und sein Areal in Luxemburg-Clausen - Einführung in die Tagungsthematik
Uhrmacher, Martin UL

Scientific Conference (2022, February)

On the basis of the current state of historical, archaeological and architectural research, the 15 speakers at the conference took an interdisciplinary look at the possibilities for future use and ... [more ▼]

On the basis of the current state of historical, archaeological and architectural research, the 15 speakers at the conference took an interdisciplinary look at the possibilities for future use and landscaping of the former palace and its gardens. [less ▲]

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See detailPreliminary findings: EMN-OECD InformDigitalisation and Artificial Intelligence
Sommarribas, Adolfo UL

Scientific Conference (2022, January 27)

This presentation provides the preliminary findings of the EMN-OECD Inform on Digitalisation and Artificial Intelligence. It aims to analyse the use of digitalisation and artificial intelligence in ... [more ▼]

This presentation provides the preliminary findings of the EMN-OECD Inform on Digitalisation and Artificial Intelligence. It aims to analyse the use of digitalisation and artificial intelligence in migration management. [less ▲]

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See detailIm Spannungsfeld zwischen Informationsfreiheit und Datenschutz: Das Luxemburger Archivgesetz von 2018 und die zeithistorische Forschung
Brüll, Christoph UL; Janz, Nina UL

Scientific Conference (2022, January 19)

Im Sommer 2018 trat in Luxemburg erstmals ein Archivgesetz in Kraft, das nach jahrelangen Verhandlungen – leider ohne Beteiligung der Archivnutzer*innen – zustande kam. Es war lange erwartet und ... [more ▼]

Im Sommer 2018 trat in Luxemburg erstmals ein Archivgesetz in Kraft, das nach jahrelangen Verhandlungen – leider ohne Beteiligung der Archivnutzer*innen – zustande kam. Es war lange erwartet und definierte für das Großherzogtum (endlich!), wie Quellen aus Ministerien und Verwaltungen archivalisch behandelt werden müssen. Das Gesetz schuf damit den Rahmen für eine notwendige und geregelte Ablieferungs- und Archivierungspolitik sowie den erforderlichen Einsatz von geschultem Personal in staatlichen und kommunalen Verwaltungen. Der Gesetzestext weist große Ähnlichkeiten mit bundesdeutschen und belgischen Bestimmungen zum Archivzugang auf. Die allgemeine Schutzfrist von 50 Jahren ist allerdings deutlich länger als in den meisten Ländern, wohingegen die 75-Jahre-Sperrfrist für Akten mit persönlichen Daten auf dem Papier kürzer ausfällt als bei den Nachbarn. Die Auslegung des Gesetzes durch das Nationalarchiv und die Ministerialverwaltungen war seitdem mehrmals Gegenstand von parlamentarischen Fragen und Presseberichterstattung, die die restriktive Zugangspraxis und lange Bearbeitungszeiten bei Anträgen auf Schutzfristverkürzung monieren. Den Forscher*innen fielen dabei zwei Dinge auf: zum einen wurde die Entscheidungsfrist für die Anträge auf Schutzfristverkürzungen regelmäßig deutlich überschritten; zum anderen legten die Archivmitarbeiter*innen ihren Entscheidungen, ob ein solcher Antrag vonnöten sei, ein extrem rigides Verständnis von „persönlichen Daten“ zugrunde. Dies verweist auf einige Grundprobleme bei der Konzeption des Gesetzes: die wissenschaftliche Forschung, die ein großes Interesse daran hatte, bei der Archivnutzung Rechtssicherheit zu haben, war zu keinem Zeitpunkt in den Gesetzgebungsprozess eingebunden. Zum anderen problematisierte dieser zu wenig die Tatsache, dass das Nationalarchiv historisch als eine kulturelle und nicht als eine wissenschaftliche Einrichtung betrachtet wurde. Dies war nach unserer Auffassung ein weiterer Grund dafür, dass die Perspektive der Forschung nicht ausreichend mitgedacht wurde. In der Praxis wird beispielsweise der Zugang zu Dokumenten aus der Zeit des Zweiten Weltkriegs noch regelmäßig erschwert; an eine zeitgeschichtliche Forschung zum Zeitraum ab den 1960er Jahren auf der Grundlage der im Nationalarchiv aufbewahrten Quellen ist kaum zu denken. Das Nationalarchiv nimmt eine restriktive Haltung gegenüber seinen Nutzer*innen ein: Inventare, wie z.B. vorläufige Abgabelisten, werden nicht vorgelegt, ganze Bestände werden wegen mangelnder Bearbeitung oder Unkenntnis der Zuständigkeiten gesperrt. Den Forscher*innen wird kein Vertrauen entgegengebracht. Es besteht beispielsweise keine Möglichkeit, Dokumente nach Zusicherung von Anonymisierung oder Unterzeichnung einer Verpflichtungserklärung einzusehen. Die Einsicht (falls gesperrt) bedarf noch immer teilweise der Zustimmung durch die Aktenproduzenten. Mitunter ist aber den Benutzern nicht klar, welche Akten noch dem Produzenten unterliegen oder nicht. In anderen Fällen ist selbst dem Archiv nicht klar, wer die „Zuständigkeit“ und damit das letzte Wort über den Zugang innehat. Solange aber das Archiv nicht die Benutzungshoheit oder die „Archivhoheit“ über seine eigenen Akten hat, kann keine professionelle Benutzung gewährleistet werden. In Bezug auf die Gemeindearchive gilt das Archivgesetz von 2018 nicht, daher ist dort die Verunsicherung sehr groß und es fehlt das Bewusstsein für eine geordnete Archivierung und Bereitstellung von Unterlagen. Es fehlen beispielsweise Benutzungsordnungen und professionelle Findmittel. Im Falle von Akteneinsichten müssen die Forscher mit der zuständigen Gemeinde eine Art Datenschutzvertrag (Convention de mise á disposition d’archives et collections) schließen, in welches jedes Dokument aufgelistet wird. Seitdem die Probleme mit dem Gesetz und seiner Anwendung bekannt sind, wurden regelmäßig Lösungsansätze diskutiert, die jedoch bisher nicht umgesetzt wurden. Zum einen wird angeregt, die Entscheidungen zu Schutzfristverkürzungen in die Hände des Nationalarchivs zu legen. Dazu wären, wie in anderen Ländern auch, Abkommen zwischen den Ministerialverwaltungen und dem Archiv nötig. In der Zwischenzeit ist jedoch Bewegung in die Sache gekommen: zumindest auf der politischen Ebene ist das Bewusstsein dafür, dass überhaupt ein Problem besteht, gewachsen. Im Raum steht derzeit eine Evaluierung des Gesetzes, die bisher nicht vorgesehen war – obwohl eine solche Vorgehensweise bei anderen Gesetzen regelmäßig praktiziert wird – und die mündlich signalisierte Bereitschaft der Justizministerin, für die ihr unterstellten Bereiche ein Abkommen mit dem Archiv zu schließen. Vielleicht kann so ein Paradox aufgelöst werden. [less ▲]

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See detailYes, I do: Marrying blockchain applications with GDPR
Schellinger, Benjamin; Völter, Fabiane; Urbach, Nils et al

in Proceedings of the 55th Hawaii International Conference on System Sciences (2022, January 04)

Due to blockchains’ intrinsic transparency and immutability, blockchain-based applications are challenged by privacy regulations, such as the EU General Data Protection Regulation. Hence, scaling ... [more ▼]

Due to blockchains’ intrinsic transparency and immutability, blockchain-based applications are challenged by privacy regulations, such as the EU General Data Protection Regulation. Hence, scaling blockchain use cases to production often fails to owe to a lack of compliance with legal constraints. As current research mainly focuses on specific use cases, we aim to offer comprehensive guidance regarding the development of blockchain solutions that comply with privacy regulations. Following the action design research method, we contribute a generic framework and design principles to the research domain. In this context, we also emphasize the need for distinguishing between applications based on blockchains’ data integrity and computational integrity guarantees. [less ▲]

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See detailWeakly-Supervised Free Space Estimation through Stochastic Co-Teaching
Robinet, François UL; Parera, Claudia UL; Hundt, Christian UL et al

in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 2022 (2022, January 04)

Free space estimation is an important problem for autonomous robot navigation. Traditional camera-based approaches train a segmentation model using an annotated dataset. The training data needs to capture ... [more ▼]

Free space estimation is an important problem for autonomous robot navigation. Traditional camera-based approaches train a segmentation model using an annotated dataset. The training data needs to capture the wide variety of environments and weather conditions encountered at runtime, making the annotation cost prohibitively high. In this work, we propose a novel approach for obtaining free space estimates from images taken with a single road-facing camera. We rely on a technique that generates weak free space labels without any supervision, which are then used as ground truth to train a segmentation model for free space estimation. Our work differs from prior attempts by explicitly taking label noise into account through the use of Co-Teaching. Since Co-Teaching has traditionally been investigated in classification tasks, we adapt it for segmentation and examine how its parameters affect performances in our experiments. In addition, we propose Stochastic Co-Teaching, which is a novel method to select clean samples that leads to enhanced results. We achieve an IoU of 82.6%, a Precision of 90.9%, and a Recall of 90.3%. Our best model reaches 87% of the IoU, 93% of the Precision, and 93% of the Recall of the equivalent fully-supervised baseline while using no human annotations. To the best of our knowledge, this work is the first to use Co-Teaching to train a free space segmentation model under explicit label noise. Our implementation and trained models are freely available online. [less ▲]

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See detailA serverless distributed ledger for enterprises
Sedlmeir, Johannes UL; Wagner, Tim; Djerekarov, Emil et al

in Proceedings of the 55th Hawaii International Conference on System Sciences (2022, January 04)

Enterprises have been attracted by the capability of blockchains to provide a single source of truth for workloads that span companies, geographies, and clouds while retaining the independence of each ... [more ▼]

Enterprises have been attracted by the capability of blockchains to provide a single source of truth for workloads that span companies, geographies, and clouds while retaining the independence of each party’s IT operations. However, so far production applications have remained rare, stymied by technical limitations of existing blockchain technologies and challenges with their integration into enterprises’ IT systems. In this paper, we collect enterprises’ requirements on distributed ledgers for data sharing and integration from a technical perspective, argue that they are not sufficiently addressed by available blockchain frameworks, and propose a novel distributed ledger design that is “serverless”, i.e., built on cloud-native resources. We evaluate its qualitative and quantitative properties and give evidence that enterprises already heavily reliant on cloud service providers would consider such an approach acceptable, particularly if it offers ease of deployment, low transactional cost structure, and a combination of latency and scalability aligned with real-time IT application needs. [less ▲]

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See detailThe Social Construction of Self-Sovereign Identity: An Extended Model of Interpretive Flexibility
Weigl, Linda UL; Barbereau, Tom Josua UL; Rieger, Alexander UL et al

in Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS) (2022, January)

User-centric identity management systems are gaining momentum as concerns about Big Tech and Big Government rise. Many of these systems are framed as offering Self-Sovereign Identity (SSI). Yet, competing ... [more ▼]

User-centric identity management systems are gaining momentum as concerns about Big Tech and Big Government rise. Many of these systems are framed as offering Self-Sovereign Identity (SSI). Yet, competing appropriation and the social embedding of SSI have resulted in diverging interpretations. These vague and value-laden interpretations can damage the public discourse and risk misrepresenting values and affordances that technology offers to users. To unpack the various social and technical understandings of SSI, we adopt an ‘interpretive flexibility’ lens. Based on a qualitative inductive interview study, we find that SSI’s interpretation is strongly mediated by surrounding institutional properties. Our study helps to better navigate these different perceptions and highlights the need for a multidimensional framework that can improve the understanding of complex socio-technical systems for digital government practitioners, researchers, and policy-makers. [less ▲]

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See detailDeFi, Not So Decentralized: The Measured Distribution of Voting Rights
Barbereau, Tom Josua UL; Smethurst, Reilly UL; Papageorgiou, Orestis UL et al

in Proceedings of the Hawaii International Conference on System Sciences 2022 (2022, January)

Bitcoin and Ethereum are frequently promoted as decentralized, but developers and academics question their actual decentralization. This motivates further experiments with public permissionless ... [more ▼]

Bitcoin and Ethereum are frequently promoted as decentralized, but developers and academics question their actual decentralization. This motivates further experiments with public permissionless blockchains to achieve decentralization along technical, economic, and political lines. The distribution of tokenized voting rights aims for political decentralization. Tokenized voting rights achieved notoriety within the nascent field of decentralized finance (DeFi) in 2020. As an alternative to centralized crypto-asset exchanges and lending platforms (owned by companies like Coinbase and Celsius), DeFi developers typically create non-custodial projects that are not majority-owned or managed by legal entities. Holders of tokenized voting rights can instead govern DeFi projects. To scrutinize DeFi’s distributed governance strategies, we conducted a multiple-case study of non-custodial, Ethereum-based DeFi projects: Uniswap, Maker, SushiSwap, Yearn Finance, and UMA. Our findings are novel and surprising: quantitative evaluations of DeFi’s distributed governance strategies reveal a failure to achieve political decentralization. [less ▲]

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See detailThe Green Stock Market Bubble
Lehnert, Thorsten UL

Scientific Conference (2022, January)

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See detailEnhancing Trust in Trust Services: Towards an Intelligent Human-input-based Blockchain Oracle (IHiBO)
Yu, Liuwen UL; Zichichi, Mirko; Markovich, Réka UL et al

in Proceedings of the 55th Annual Hawaii International Conference on System Sciences (2022, January)

As their name suggests, trust is of crucial importance in ‘‘trust service". Nevertheless, in many cases, these services suffer from a lack transparency, documentation, traceability, and inclusive multi ... [more ▼]

As their name suggests, trust is of crucial importance in ‘‘trust service". Nevertheless, in many cases, these services suffer from a lack transparency, documentation, traceability, and inclusive multi-lateral decision-making mechanisms. To overcome these challenges, in this paper we propose an integrated framework which incorporates formal argumentation and negotiation within a blockchain environment to make the decision-making processes of fund management transparent and traceable. We introduce three possible architectures and we evaluate and compare them considering different technical, financial, and legal aspects. [less ▲]

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See detailRevealing defect-induced spin disorder in nanocrystalline
Bersweiler, Mathias UL

Scientific Conference (2022, January)

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See detailOn Frame Fingerprinting and Controller Area Networks Security in Connected Vehicles
Buscemi, Alessio UL; Turcanu, Ion; Castignani, German et al

in IEEE Consumer Communications & Networking Conference, Virtual Conference 8-11 January 2022 (2022, January)

Modern connected vehicles are equipped with a large number of sensors, which enable a wide range of services that can improve overall traffic safety and efficiency. However, remote access to connected ... [more ▼]

Modern connected vehicles are equipped with a large number of sensors, which enable a wide range of services that can improve overall traffic safety and efficiency. However, remote access to connected vehicles also introduces new security issues affecting both inter and intra-vehicle communications. In fact, existing intra-vehicle communication systems, such as Controller Area Network (CAN), lack security features, such as encryption and secure authentication for Electronic Control Units (ECUs). Instead, Original Equipment Manufacturers (OEMs) seek security through obscurity by keeping secret the proprietary format with which they encode the information. Recently, it has been shown that the reuse of CAN frame IDs can be exploited to perform CAN bus reverse engineering without physical access to the vehicle, thus raising further security concerns in a connected environment. This work investigates whether anonymizing the frames of each newly released vehicle is sufficient to prevent CAN bus reverse engineering based on frame ID matching. The results show that, by adopting Machine Learning techniques, anonymized CAN frames can still be fingerprinted and identified in an unknown vehicle with an accuracy of up to 80 %. [less ▲]

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See detailIS PERIMETER CONTROL AN EMERGING STRUCTURE IN NETWORK-WIDE URBAN TRAFFIC MANAGEMENT?
Rinaldi, Marco; Viti, Francesco UL; Serge, Hoogendoorn

Scientific Conference (2022, January)

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See detailTheory of Mind and Delegation to Robotic Virtual Agents
Sun, Ningyuan UL; Botev, Jean UL; Khaluf, Yara et al

in Proceedings of the 31st IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) (2022)

Detailed reference viewed: 61 (11 UL)
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See detailThe Human Factor in Blockchain Ecosystems: A Sociotechnical Framework
Brennecke, Martin UL; Guggenberger, Tobias; Sachs, Alexander et al

in Proceedings of the 17th International Conference on Wirtschaftsinformatik (2022)

As blockchain development continues at an ever-increasing pace, an increasing number of individual actors and organizations throughout entire econ-omies get into contact with the technology. Furthermore ... [more ▼]

As blockchain development continues at an ever-increasing pace, an increasing number of individual actors and organizations throughout entire econ-omies get into contact with the technology. Furthermore, the growing collabora-tion of companies, customers, suppliers, and other actors is evolving into a mul-tilateral network between the parties engaged with the technology. Therefore, to understand blockchain-based business models and innovations, it is necessary to understand human interactions within blockchain ecosystems. Consequently, this paper offers new insights concerning the role of human actors within blockchain ecosystems. For this purpose, the structure within and around the Ethereum-blockchain is analyzed using existing literature on the Ethereum ecosystem and Sociotechnical systems. The analysis results are then placed in their context and summarized in a framework for comparable ecosystems. [less ▲]

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See detailDeveloping a distributed and fractionated system of 10 grams satellites for planetary observation
Borgue, Olivia UL; Kanavouras, Konstantinos; Laur, Johannes UL et al

in Proceedings of the International Astronautical Congress, IAC2 (2022)

The miniaturization of electronic components enables major reduction of spacecraft size and mass, as is the caseof CubeSats, PocketQubes, and Femtosats, which offer shorter development time and costs, in ... [more ▼]

The miniaturization of electronic components enables major reduction of spacecraft size and mass, as is the caseof CubeSats, PocketQubes, and Femtosats, which offer shorter development time and costs, in comparison withtraditionally larger satellites. However, these miniaturized satellites still require a considerable effort in terms of timeand investment (several years of development, and costs around 105-106 EUR for CubeSats). More recently, an evensmaller class of spacecraft, the Chipsats has been introduced. Chipsats are microchip-shaped spacecraft with massesranging from a few grams to 10s of grams. At the lower end of the mass range (1-10 grams), they belong to the classof Attosats. Due to their small size, Attosats enable unprecedented low costs, agile development and potential forswarm missions of distributed and fractioned systems for applications such as planetary observation. However,despite their benefits there have not been many initiatives to develop Attosat systems. In this article, the developmentof a satellite system of three 10-grams satellites is presented. The three satellites work together to achieve thecommon goal of studying Earth’s atmospheric environment, conforming a distributed system. Moreover, as thedifferent satellites are designed to perform different functions, they conform a fractionated system as well: onesatellite acts as a communication node transmitting data to ground stations, while the two other satellites haveenvironment sampling capabilities. Visual intersatellite communication capabilities ensure data transmission amongthe satellites. The presented system is meant as a technology demonstration project for future distributed andfragmented satellite swarm systems for atmospheric planetary exploration. The Attosats are scheduled for launch onOctober 2023 on board of a Momentus spacecraft [less ▲]

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See detailSpatial Spectrum Nulling for Wideband OFDM-DFRC System With Hybrid Beamforming Architecture
Wang, Bowen; Cheng, Ziyang; Wu, Linlong UL et al

in 2022 IEEE Wireless Communications and Networking Conference (WCNC) (2022)

This paper deals with the problem of the hybrid beamforming design of wideband orthogonal frequency division multiplexing (OFDM) dual-function radar-communication (DFRC) system, which is expected to ... [more ▼]

This paper deals with the problem of the hybrid beamforming design of wideband orthogonal frequency division multiplexing (OFDM) dual-function radar-communication (DFRC) system, which is expected to achieve a satisfactory user's spectral efficiency and form excellent space-frequency spectrum behavior as well as spatial nulls on the directions of strong signal-dependent interference (such as clutters) simultaneously. For such purpose, we formulate our problem by maximizing the communication spectral efficiency subject to the constraints of radar integrated sidelobe to mainlobe ratio (ISMR) and spatial spectrum nulling (SSN). Due to the fact that the analog beamformer for all subcarriers and digital beamformer for each subcarrier are simultaneously optimized in the wideband OFDM system, the resultant problem is difficult to solve. Towards that end, an efficient algorithm is devised based on the consensus alternating direction method of multipliers (CADMM) framework. Numerical simulation results demonstrate the superiority of the proposed hybrid beamforming algorithm. [less ▲]

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See detailConversational Agents Trust Calibration: A User-Centred Perspective to Design
Dubiel, Mateusz UL; Daronnat, Sylvain; Leiva, Luis A. UL

in Conversational Agents Trust Calibration: A User-Centred Perspective to Design (2022)

Previous work identified trust as one of the key requirements for adoption and continued use of conversational agents (CAs). Given recent advances in natural language processing and deep learning, it is ... [more ▼]

Previous work identified trust as one of the key requirements for adoption and continued use of conversational agents (CAs). Given recent advances in natural language processing and deep learning, it is currently possible to execute simple goal-oriented tasks by using voice. As CAs start to provide a gateway for purchasing products and booking services online, the question of trust and its impact on users’ reliance and agency becomes ever-more pertinent. This paper collates trust-related literature and proposes four design suggestions that are illustrated through example conversations. Our goal is to encourage discussion on ethical design practices to develop CAs that are capable of employing trust-calibration techniques that should, when relevant, reduce the user’s trust in the agent. We hope that our reflections, based on the synthesis of insights from the fields of human-agent interaction, explainable ai, and information retrieval, can serve as a reminder of the dangers of excessive trust in automation and contribute to more user-centred CA design. [less ▲]

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See detailPhysics-Based Cognitive Radar Modeling and Parameter Estimation
Sedighi, Saeid UL; Mysore Rama Rao, Bhavani Shankar UL; Mishra, Kumar Vijay et al

in IEEE Radar Conference (2022)

We consider the problem of channel response estimation in cognitive fully adaptive radar (CoFAR). We show that this problem can be expressed as a constrained channel estimation problem exploiting the ... [more ▼]

We consider the problem of channel response estimation in cognitive fully adaptive radar (CoFAR). We show that this problem can be expressed as a constrained channel estimation problem exploiting the similarity between the channel impulse responses (CIRs) of the adjacent channels. We develop a constrained CIR estimation (CCIRE) algorithm enhancing estimation performance compared to the unconstrained CIR estimation where the similarity between the CIRs of the adjacent channels is not employed. Further, we we derive the Cram\'{e}r-Rao bound (CRB) for the CCIRE and show the optimality of the proposed CCIRE through comparing its performance with the derived CRB. [less ▲]

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See detailWhat if data protection embraced foresight and speculative design?
Rossi, Arianna UL; Chatellier, Regis; Leucci, Stefano et al

in DRS2022: Bilbao (2022)

Due to rapid technological advancements and the growing “datafication” of our societies, individuals’ privacy constitutes an increasingly explored speculative space for regulators, researchers ... [more ▼]

Due to rapid technological advancements and the growing “datafication” of our societies, individuals’ privacy constitutes an increasingly explored speculative space for regulators, researchers, practitioners, designers and artists. This article reports two experiences at a national and an international data protection authority (i.e., the Commission Nationale de l'Informatique et des Libertés - CNIL - and the European Data Protection Supervisor - EDPS - respectively), where foresight methods and speculative design are employed in policy-making with the goal of anticipating technological trends, their implications for society and their impact on regulations, as well as the effects of existing and upcoming laws on emerging technologies. Such initiatives can enhance strategic proactive abilities, raise public awareness of privacy issues and engender a participatory approach to the design of policies. They can also inspire the research, education and practice of legal design. [less ▲]

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See detailThe “Daffodil” Mission: GNSS-Reflectometry with a 1.5U CubeSat
Wobler, Elliott; Vladyslav, Bohlachov; Sousa, Tiago UL et al

in Proceedings of the 73rd International Astronautical Congress (2022)

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See detailMission to Mars Using Space-Sourced Propellant
Thoemel, Jan UL; Karakatsanis, Panagiotis; Ludwikowski, Mariusz et al

in Proceedings of the International Astronautical Congress, IAC (2022)

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See detailSymbiotic Radio based Spectrum Sharing in Cooperative UAV-IRS Wireless Networks
Solanki, Sourabh UL; Gautam, Sumit; Singh, Vibhum UL et al

in Proceedings of IEEE VTC2022-Spring (2022)

Ambient backscatter communication (AmBC) technology can potentially offer spectral- and energy-efficient solutions for future wireless systems. This paper proposes a novel design to facilitate the ... [more ▼]

Ambient backscatter communication (AmBC) technology can potentially offer spectral- and energy-efficient solutions for future wireless systems. This paper proposes a novel design to facilitate the spectrum sharing between a secondary system and a primary system based on the AmBC technique in intelligent reflective surface (IRS)-assisted unmanned aerial vehicle (UAV) networks. In particular, an IRS-aided UAV cooperatively relays the transmission from a terrestrial primary source node to a user equipment on the ground. On the other hand, leveraging on the AmBC technology, a terrestrial secondary node transmits its information to a terrestrial secondary receiver by modulating and backscattering the ambient relayed radio frequency (RF) signals from the UAV-IRS. The performance of such a system setup is analyzed by deriving the expressions of outage probability and ergodic spectral efficiency. Finally, we present the numerical results to provide useful insights into the system design and also validate the derived theoretical results using Monte Carlo simulations. [less ▲]

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See detailDigitizing Inclusion in a Changing World: Comparing insights into four European countries for matching new global realities
Andersen, Katja Natalie UL; Vogt, Michaela; Bagger, Anette et al

Scientific Conference (2022)

Inclusion and digitalization are among the driving forces in global discourses on education and learning. These global realities cause extensive transformations at local, national, and international ... [more ▼]

Inclusion and digitalization are among the driving forces in global discourses on education and learning. These global realities cause extensive transformations at local, national, and international levels. At the same time, the goal of inclusion is directly interwoven with local conditions, understandings, and historically grown valuations. The concept oscillates between universally shared norms and highly divergent local implementations. Regarding the focus of the symposium it can be assumed that especially in the course of digitalization as one main reaction of the corona pandemic, learning materials are not only expected to be inclusion oriented but also need to be combinable with digital demands to address alls kinds of inequalities amongst students appropriately. Learning materials thus are a central momentum to expatiate on transformations of a changing world. In correspondence with the congress theme, the symposium will therefore discuss how a reflection on centrifugal forces of interdependence and individuality can be located in the context of the immediate everyday life in schools and educational practice. In order to be able to discuss these tensions and current changes within educational practices starting from learning materials, an anchor point is needed in order to open up the international comparison of local specifics. The anchor point for this symposium is a criteria catalog which enables the international comparison of learning materials in their cultural contexts and provides a visualization of local particularities in the field of learning materials (Vogt et al. 2021). If these results are put into relation with the inclusive landscapes in different countries, further insights of relevance for inclusion as a global topic can be generated. The data basis springs from the ITM project (2018-2021, funded by Erasmus+) and other international collections of material. Speakers with expertise in regard to the triangulation of learning materials, inclusion and digitalization from four European universities (Ostrava, Czech Republic; Bielefeld, Germany; Luxemburg and Örebro, Sweden) present their findings in the symposium, more in-depth talks about national perspectives as well as a concluding wrap up. The following research questions are a guideline for each section of the symposium: 1. What are the local specifics and constellations as well as understandings of inclusion as a global reality that are being mirrored in teaching material? 2. How can the international comparison of teaching material impact the advancement of inclusion on a local level? 3. How can international comparative educational research become a driving force in the productive negotiation of globally relevant tensions? The contributions are methodologically based on group discussions and expert interviews about selected learning materials, their quality and criteria for evaluating them. These exchanges have been evaluated with the qualitative content analysis by Mayring (2015). Discourse analysis and context analysis were applied. Furthermore, source corpora of learning material were developed and materials were examined using a qualitative content analysis. This refers to the ITM project from Luxembourg, Örebro and Bielefeld University (Erasmus funding line, 2018-2021) as well as the contribution by Ostrava University. The material mainly comes from primary school education and takes into account various subjects, e.g. mathematics and natural sciences. By looking at the results of the interviews and the analysis of teaching materials as well as on the findings about the cultural and local conditions the presenters were able to develop a deeper understanding about how learning materials are set up for inclusive learning processes and about the underpinning understanding of inclusion in different cultural settings. This is the needed foundation to contextualize everyday practices of teaching and learning with the demands of education within the digital condition. [less ▲]

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See detailVision-Based Safety System for Barrierless Human-Robot Collaboration
Amaya-Mejía, Lina María; Duque-Suárez, Nicolás; Jaramillo-Ramírez, Daniel et al

in 2022 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) (2022)

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See detailWeightwise perfectly balanced functions and nonlinearity
Gini, Agnese UL; Meaux, Pierrick UL

in Codes, Cryptology and Information Security (2022)

In this article we realize a general study on the nonlinearity of weightwise perfectly balanced (WPB) <br />functions. First, we derive upper and lower bounds on the nonlinearity from this class of ... [more ▼]

In this article we realize a general study on the nonlinearity of weightwise perfectly balanced (WPB) <br />functions. First, we derive upper and lower bounds on the nonlinearity from this class of functions for all n. Then, <br />we give a general construction that allows us to provably provide WPB functions with nonlinearity as low as <br />2 <br />n/2−1 <br />and WPB functions with high nonlinearity, at least 2 <br />n−1 − 2 <br />n/2 <br />. We provide concrete examples in 8 and <br />16 variables with high nonlinearity given by this construction. In 8 variables we experimentally obtain functions <br />reaching a nonlinearity of 116 which corresponds to the upper bound of Dobbertin’s conjecture, and it improves <br />upon the maximal nonlinearity of WPB functions recently obtained with genetic algorithms. Finally, we study the <br />distribution of nonlinearity over the set of WPB functions. We examine the exact distribution for n = 4 and provide <br />an algorithm to estimate the distributions for n = 8 and 16, together with the results of our experimental studies for <br />n = 8 and 16. [less ▲]

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See detailRecurrent Design of Probing Waveform for Sparse Bayesian Learning Based DOA Estimation
Wu, Linlong; Dai, Jisheng; Mysore Rama Rao, Bhavani Shankar UL et al

in ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (2022)

Direction-of-arrival (DOA) estimation can be represented as a sparse signal recovery problem and effectively solved by sparse Bayesian learning (SBL). For the DOA estimation in active sensing, the SBL ... [more ▼]

Direction-of-arrival (DOA) estimation can be represented as a sparse signal recovery problem and effectively solved by sparse Bayesian learning (SBL). For the DOA estimation in active sensing, the SBL-based estimation error is related to the transmitted probing waveform. Therefore, it is expected to improve the estimation by waveform optimization. In this paper, we propose a recurrent scheme of waveform design by sequentially leveraging on the previous-round SBL estimates. Within this scheme, we formulate the waveform design problem as a minimization of the SBL estimation variance, which is non-convex and then solved by a majorization-minimization based algorithm. The simulations demonstrate the efficacy of the proposed design scheme in terms of avoiding incorrect detection and accelerating the DOA estimation convergence. Further, the results indicate that the waveform design is essentially a beampattern shaping methodology. [less ▲]

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See detailTheoretical and empirical perspectives on the value of non-formal education
Biewers, Sandra UL; Weis, Daniel UL; Latz, Anita UL

in Carmo, Mafalda (Ed.) Education and New Developments 2022 (2022)

Due to its principles of voluntariness and openness and because of its diverse offer of subject-related educational opportunities, open youth work has a high potential to support young people in their ... [more ▼]

Due to its principles of voluntariness and openness and because of its diverse offer of subject-related educational opportunities, open youth work has a high potential to support young people in their development and self-education. These learning and educational opportunities are holistic and comprehensive and often go far beyond the acquisition of skills and competences. How can these educational processes be described empirically and what form of education can be spoken of here at all? These questions are addressed by the qualitative-reconstructive study "Educational Experiences in Non-formal Settings", which is conducted at the Centre for Childhood and Youth Research (CCY) at the University of Luxembourg. The study examines the subjective educational experiences of young people in open youth work from various perspectives: on the basis of participant observations in youth centres, in problem-centred interviews and group discussions with young people, as well as via a complementary quantitative survey of young people. [less ▲]

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See detailDeep Mining Covid-19 Literature
Sirajzade, Joshgun UL; Bouvry, Pascal UL; Schommer, Christoph UL

in Applied Informatics, 5th International Conference, ICAI 2022, Arequipa, Peru, October 27–29, 2022, Proceedings (2022)

In this paper we investigate how scientific and medical papers about Covid-19 can be effectively mined. For this purpose we use the CORD19 dataset which is a huge collection of all papers published about ... [more ▼]

In this paper we investigate how scientific and medical papers about Covid-19 can be effectively mined. For this purpose we use the CORD19 dataset which is a huge collection of all papers published about and around the SARS-CoV2 virus and the pandemic it caused. We discuss how classical text mining algorithms like Latent Semantic Analysis (LSA) or its modern version Latent Drichlet Allocation (LDA) can be used for this purpose and also touch more modern variant of these algorithms like word2vec which came with deep learning wave and show their advantages and disadvantages each. We finish the paper with showing some topic examples from the corpus and answer questions such as which topics are the most prominent for the corpus or how many percentage of the corpus is dedicated to them. We also give a discussion of how topics around RNA research in connection with Covid-19 can be examined. [less ▲]

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