Modular ontology; Programming education; Annotations; Learning material
Abstract :
[en] Semantic web technologies such as ontologies can foster the reusability of learning material by introducing common sets of concepts for annotation purposes. However, suggesting learning material from an open, heterogeneous corpus is a nontrivial problem. In this paper, we propose an extensible and lightweight modular ontology for programming education. Its main purpose is to integrate annotated learning material related to programming into an IDE such as Eclipse. Our ontology is based on a modular architecture, which is extensible with respect to different programming languages. Aligning language-specific concepts with user-specific tags allows us to suggest learning resources for code elements in a fine-grained and cross-curricular way. Our concrete implementation establishes relations between learning aspects in Java or C code and annotated resources such as articles on online question-and-answer sites.
Disciplines :
Computer science
Author, co-author :
Grevisse, Christian ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Botev, Jean ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
Rothkugel, Steffen ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC)
External co-authors :
no
Language :
English
Title :
An Extensible and Lightweight Modular Ontology for Programming Education
Publication date :
August 2017
Event name :
Colombian Conference on Computing
Event organizer :
Colombian Computer Society (SCO2)
Event place :
Cali, Colombia
Event date :
from 19-09-2017 to 22-09-2017
Main work title :
Advances in Computing - 12th Colombian Conference, CCC 2017, Cali, Colombia, September 19-22, 2017, Proceedings
Publisher :
Springer
Collection name :
Communications in Computer and Information Science (Volume 735)
Andrews, P., Zaihrayeu, I., Pane, J.: A classification of semantic annotation systems. Semant. Web 3(3), 223–248 (2012)
Chung, H.S., Kim, J.M.: Ontology design for creating adaptive learning path in e-learning environment. In: Lecture Notes in Engineering and Computer Science, pp. 585–588 (2012)
Dehors, S., Faron-Zucker, C.: QBLS: a semantic web based learning system. In: Proceedings of EdMedia: World Conference on Educational Media and Technology 2006, pp. 2795–2802. Association for the Advancement of Computing in Education (AACE) (2006)
Grévisse, C., Botev, J., Rothkugel, S.: Integration of learning material into an advanced project-based learning support platform. In: Proceedings of the 11th International Technology, Education and Development Conference, INTED 2017, pp. 5711–5720 (2017)
Huang, Y., Yudelson, M., Han, S., He, D., Brusilovsky, P.: A framework for dynamic knowledge modeling in textbook-based learning. In: Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, UMAP 2016, pp. 141– 150. ACM (2016)
Ishola, O., McCalla, G.: Tracking and reacting to the evolving knowledge needs of lifelong professional learners. In: Proceedings of the 6th Workshop on Personalization Approaches in Learning Environments (PALE 2016), pp. 68–73 (2016)
Kernighan, B.W., Ritchie, D.M.: The C Programming Language. Prentice Hall Englewood Cliffs, Englewood Cliffs (1988)
Kouneli, A., Solomou, G., Pierrakeas, C., Kameas, A.: Modeling the knowledge domain of the Java programming language as an ontology. In: Popescu, E., Li, Q., Klamma, R., Leung, H., Specht, M. (eds.) ICWL 2012. LNCS, vol. 7558, pp. 152–159. Springer, Heidelberg (2012). doi:10.1007/978-3-642-33642-3 16
Lohmann, S., Thalmann, S., Harrer, A., Maier, R.: Learner-generated annotation of learning resources - lessons from experiments on tagging. J. Univ. Comput. Sci. (2007)
Meccawy, M., Blanchfield, P., Ashman, H., Brailsford, T., Moore, A.: WHURLE 2.0: adaptive learning meets Web 2.0. In: Dillenbourg, P., Specht, M. (eds.) EC-TEL 2008. LNCS, vol. 5192, pp. 274–279. Springer, Heidelberg (2008). doi:10.1007/978-3-540-87605-2 30
Miranda, S., Orciuoli, F., Sampson, D.G.: A skos-based framework for subject ontologies to improve learning experiences. Comput. Hum. Behav. 61, 609–621 (2016)
Pfeiffer, R.H., Wasowski, A.: The design space of multi-language development envi-ronments.Softw.Model.14(1), 383–411 (2015)
Pierrakeas, C., Solomou, G., Kameas, A.: An ontology-based approach in learning programming languages. In: 2012 16th Panhellenic Conference on Informatics, pp. 393–398 (2012)
Ponzanelli, L., Bavota, G., Di Penta, M., Oliveto, R., Lanza, M.: Mining StackOver-flow to turn the IDE into a self-confident programming prompter. In: Proceedings of the 11th Working Conference on Mining Software Repositories, MSR 2014, pp. 102–111 (2014)
Shi, L., Cristea, A.I., Stewart, C., Al Qudah, D.: Students as customers: participatory design for adaptive Web 3.0. In: The Evolution of the Internet in the Business Sector: Web 1.0 to Web 3.0, pp. 306–331 (2014)
Somyürek, S.: The new trends in adaptive educational hypermedia systems. Int. Rev. Res. Open Distrib. Learn. 16(1), 221–241 (2015)
Sosnovsky, S., Gavrilova, T.: Development of educational ontology for C-programming. Int. J. Inf. Theor. Appl. 13(4), 303–308 (2006)
Vesin, B., Ivanović, M., Klašnja-Milićević,A.,Budimac,Z.:Protus2.0:ontology-based semantic recommendation in programming tutoring system. Expert Syst. Appl. 39(15), 12229–12246 (2012)
