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Building the social graph of the history of European integration: A pipeline for humanist-machine interaction in the digital humanities
Wieneke, Lars; Düring, M.; Silaume, G. et al.
2014In Lecture Notes in Computer Science, 8359 LNCS, p. 86-99
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Keywords :
Data visualization; Digital Humanities; Entity linking; European Studies; Face recognition; History; Human-machine Interaction; User centered design; Information science; Human machine interaction; User centered designs
Abstract :
[en] The breadth and scale of multimedia archives provides a tremendous potential for historical research that hasn't been fully tapped up to know. In this paper we want to discuss the approach taken by the History of Europe application, a demonstrator for the integration of human and machine computation that combines the power of face recognition technology with two distinctively different crowd-sourcing approaches to compute co-occurrences of persons in historical image sets. These co-occurrences are turned into a social graph that connects persons with each other and positions them, through information about the date and location of recording, in time and space. The resulting visualization of the graph as well as analytical tools can help historians to find new impulses for research and to un-earth previously unknown relationships. As such the integration of human expertise and machine computation enables a new class of applications for the exploration of multimedia archives with significant potential for the digital humanities. © 2014 Springer-Verlag.
Disciplines :
Social & behavioral sciences, psychology: Multidisciplinary, general & others
Identifiers :
eid=2-s2.0-84901685050
Author, co-author :
Wieneke, Lars  ;  University of Luxembourg > Luxembourg Centre for Contemporary and Digital History (C2DH) > Digital Infrastructure
Düring, M.;  Centre Virtuel de la Connaissance Sur l'Europe, Château de Sanem L - 4992 Sanem G.-D., Luxembourg
Silaume, G.;  Centre Virtuel de la Connaissance Sur l'Europe, Château de Sanem L - 4992 Sanem G.-D., Luxembourg
Lallemand, Carine  ;  University of Luxembourg > Faculty of Humanities, Education and Social Sciences (FHSE) > Department of Behavioural and Cognitive Sciences (DBCS)
Croce, V.;  Engineering Ingegneria Informatica S.p.a., via S.Martino della battagli, 56, Rome, Italy
Lazzarro, M.;  Engineering Ingegneria Informatica S.p.a., via S.Martino della battagli, 56, Rome, Italy
Nucci, F.;  Engineering Ingegneria Informatica S.p.a., via S.Martino della battagli, 56, Rome, Italy
Pasini, C.;  Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy
Fraternali, P.;  Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy
Tagliasacchi, M.;  Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Piazza Leonardo da Vinci, 32, 20133 Milano, Italy
Melenhorst, M.;  Delft University of Technology, P.O. Box 5, 2600 AA Delft, Netherlands
Novak, J.;  European Institute for Participatory Media, Wilhelmstr. 67, 10117 Berlin, Germany
Micheel, I.;  European Institute for Participatory Media, Wilhelmstr. 67, 10117 Berlin, Germany
Harloff, E.;  European Institute for Participatory Media, Wilhelmstr. 67, 10117 Berlin, Germany
Garcia Moron, J.;  Homeria Open Solutions S.L., Edificio Tajo de Gestión del Conocimiento, Avenida Universidad, s/n, Cáceves, Spain
More authors (5 more) Less
External co-authors :
yes
Title :
Building the social graph of the history of European integration: A pipeline for humanist-machine interaction in the digital humanities
Publication date :
2014
Event name :
5th International Conference on Social Informatics, SocInfo 2013
Event date :
25 November 2013 through 25 November 2013
Audience :
International
Journal title :
Lecture Notes in Computer Science
ISSN :
0302-9743
eISSN :
1611-3349
Publisher :
Springer Verlag
Volume :
8359 LNCS
Pages :
86-99
Peer reviewed :
Peer reviewed
Funders :
Seventh Framework Programme, FP7: 287704
Living Analytics Reserch Centre (LARC);Rakuten;RECRUIT
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