Building the social graph of the history of European integration: a pipeline for humanist-machine interaction in the digital humanities

Lars Wieneke; Marten Düring; Ghislain Silaume; Carine Lallemand; Vincenzo Croce; Marilena Lazzarro; Francesco Nucci; Chiara Pasini; Piero Fraternali; Marco Tagliasacchi; Mark Melenhorst; Jasminko Novak; Isabel Micheel; Erik Harloff; Javier Garcia Moron

doi:10.1007/978-3-642-55285-4_7

Building the social graph of the history of European integration: a pipeline for humanist-machine interaction in the digital humanities

Lars Wieneke
, Marten Düring
, Ghislain Silaume
, Carine Lallemand
, Vincenzo Croce
, Marilena Lazzarro
, Francesco Nucci
, Chiara Pasini
, Piero Fraternali
, Marco Tagliasacchi
, Mark Melenhorst
, Jasminko Novak
, Isabel Micheel
, Erik Harloff
, Javier Garcia Moron

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

3 Citations (Scopus)

Abstract

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.

Original language	English
Title of host publication	Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers
Publisher	Springer
Pages	86-99
Number of pages	14
ISBN (Print)	9783642552847
DOIs	https://doi.org/10.1007/978-3-642-55285-4_7
Publication status	Published - 1 Jan 2014
Externally published	Yes
Event	5th International Conference on Social Informatics, SocInfo 2013 - Kyoto, Japan Duration: 25 Nov 2013 → 25 Nov 2013

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	8359 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	5th International Conference on Social Informatics, SocInfo 2013
Country/Territory	Japan
City	Kyoto
Period	25/11/13 → 25/11/13

Keywords

Data visualization
Digital Humanities
Entity linking
European Studies
Face recognition
History
Human-machine Interaction
User centered design

Access to Document

10.1007/978-3-642-55285-4_7

Cite this

Wieneke, L., Düring, M., Silaume, G., Lallemand, C., Croce, V., Lazzarro, M., Nucci, F., Pasini, C., Fraternali, P., Tagliasacchi, M., Melenhorst, M., Novak, J., Micheel, I., Harloff, E., & Garcia Moron, J. (2014). Building the social graph of the history of European integration: a pipeline for humanist-machine interaction in the digital humanities. In Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers (pp. 86-99). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8359 LNCS). Springer. https://doi.org/10.1007/978-3-642-55285-4_7

Wieneke, Lars ; Düring, Marten ; Silaume, Ghislain et al. / Building the social graph of the history of European integration : a pipeline for humanist-machine interaction in the digital humanities. Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers. Springer, 2014. pp. 86-99 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "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.",

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Wieneke, L, Düring, M, Silaume, G, Lallemand, C, Croce, V, Lazzarro, M, Nucci, F, Pasini, C, Fraternali, P, Tagliasacchi, M, Melenhorst, M, Novak, J, Micheel, I, Harloff, E & Garcia Moron, J 2014, Building the social graph of the history of European integration: a pipeline for humanist-machine interaction in the digital humanities. in Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 8359 LNCS, Springer, pp. 86-99, 5th International Conference on Social Informatics, SocInfo 2013, Kyoto, Japan, 25/11/13. https://doi.org/10.1007/978-3-642-55285-4_7

Building the social graph of the history of European integration: a pipeline for humanist-machine interaction in the digital humanities. / Wieneke, Lars; Düring, Marten; Silaume, Ghislain et al.
Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers. Springer, 2014. p. 86-99 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 8359 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Croce, Vincenzo

AU - Lazzarro, Marilena

AU - Nucci, Francesco

AU - Pasini, Chiara

AU - Fraternali, Piero

AU - Tagliasacchi, Marco

AU - Melenhorst, Mark

AU - Novak, Jasminko

AU - Micheel, Isabel

AU - Harloff, Erik

AU - Garcia Moron, Javier

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AB - 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.

KW - Data visualization

KW - Digital Humanities

KW - Entity linking

KW - European Studies

KW - Face recognition

KW - History

KW - Human-machine Interaction

KW - User centered design

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DO - 10.1007/978-3-642-55285-4_7

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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BT - Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers

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Wieneke L, Düring M, Silaume G, Lallemand C, Croce V, Lazzarro M et al. Building the social graph of the history of European integration: a pipeline for humanist-machine interaction in the digital humanities. In Social Informatics - SocInfo 2013 International Workshops QMC and HISTOINFORMATICS, Revised Selected Papers. Springer. 2014. p. 86-99. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-55285-4_7

Building the social graph of the history of European integration: a pipeline for humanist-machine interaction in the digital humanities

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Keywords

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