Title
CaptureBias: Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos
Author
de Jong, M. (TU Delft Web Information Systems)
Mavridis, P. (Vrije Universiteit Amsterdam) 
Aroyo, Lora (Universiteit Leiden)
Bozzon, A. (TU Delft Web Information Systems)
Vos, Jesse de (Nederlands Instituut voor Beeld en Geluid)
Oomen, Johan (Nederlands Instituut voor Beeld en Geluid)
Dimitrova, Antoaneta (Universiteit Leiden)
Badenoch, Alec (Universiteit Utrecht)
Contributor
Aroyo, Lora (editor)
Dumitrache, Anca (editor)
Paritosh, Praveen (editor)
Quinn, Alex (editor)
Welty, Chris (editor)
Checco, Alessandro (editor)
Demartini, Gianluca (editor)
Gadiraju, Ujwal (editor)
Sarasua, Cristina (editor)
Date
2018
Abstract
In this project we explore the presence of ambiguity in textual and visual media and its influence on accurately understanding and
capturing bias in news. We study this topic in the context of supporting
media scholars and social scientists in their media analysis. Our focus
lies on racial and gender bias as well as framing and the comparison
of their manifestation across modalities, cultures and languages. In this
paper we lay out a human in the loop approach to investigate the role of
ambiguity in detection and interpretation of bias.
Subject
Bias detection
bias in news video files
ambiguity-aware bias representation
disagreement
machine learning
crowdsourcing
human in the loop
To reference this document use:
http://resolver.tudelft.nl/uuid:32a35ba0-d3f9-4681-8fee-59134e87466a
Publisher
CEUR-WS
Source
Proceedings of the 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and Short Paper Proceedings of the 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management, 2276
Event
1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management, 2018-07-05, University of Zurich, Zurich, Switzerland
Series
CEUR Workshop Proceedings, 1613-0073, 2276
Bibliographical note
Accepted Author Manuscript
Part of collection
Institutional Repository
Document type
conference paper
Rights
© 2018 M. de Jong, P. Mavridis, Lora Aroyo, A. Bozzon, Jesse de Vos, Johan Oomen, Antoaneta Dimitrova, Alec Badenoch