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CaptureBias : Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos. / Jong, Markus de; Mavridis, Panagiotis; Aroyo, Lora; Bozzon, Alessandro; Vos, Jesse de; Oomen, Johan; Dimitrova, Antoaneta; Badenoch, Alec.

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. ed. / Lora Aroyo; Anca Dumitrache; Praveen Paritosh; Alex Quinn; Chris Welty; Alessandro Checco; Gianluca Demartini; Ujwal Gadiraju; Cristina Sarasua. Vol. 2276 CEUR, 2018. p. 32-40 4 (CEUR Workshop Proceedings; Vol. 2276).

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

Harvard

Jong, MD, Mavridis, P, Aroyo, L, Bozzon, A, Vos, JD, Oomen, J, Dimitrova, A & Badenoch, A 2018, CaptureBias: Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos. in L Aroyo, A Dumitrache, P Paritosh, A Quinn, C Welty, A Checco, G Demartini, U Gadiraju & C Sarasua (eds), 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. vol. 2276, 4, CEUR Workshop Proceedings, vol. 2276, CEUR, pp. 32-40, 1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management, Zurich, Switzerland, 5/07/18.

APA

Jong, M. D., Mavridis, P., Aroyo, L., Bozzon, A., Vos, J. D., Oomen, J., ... Badenoch, A. (2018). CaptureBias: Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos. In L. Aroyo, A. Dumitrache, P. Paritosh, A. Quinn, C. Welty, A. Checco, G. Demartini, U. Gadiraju, ... C. Sarasua (Eds.), 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 (Vol. 2276, pp. 32-40). [4] (CEUR Workshop Proceedings; Vol. 2276). CEUR.

Vancouver

Jong MD, Mavridis P, Aroyo L, Bozzon A, Vos JD, Oomen J et al. CaptureBias: Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos. In Aroyo L, Dumitrache A, Paritosh P, Quinn A, Welty C, Checco A, Demartini G, Gadiraju U, Sarasua C, editors, 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. Vol. 2276. CEUR. 2018. p. 32-40. 4. (CEUR Workshop Proceedings).

Author

Jong, Markus de ; Mavridis, Panagiotis ; Aroyo, Lora ; Bozzon, Alessandro ; Vos, Jesse de ; Oomen, Johan ; Dimitrova, Antoaneta ; Badenoch, Alec. / CaptureBias : Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos. 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. editor / Lora Aroyo ; Anca Dumitrache ; Praveen Paritosh ; Alex Quinn ; Chris Welty ; Alessandro Checco ; Gianluca Demartini ; Ujwal Gadiraju ; Cristina Sarasua. Vol. 2276 CEUR, 2018. pp. 32-40 (CEUR Workshop Proceedings).

BibTeX

@inproceedings{32a35ba0d3f946818fee59134e87466a,
title = "CaptureBias: Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos",
abstract = "In this project we explore the presence of ambiguity in textual and visual media and its influence on accurately understanding andcapturing bias in news. We study this topic in the context of supportingmedia scholars and social scientists in their media analysis. Our focuslies on racial and gender bias as well as framing and the comparisonof their manifestation across modalities, cultures and languages. In thispaper we lay out a human in the loop approach to investigate the role ofambiguity in detection and interpretation of bias.",
keywords = "Bias detection, bias in news video files, ambiguity-aware bias representation, disagreement, machine learning, crowdsourcing, human in the loop",
author = "Jong, {Markus de} and Panagiotis Mavridis and Lora Aroyo and Alessandro Bozzon and Vos, {Jesse de} and Johan Oomen and Antoaneta Dimitrova and Alec Badenoch",
note = "Accepted Author Manuscript",
year = "2018",
language = "English",
volume = "2276",
series = "CEUR Workshop Proceedings",
publisher = "CEUR",
pages = "32--40",
editor = "Lora Aroyo and Anca Dumitrache and Praveen Paritosh and Alex Quinn and Chris Welty and Alessandro Checco and Gianluca Demartini and Ujwal Gadiraju and Cristina Sarasua",
booktitle = "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",

}

RIS

TY - GEN

T1 - CaptureBias

T2 - Supporting Media Scholars with Ambiguity-Aware Bias Representation for News Videos

AU - Jong, Markus de

AU - Mavridis, Panagiotis

AU - Aroyo, Lora

AU - Bozzon, Alessandro

AU - Vos, Jesse de

AU - Oomen, Johan

AU - Dimitrova, Antoaneta

AU - Badenoch, Alec

N1 - Accepted Author Manuscript

PY - 2018

Y1 - 2018

N2 - In this project we explore the presence of ambiguity in textual and visual media and its influence on accurately understanding andcapturing bias in news. We study this topic in the context of supportingmedia scholars and social scientists in their media analysis. Our focuslies on racial and gender bias as well as framing and the comparisonof their manifestation across modalities, cultures and languages. In thispaper we lay out a human in the loop approach to investigate the role ofambiguity in detection and interpretation of bias.

AB - In this project we explore the presence of ambiguity in textual and visual media and its influence on accurately understanding andcapturing bias in news. We study this topic in the context of supportingmedia scholars and social scientists in their media analysis. Our focuslies on racial and gender bias as well as framing and the comparisonof their manifestation across modalities, cultures and languages. In thispaper we lay out a human in the loop approach to investigate the role ofambiguity in detection and interpretation of bias.

KW - Bias detection

KW - bias in news video files

KW - ambiguity-aware bias representation

KW - disagreement

KW - machine learning

KW - crowdsourcing

KW - human in the loop

M3 - Conference contribution

VL - 2276

T3 - CEUR Workshop Proceedings

SP - 32

EP - 40

BT - 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

A2 - Aroyo, Lora

A2 - Dumitrache, Anca

A2 - Paritosh, Praveen

A2 - Quinn, Alex

A2 - Welty, Chris

A2 - Checco, Alessandro

A2 - Demartini, Gianluca

A2 - Gadiraju, Ujwal

A2 - Sarasua, Cristina

PB - CEUR

ER -

ID: 51570406