Benjamin Timmermans 
contact information
University Programs Netherlands LeadAmsterdam, The Netherlands
links
2020
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics
Tim Draws, Nava Tintarev, Ujwal Gadiraju, Alessandro Bozzon, Benjamin Timmermans
ECML-PKDD, 2020
Tim Draws, Nava Tintarev, Ujwal Gadiraju, Alessandro Bozzon, Benjamin Timmermans
ECML-PKDD, 2020
2019
VisMet and the crowd
Marianna Bolognesi, Benjamin Timmermans, Lora Aroyo
Metaphor and Metonymy in the Digital Age: Theory and methods for building repositories of figurative language8, John Benjamins Publishing Company, 2019
Marianna Bolognesi, Benjamin Timmermans, Lora Aroyo
Metaphor and Metonymy in the Digital Age: Theory and methods for building repositories of figurative language8, John Benjamins Publishing Company, 2019
Crowdsourcing Inclusivity: Dealing with Diversity of Opinions, Perspectives and Ambiguity in Annotated Data
Lora Aroyo, Anca Dumitrache, Oana Inel, Zoltan Szlavik, Benjamin Timmermans, Chris Welty
Companion Proceedings of The 2019 World Wide Web Conference on , pp. 1294-1295
Abstract crowdsourcing, social media, cultural heritage, ibm, multitude, ambiguity, data science, dissenting opinion, computer science, ground truth
Lora Aroyo, Anca Dumitrache, Oana Inel, Zoltan Szlavik, Benjamin Timmermans, Chris Welty
Companion Proceedings of The 2019 World Wide Web Conference on , pp. 1294-1295
Abstract crowdsourcing, social media, cultural heritage, ibm, multitude, ambiguity, data science, dissenting opinion, computer science, ground truth
2018
Expert Disagreement in Sequential Labeling: A Case Study on Adjudication in Medical Time Series Analysis (short paper).
Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin Timmermans, Zolt\'an Szl\'avik
SAD/CrowdBias@ HCOMP, pp. 67--71, 2018
Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin Timmermans, Zolt\'an Szl\'avik
SAD/CrowdBias@ HCOMP, pp. 67--71, 2018
CrowdTruth 2.0: quality metrics for crowdsourcing with disagreement
Anca Dumitrache, Oana Inel, Lora Aroyo, Benjamin Timmermans, Chris Welty
arXiv preprint arXiv:1808.06080, 2018
Anca Dumitrache, Oana Inel, Lora Aroyo, Benjamin Timmermans, Chris Welty
arXiv preprint arXiv:1808.06080, 2018
Empirical methodology for crowdsourcing ground truth
Anca Dumitrache, Oana Inel, Benjamin Timmermans, Carlos Ortiz, Robert-Jan Sips, Lora Aroyo, Chris Welty
arXiv preprint arXiv:1809.08888, 2018
Anca Dumitrache, Oana Inel, Benjamin Timmermans, Carlos Ortiz, Robert-Jan Sips, Lora Aroyo, Chris Welty
arXiv preprint arXiv:1809.08888, 2018
Characterising and Mitigating Aggregation-Bias in Crowdsourced Toxicity Annotations
Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin Timmermans, Zoltan Szlavik
1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management, 67-71, 2018
Abstract crowdsourcing, majority rule, machine learning, computer science, artificial intelligence, data subject
Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin Timmermans, Zoltan Szlavik
1st Workshop on Subjectivity, Ambiguity and Disagreement in Crowdsourcing, and 1st Workshop on Disentangling the Relation Between Crowdsourcing and Bias Management, 67-71, 2018
Abstract crowdsourcing, majority rule, machine learning, computer science, artificial intelligence, data subject
2017
ECrowd: Enterprise Crowdsourcing for Training Cognitive Systems using the Workforce
Benjamin Timmermans, Zolt\'an Szl\'avik, Manfred Overmeen, Alessandro Bozzon
29th Benelux Conference on Artificial Intelligence November 8--9, 2017, Groningen, pp. 396
Benjamin Timmermans, Zolt\'an Szl\'avik, Manfred Overmeen, Alessandro Bozzon
29th Benelux Conference on Artificial Intelligence November 8--9, 2017, Groningen, pp. 396
Computational controversy
Benjamin Timmermans, Tobias Kuhn, Kaspar Beelen, Lora Aroyo
International Conference on Social Informatics, pp. 288--300, 2017
Benjamin Timmermans, Tobias Kuhn, Kaspar Beelen, Lora Aroyo
International Conference on Social Informatics, pp. 288--300, 2017
Crowdsourcing Ambiguity-Aware Ground Truth
ANCA DUMITRACHE, OANA INEL, BENJAMIN TIMMERMANS, LORA AROYO
Collective Intelligence, 2017
ANCA DUMITRACHE, OANA INEL, BENJAMIN TIMMERMANS, LORA AROYO
Collective Intelligence, 2017
Controcurator: Understanding controversy using collective intelligence
Bram Timmermans, Lora Aroyo, T Kuhn, Kaspar Beelen, Evangelos Kanoulas, Bob van de Velde, Gerben van Eerten
Collective Intelligence, 2017
Bram Timmermans, Lora Aroyo, T Kuhn, Kaspar Beelen, Evangelos Kanoulas, Bob van de Velde, Gerben van Eerten
Collective Intelligence, 2017
ControCurator: Human-Machine Framework For Identifying Controversy
Benjamin Timmermans, Kaspar Beelen, Lora Aroyo, Evangelos Kanoulas, Tobias Kuhn, Bob van de Velde, Gerben van Eerten
ICT Open, 2017
Benjamin Timmermans, Kaspar Beelen, Lora Aroyo, Evangelos Kanoulas, Tobias Kuhn, Bob van de Velde, Gerben van Eerten
ICT Open, 2017
2016
Capturing a Collective Intelligence for Cognitive Computing using CrowdTruth
BENJAMIN TIMMERMANS, LORA AROYO
Collective Intelligence, 2016
BENJAMIN TIMMERMANS, LORA AROYO
Collective Intelligence, 2016
Crowdsourcing ground truth data for analysing brainstem tumors in children
Benjamin Timmermans, Zolt\'an Szl\'avik, Robert-Jan Sips
Belgium Netherlands Artificial Intelligence Conference (BNAIC), 2016
Benjamin Timmermans, Zolt\'an Szl\'avik, Robert-Jan Sips
Belgium Netherlands Artificial Intelligence Conference (BNAIC), 2016
The vu sound corpus: Adding more fine-grained annotations to the freesound database
Emiel van Miltenburg, Benjamin Timmermans, Lora Aroyo
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16), pp. 2124--2130, 2016
Emiel van Miltenburg, Benjamin Timmermans, Lora Aroyo
Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC'16), pp. 2124--2130, 2016
CrowdTruth: Methodology for Gathering Annotated Data by Harnessing Disagreement in Crowdsourcing
Anca Dumitrache, Oana Inel, Benjamin Timmermans, Lora Aroyo, Robert-Jan Sips, Chris Welty
ICT Open, 2016
Anca Dumitrache, Oana Inel, Benjamin Timmermans, Lora Aroyo, Robert-Jan Sips, Chris Welty
ICT Open, 2016
Exploiting Disagreement Through Open-Ended Tasks for Capturing Interpretation Spaces
Benjamin Timmermans
Proceedings of the 13th International Conference on The Semantic Web. Latest Advances and New Domains - Volume 9678, pp. 873-882, 2016
Abstract semantic web, semantic gap, semantic interpretation, metadata, crowdsourcing, information retrieval, world wide web, computer science
Benjamin Timmermans
Proceedings of the 13th International Conference on The Semantic Web. Latest Advances and New Domains - Volume 9678, pp. 873-882, 2016
Abstract semantic web, semantic gap, semantic interpretation, metadata, crowdsourcing, information retrieval, world wide web, computer science
2015
CrowdTruth: Machine-Human Computation Framework for Harnessing Disagreement in Gathering Annotated Data
Anca Dumitrache, Oana Inel, Benjamin Timmermans, Lora Aroyo, Robert-Jan Sips
PDF hosted at the Radboud Repository of the Radboud University Nijmegen, 15, 2015
Anca Dumitrache, Oana Inel, Benjamin Timmermans, Lora Aroyo, Robert-Jan Sips
PDF hosted at the Radboud Repository of the Radboud University Nijmegen, 15, 2015
Provenance-driven representation of crowdsourcing data for efficient data analysis
Carlos Martinez-Ortiz, Lora Aroyo, Oana Inel, Stavros Champilomatis, Anca Dumitrache, Benjamin Timmermans
2015 IEEE 11th International Conference on e-Science, pp. 300--303
Carlos Martinez-Ortiz, Lora Aroyo, Oana Inel, Stavros Champilomatis, Anca Dumitrache, Benjamin Timmermans
2015 IEEE 11th International Conference on e-Science, pp. 300--303
Crowdsourcing ground truth for Question Answering using CrowdTruth
Benjamin Timmermans, Lora Aroyo, Chris Welty
Proceedings of the ACM Web Science Conference on , 2015
Abstract crowdsourcing, question answering, semantic interpretation, ground truth, use case, information retrieval, data science, annotation, majority rule, computer science, multitude
Benjamin Timmermans, Lora Aroyo, Chris Welty
Proceedings of the ACM Web Science Conference on , 2015
Abstract crowdsourcing, question answering, semantic interpretation, ground truth, use case, information retrieval, data science, annotation, majority rule, computer science, multitude