• Marianna Bolognesi, Benjamin Timmermans, Lora Aroyo: VisMet and the crowd: what does social tagging reveal about visual metaphors. Metaphor and Metonymy in the Digital Age, pp.99-121
  • Lora Aroyo, Anca Dumitrache, Oana Inel, Zoltán Szlávik, Benjamin Timmermans, Chris Welty: Crowdsourcing Inclusivity: Dealing with Diversity of Opinions, Perspectives and Ambiguity in Annotated Data. WWW 2019


  • Anca Dumitrache, Oana Inel, Lora Aroyo, Benjamin Timmermans, and Chris Welty: CrowdTruth 2.0: Quality Metrics for Crowdsourcing with Disagreement. CrowdBias 2018
  • Agathe Balayn, Panagiotis Mavridis, Alessandro Bozzon, Benjamin
    Timmermans, and Zoltan Szlavik: Characterising and Mitigating Aggregation-Bias in Crowdsourced Toxicity Annotations. CrowdBias 2018
  • Benjamin Timmermans, Monique van Maare, Eva Zinger Mityok: The effect of warnings on irresponsible online purchase behavior. Research Challenge Technical Report, Think Forward Initiative.