no code implementations • ACL (NLP4PosImpact) 2021 • Myrthe Reuver, Nicolas Mattis, Marijn Sax, Suzan Verberne, Nava Tintarev, Natali Helberger, Judith Moeller, Sanne Vrijenhoek, Antske Fokkens, Wouter van Atteveldt
In this position paper, we present a research agenda and ideas for facilitating exposure to diverse viewpoints in news recommendation.
no code implementations • 12 Sep 2023 • Alessandra Polimeno, Myrthe Reuver, Sanne Vrijenhoek, Antske Fokkens
News recommender systems play an increasingly influential role in shaping information access within democratic societies.
no code implementations • 17 Apr 2023 • Sanne Vrijenhoek
The MIND dataset is at the moment of writing the most extensive dataset available for the research and development of news recommender systems.
no code implementations • 17 Sep 2022 • Sanne Vrijenhoek, Gabriel Bénédict, Mateo Gutierrez Granada, Daan Odijk, Maarten de Rijke
In traditional recommender system literature, diversity is often seen as the opposite of similarity, and typically defined as the distance between identified topics, categories or word models.
no code implementations • 20 Jul 2022 • Jonathan Stray, Alon Halevy, Parisa Assar, Dylan Hadfield-Menell, Craig Boutilier, Amar Ashar, Lex Beattie, Michael Ekstrand, Claire Leibowicz, Connie Moon Sehat, Sara Johansen, Lianne Kerlin, David Vickrey, Spandana Singh, Sanne Vrijenhoek, Amy Zhang, McKane Andrus, Natali Helberger, Polina Proutskova, Tanushree Mitra, Nina Vasan
We collect a set of values that seem most relevant to recommender systems operating across different domains, then examine them from the perspectives of current industry practice, measurement, product design, and policy approaches.
no code implementations • 18 Dec 2020 • Sanne Vrijenhoek, Mesut Kaya, Nadia Metoui, Judith Möller, Daan Odijk, Natali Helberger
News recommenders help users to find relevant online content and have the potential to fulfill a crucial role in a democratic society, directing the scarce attention of citizens towards the information that is most important to them.