Equality of Voice
Equality of Voice: Towards Fair Representation in Crowdsourced Top-K Recommendations Abhijnan Chakraborty, Gourab K Patro, Niloy Ganguly, Krishna Gummadi, Patrick Loiseau To cite this version: Abhijnan Chakraborty, Gourab K Patro, Niloy Ganguly, Krishna Gummadi, Patrick Loiseau. Equality of Voice: Towards Fair Representation in Crowdsourced Top-K Recommendations. FAT* 2019 - ACM Conference on Fairness, Accountability, and Transparency, Jan 2019, Atlanta, United States. pp.129- 138, 10.1145/3287560.3287570. hal-01959135 HAL Id: hal-01959135 https://hal.archives-ouvertes.fr/hal-01959135 Submitted on 8 Mar 2019 HAL is a multi-disciplinary open access L’archive ouverte pluridisciplinaire HAL, est archive for the deposit and dissemination of sci- destinée au dépôt et à la diffusion de documents entific research documents, whether they are pub- scientifiques de niveau recherche, publiés ou non, lished or not. The documents may come from émanant des établissements d’enseignement et de teaching and research institutions in France or recherche français ou étrangers, des laboratoires abroad, or from public or private research centers. publics ou privés. Equality of Voice: Towards Fair Representation in Crowdsourced Top-K Recommendations Abhijnan Chakraborty Gourab K Patro Niloy Ganguly MPI for Software Systems, Germany IIT Kharagpur, India IIT Kharagpur, India IIT Kharagpur, India Krishna P. Gummadi Patrick Loiseau MPI for Software Systems, Germany Univ. Grenoble Alpes, Inria, CNRS Grenoble INP, LIG & MPI SWS ABSTRACT 1 INTRODUCTION To help their users to discover important items at a particular time, Many websites today are deploying top-K recommendations to help major websites like Twitter, Yelp, TripAdvisor or NYTimes provide their users find important items.
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