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Recommender Systems and their Ethical Challenges
Silvia Milano (University of Oxford), Mariarosaria Taddeo (University of Oxford, The Alan Turing Institute), Luciano Floridi (University of Oxford, The Alan Turing Institute)
Résumé : Abstract This article presents the first, systematic analysis of the ethical challenges posed by recommender systems through a literature review. The article identifies six areas of concern, and maps them onto a proposed taxonomy of different kinds of ethical impact. The analysis uncovers a gap in the literature: currently user-centred approaches do not consider the interests of a variety of other stakeholders—as opposed to just the receivers of a recommendation—in assessing the ethical impacts of a recommender system.