Recommender systems and their ethical challenges

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Type Paper
Created 2020-12-01
Available at doi.org/10.1007/s00146-020-00950-y
Identifier ISSN: 1435-5655
Description

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.

Relations

gives cons of Recommender system

A recommender system, or a recommendation system (sometimes replacing 'system' with a synonym such as...

about Recommender system ethics

Ethical challenges posed by recommender systems.

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8.0 /10
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janarez
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8 rating 7 level 7 clarity 4 user's background

A review of the current situation in recommender systems with respect to ethics. It's a paper, so it's not an easy read. However, I still recommend it as it asks important questions that we should be thinking about.