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oapen-20.500.12657-754022023-08-15T02:31:50Z Recommender Systems: Legal and Ethical Issues Genovesi, Sergio Kaesling, Katharina Robbins, Scott Algorithmic Fairness in Recommender Systems Discrimination and Fairness on Online Platforms Ethics of Artificial Intelligence Explainability in Recommender Systems Legal Regulation of Recommender Systems Manipulation and Nudging on Online Platforms Personal Autonomy of Platform Users Recommender Systems in Platform Regulation Transparency in Recommender Systems bic Book Industry Communication::H Humanities::HP Philosophy::HPQ Ethics & moral philosophy This open access contributed volume examines the ethical and legal foundations of (future) policies on recommender systems and offers a transdisciplinary approach to tackle important issues related to their development, use and integration into online eco-systems. This volume scrutinizes the values driving automated recommendations - what is important for an individual receiving the recommendation, the company on which that platform was received, and society at large might diverge. The volume addresses concerns about manipulation of individuals and risks for personal autonomy. From a legal perspective, the volume offers a much-needed evaluation of regulatory needs and lawmakers’ answers in various legal disciplines. The focus is on European Union measures of platform regulation, consumer protection and anti-discrimination law. The volume will be of particular interest to the community of legal scholars dealing with platform regulation and algorithmic decision making. By including specific use cases, the volume also exposes pitfalls associated with current models of regulation. Beyond the juxtaposition of purely ethical and legal perspectives, the volume contains truly interdisciplinary work on various aspects of recommender systems. 2023-08-14T15:55:51Z 2023-08-14T15:55:51Z 2023 book ONIX_20230814_9783031348044_26 9783031348044 9783031348037 https://library.oapen.org/handle/20.500.12657/75402 eng The International Library of Ethics, Law and Technology application/pdf n/a 978-3-031-34804-4.pdf https://link.springer.com/978-3-031-34804-4 Springer Nature Springer International Publishing 10.1007/978-3-031-34804-4 10.1007/978-3-031-34804-4 6c6992af-b843-4f46-859c-f6e9998e40d5 17549920-2ada-46c2-b7c3-906ce6ff4745 9783031348044 9783031348037 Springer International Publishing 40 222 Cham [...] open access
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This open access contributed volume examines the ethical and legal foundations of (future) policies on recommender systems and offers a transdisciplinary approach to tackle important issues related to their development, use and integration into online eco-systems. This volume scrutinizes the values driving automated recommendations - what is important for an individual receiving the recommendation, the company on which that platform was received, and society at large might diverge. The volume addresses concerns about manipulation of individuals and risks for personal autonomy. From a legal perspective, the volume offers a much-needed evaluation of regulatory needs and lawmakers’ answers in various legal disciplines. The focus is on European Union measures of platform regulation, consumer protection and anti-discrimination law. The volume will be of particular interest to the community of legal scholars dealing with platform regulation and algorithmic decision making. By including specific use cases, the volume also exposes pitfalls associated with current models of regulation. Beyond the juxtaposition of purely ethical and legal perspectives, the volume contains truly interdisciplinary work on various aspects of recommender systems.
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