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Technical and Regulatory Perspectives on Information Retrieval and Recommender Systems Fairness, Transparency, and Privacy /

This book provides an in-depth treatment of three important topical areas related to regulatory, ethical, and technical discussions in the context of information retrieval and recommender systems (IRRSs): (1) bias, fairness, and non-discrimination, (2) transparency and explainability, and (3) privac...

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Dades bibliogràfiques
Autors principals: Schedl, Markus (Autor), Anelli, Vito Walter (Autor), Lex, Elisabeth (Autor)
Autor corporatiu: SpringerLink (Online service)
Format: Electrònic eBook
Idioma:anglès
Publicat: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Edició:1st ed. 2025.
Col·lecció:The Information Retrieval Series, 50
Matèries:
Information storage and retrieval systems.
Technology > Moral and ethical aspects.
Computers.
Computers and civilization.
Data protection > Law and legislation.
Information Storage and Retrieval.
Ethics of Technology.
Computing Milieux.
Computers and Society.
Privacy.
Accés en línia:https://doi.org/10.1007/978-3-031-69978-8
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Taula de continguts:
  • 1. Introduction
  • 2. Regulatory Initiatives
  • 3. Biases, Fairness, and Non-discrimination
  • 4. Transparency
  • 5. Privacy and Security
  • 6. Conclusions and Open Challenges.

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