Recommender Systems: Algorithms and their Applications
The book includes a thorough examination of the many types of algorithms for recommender systems, as well as a comparative analysis of them. It addresses the problem of dealing with the large amounts of data generated by the recommender system. The book also includes two case studies on recommender...
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| Autors principals: | , , |
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| Autor corporatiu: | |
| Format: | Electrònic eBook |
| Idioma: | anglès |
| Publicat: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2024.
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| Edició: | 1st ed. 2024. |
| Col·lecció: | Transactions on Computer Systems and Networks,
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| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-981-97-0538-2 |
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| Sumari: | The book includes a thorough examination of the many types of algorithms for recommender systems, as well as a comparative analysis of them. It addresses the problem of dealing with the large amounts of data generated by the recommender system. The book also includes two case studies on recommender system applications in healthcare monitoring and military surveillance. It demonstrates how to create attack-resistant and trust-centric recommender systems for sensitive data applications. This book provides a solid foundation for designing recommender systems for use in healthcare and defense. |
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| Descripció física: | XIV, 165 p. 64 illus., 43 illus. in color. online resource. |
| ISBN: | 9789819705382 |
| ISSN: | 2730-7492 |
| DOI: | 10.1007/978-981-97-0538-2 |