Recommender Systems: Algorithms and their Applications
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Beschreibung
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.
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.
Studies different types of algorithms for recommender systems along with their comparative analysis Presents case studies of the application of recommender system in healthcare monitoring and military surveillance Shows how to design attack-resistant and trust-centric recommender systems for applications dealing with sensitive data
Autor*in
Pushpendu Kar
Themen in »Recommender Systems: Algorithms and their Applications«
Recomender Systems Types of Recommender Systems Recommender System Algorithms Attack-resistant Recommender System Trust-centric Recommender System Recommender System in Healthcare and Defense Algorithms for Recommender Systems Recommender System Applications