02934nam a22005655i 4500 978-981-97-0538-2 DE-He213 20251030112308.0 cr nn 008mamaa 240611s2024 si | s |||| 0|eng d 9789819705382 978-981-97-0538-2 10.1007/978-981-97-0538-2 doi QA76.9.D3 UN bicssc COM021000 bisacsh UN thema Kar, Pushpendu. author. aut http://id.loc.gov/vocabulary/relators/aut 78582 Recommender Systems: Algorithms and their Applications [electronic resource] / by Pushpendu Kar, Monideepa Roy, Sujoy Datta. 1st ed. 2024. Singapore : Springer Nature Singapore : Imprint: Springer, 2024. XIV, 165 p. 64 illus., 43 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Transactions on Computer Systems and Networks, 2730-7492 Introduction -- Overview of Recommendtion system Algorithms -- Collaborative Filtering -- Matrix decomposition for Recommendtion -- Clustering. 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. Database management. 60571 Artificial intelligence. 58441 Quantitative research. Database Management System. Artificial Intelligence. 58441 Data Analysis and Big Data. Roy, Monideepa. author. aut http://id.loc.gov/vocabulary/relators/aut 78583 Datta, Sujoy. author. aut http://id.loc.gov/vocabulary/relators/aut 78584 SpringerLink (Online service) Springer Nature eBook Printed edition: 9789819705375 Printed edition: 9789819705399 Printed edition: 9789819705405 Transactions on Computer Systems and Networks, 2730-7492 67020 https://doi.org/10.1007/978-981-97-0538-2 ZDB-2-SCS ZDB-2-SXCS 60674 60674