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020 _a9789819705382
_9978-981-97-0538-2
024 7 _a10.1007/978-981-97-0538-2
_2doi
050 4 _aQA76.9.D3
072 7 _aUN
_2bicssc
072 7 _aCOM021000
_2bisacsh
072 7 _aUN
_2thema
100 1 _aKar, Pushpendu.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_978582
245 1 0 _aRecommender Systems: Algorithms and their Applications
_h[electronic resource] /
_cby Pushpendu Kar, Monideepa Roy, Sujoy Datta.
250 _a1st ed. 2024.
264 1 _aSingapore :
_bSpringer Nature Singapore :
_bImprint: Springer,
_c2024.
300 _aXIV, 165 p. 64 illus., 43 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aTransactions on Computer Systems and Networks,
_x2730-7492
505 0 _aIntroduction -- Overview of Recommendtion system Algorithms -- Collaborative Filtering -- Matrix decomposition for Recommendtion -- Clustering.
520 _aThe 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.
650 0 _aDatabase management.
_960571
650 0 _aArtificial intelligence.
_958441
650 0 _aQuantitative research.
650 1 4 _aDatabase Management System.
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aData Analysis and Big Data.
700 1 _aRoy, Monideepa.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_978583
700 1 _aDatta, Sujoy.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_978584
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9789819705375
776 0 8 _iPrinted edition:
_z9789819705399
776 0 8 _iPrinted edition:
_z9789819705405
830 0 _aTransactions on Computer Systems and Networks,
_x2730-7492
_967020
856 4 0 _uhttps://doi.org/10.1007/978-981-97-0538-2
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
999 _c60674
_d60674