Context-Aware Ranking with Factorization Models / Steffen Rendle / Buch / Studies in Computational Intelligence / Book / Englisch / 2010 / Springer Berlin / EAN 9783642168970 - gebunden oder broschiert
2010, ISBN: 9783642168970
[ED: Gebunden], [PU: Springer Berlin], Context-aware ranking is an important task with many applications. E.g. in recommender systems items (products, movies, ...) and for search engines … Mehr…
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Context-Aware Ranking with Factorization Models Steffen Rendle Buch Studies in Computational Intelligence Book Englisch 2010 Springer Berlin EAN 9783642168970 - gebunden oder broschiert
2010, ISBN: 9783642168970
[ED: Gebunden], [PU: Springer Berlin], Context-aware ranking is an important task with many applications. E.g. in recommender systems items (products, movies, ...) and for search engines … Mehr…
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2010, ISBN: 3642168973
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2010, ISBN: 3642168973
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Context-Aware Ranking with Factorization Models / Steffen Rendle / Buch / Studies in Computational Intelligence / Book / Englisch / 2010 / Springer Berlin / EAN 9783642168970 - gebunden oder broschiert
2010, ISBN: 9783642168970
[ED: Gebunden], [PU: Springer Berlin], Context-aware ranking is an important task with many applications. E.g. in recommender systems items (products, movies, ...) and for search engines … Mehr…
Rendle, Steffen:
Context-Aware Ranking with Factorization Models Steffen Rendle Buch Studies in Computational Intelligence Book Englisch 2010 Springer Berlin EAN 9783642168970 - gebunden oder broschiert2010, ISBN: 9783642168970
[ED: Gebunden], [PU: Springer Berlin], Context-aware ranking is an important task with many applications. E.g. in recommender systems items (products, movies, ...) and for search engines … Mehr…
2010
ISBN: 3642168973
Von Rendle, Steffen Rendle, Steffen Context-Aware Ranking with Factorization Models. Unser Preis. Neubindung, Buch fehlerhaft geklebt 10452488/12. Context-Aware Ranking with Factorization… Mehr…
2010, ISBN: 3642168973
[EAN: 9783642168970], Gebraucht, guter Zustand, [PU: Springer Berlin], FACTORIZATION MODELS,CONTEXT-AWARE RANKING,RECOMMENDER SYSTEMS,COMPUTATIONAL INTELLIGENCE,, Neubindung, Buch fehlerh… Mehr…
2010, ISBN: 9783642168970
[PU: Springer Berlin], Neubindung, Buch fehlerhaft geklebt 10452488/12, DE, [SC: 3.00], gebraucht; sehr gut, gewerbliches Angebot, 2011, Banküberweisung, PayPal, Klarna-Sofortüberweisung,… Mehr…
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Detailangaben zum Buch - Context-Aware Ranking with Factorization Models
EAN (ISBN-13): 9783642168970
ISBN (ISBN-10): 3642168973
Gebundene Ausgabe
Erscheinungsjahr: 2010
Herausgeber: Springer Berlin
180 Seiten
Gewicht: 0,432 kg
Sprache: eng/Englisch
Buch in der Datenbank seit 2008-06-24T10:14:52+02:00 (Zurich)
Detailseite zuletzt geändert am 2023-06-27T02:06:56+02:00 (Zurich)
ISBN/EAN: 9783642168970
ISBN - alternative Schreibweisen:
3-642-16897-3, 978-3-642-16897-0
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: steffen, rendle
Titel des Buches: context, models, ranking, intelligence studies
Daten vom Verlag:
Autor/in: Steffen Rendle
Titel: Studies in Computational Intelligence; Context-Aware Ranking with Factorization Models
Verlag: Springer; Springer Berlin
180 Seiten
Erscheinungsjahr: 2010-11-11
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XII, 180 p.
BB; Hardcover, Softcover / Technik/Allgemeines, Lexika; Künstliche Intelligenz; Verstehen; Computational Intelligence; Context-aware Ranking; Factorization Models; Recommender Systems; Computational Intelligence; Artificial Intelligence; EA; BC
Context-aware ranking is an important task with many applications. E.g. in recommender systems items (products, movies, ...) and for search engines webpages should be ranked. In all these applications, the ranking is not global (i.e. always the same) but depends on the context. Simple examples for context are the user for recommender systems and the query for search engines. More complicated context includes time, last actions, etc. The major problem is that typically the variable domains (e.g. customers, products) are categorical and huge, the observations are very sparse and only positive events are observed. In this book, a generic method for context-aware ranking as well as its application are presented. For modelling a new factorization based on pairwise interactions is proposed and compared to other tensor factorization approaches. For learning, the `Bayesian Context-aware Ranking' framework consisting of an optimization criterion and algorithm is developed. The second main part of the book applies this general theory to the three scenarios of item, tag and sequential-set recommendation. Furthermore extensions of time-variant factors and one-class problems are studied. This book generalizes and builds on work that has received the `WWW 2010 Best Paper Award', the `WSDM 2010 Best Student Paper Award' and the `ECML/PKDD 2009 Best Discovery Challenge Award'.Presents a unified theory of context-aware ranking that subsumes several recommendation tasks such as item, tag and context-aware recommendation Easily readable and understandable Written by an expert in the field
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