Trust Networks for Recommender Systems: 4 - Rilegato

Victor, Patricia; Cornelis, Chris; De Cock, Martine

 
9789491216077: Trust Networks for Recommender Systems: 4
Rilegato
ISBN 10: 9491216074 ISBN 13: 9789491216077
Casa editrice: Atlantis Pr, 2011

Sinossi

This book describes research performed in the context of trust/distrust propagation and aggregation, and their use in recommender systems. This is a hot research topic with important implications for various application areas. The main innovative contributions of the work are:-new bilattice-based model for trust and distrust, allowing for ignorance and inconsistency-proposals for various propagation and aggregation operators, including the analysis of mathematical properties-Evaluation of these operators on real data, including a discussion on the data sets and their characteristics.-A novel approach for identifying controversial items in a recommender system-An analysis on the utility of including distrust in recommender systems-Various approaches for trust based recommendations (a.o. base on collaborative filtering), an in depth experimental analysis, and proposal for a hybrid approach-Analysis of various user types in recommender systems to optimize bootstrapping of cold start users.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
Atlantis Pr
Data di pubblicazione
2011
Lingua
Inglese
ISBN 10 
9491216074
ISBN 13 
9789491216077
Rilegatura
Copertina rigida
Numero di pagine
248
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

Friedrich-Karl-Str. 9
Hamburg
Germania

Altre edizioni note dello stesso titolo

9789491216398: Trust Networks for Recommender Systems: 4

Edizione in evidenza

ISBN 10:  9491216392 ISBN 13:  9789491216398
Casa editrice: Atlantis Press, 2013
Brossura