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Titlebook: Trust Networks for Recommender Systems; Patricia Victor,Chris Cornelis,Martine de Cock Book 2011 Atlantis Press 2011 Artificial Intelligen

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书目名称Trust Networks for Recommender Systems
编辑Patricia Victor,Chris Cornelis,Martine de Cock
视频video
概述Includes the first in-depth investigation of the potential of distrust in the newly emerging domain of trust-enhanced recommendation.Puts the budding field of trust-enhanced recommender systems more p
丛书名称Atlantis Computational Intelligence Systems
图书封面Titlebook: Trust Networks for Recommender Systems;  Patricia Victor,Chris Cornelis,Martine de Cock Book 2011 Atlantis Press 2011 Artificial Intelligen
描述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.
出版日期Book 2011
关键词Artificial Intelligence; Fuzzy Logic; Recommender Systems; Trust Networks
版次1
doihttps://doi.org/10.2991/978-94-91216-08-4
isbn_softcover978-94-91216-39-8
isbn_ebook978-94-91216-08-4Series ISSN 1875-7650 Series E-ISSN 2215-1710
issn_series 1875-7650
copyrightAtlantis Press 2011
The information of publication is updating

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