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Trust Networks for Recommender Systems (Paperback, 2011 ed.) Loot Price: R1,532
Discovery Miles 15 320
Trust Networks for Recommender Systems (Paperback, 2011 ed.): Patricia Victor, Chris Cornelis, Martine de Cock

Trust Networks for Recommender Systems (Paperback, 2011 ed.)

Patricia Victor, Chris Cornelis, Martine de Cock

Series: Atlantis Computational Intelligence Systems, 4

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Loot Price R1,532 Discovery Miles 15 320 | Repayment Terms: R144 pm x 12*

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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.

General

Imprint: Atlantis Press (Zeger Karssen)
Country of origin: Netherlands
Series: Atlantis Computational Intelligence Systems, 4
Release date: July 2013
First published: 2011
Authors: Patricia Victor • Chris Cornelis • Martine de Cock
Dimensions: 235 x 155 x 13mm (L x W x T)
Format: Paperback
Pages: 202
Edition: 2011 ed.
ISBN-13: 978-9491216398
Categories: Books > Business & Economics > Business & management > E-commerce
Books > Business & Economics > Business & management > Sales & marketing > General
Books > Computing & IT > Computer hardware & operating systems > Computer architecture & logic design > General
Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN: 9491216392
Barcode: 9789491216398

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