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Item Details
| Title:
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TRUST NETWORKS FOR RECOMMENDER SYSTEMS
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| By: |
Patricia Victor, Chris Cornelis, Martine de Cock |
| Format: |
Paperback |
| List price:
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£90.00 |
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We currently do not stock this item, please contact the publisher directly for
further information.
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| ISBN 10: |
9491216392 |
| ISBN 13: |
9789491216398 |
| Publisher: |
ATLANTIS PRESS (ZEGER KARSSEN) |
| Pub. date: |
14 July, 2013 |
| Edition: |
Edition. ed. |
| Series: |
Atlantis Computational Intelligence Systems 4 |
| Pages: |
202 |
| Description: |
Featuring innovative contributions to the field such as a new bilattice-based model for trust and distrust, this book on a hot research topic is the first in-depth study of the potential of distrust in the emerging domain of trust-enhanced recommendation. |
| Synopsis: |
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. |
| Illustrations: |
26 Tables, black and white; XIII, 202 p. |
| Publication: |
Netherlands |
| Imprint: |
Atlantis Press (Zeger Karssen) |
| Returns: |
Returnable |
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