TY  - BOOK
AU  - Victor,Patricia
AU  - Cornelis,Chris
AU  - de Cock,Martine
ED  - SpringerLink (Online service)
TI  - Trust Networks for Recommender Systems
T2  - Atlantis Computational Intelligence Systems,
SN  - 9789491216084
AV  - Q334-342 
U1  - 006.3 23
PY  - 2011///
CY  - Paris
PB  - Atlantis Press
KW  - Computer science
KW  - Logic design
KW  - Artificial intelligence
KW  - Computer Science
KW  - Artificial Intelligence (incl. Robotics)
KW  - Logic Design
N2  - 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
UR  - http://148.231.10.114:2048/login?url=http://link.springer.com/book/10.2991/978-94-91216-08-4
ER  -