Trust Networks for Recommender Systems
| Author/creator | Victor, Patricia Author |
| Other author | Cornelis, Chris Author |
| Other author | de Cock, Martine Author |
| Format | Electronic |
| Publication Info | Amsterdam : Atlantis Press (Zeger Karssen) Secaucus : Springer [Distributor] |
| Description | xiii, 235 p. ill 23.500 x 015.500 cm. |
| Supplemental Content | Full text available from Springer Books |
| Supplemental Content | Full text available from Springer Nature - Springer Computer Science eBooks 2011 English International |
| Summary | Annotation 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. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| ISBN | 9789491216077 |
| ISBN | 9491216074 (Trade Cloth) Active Record |
| Standard identifier# | 9789491216077 |
| Stock number | 9491216074 01581979 |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | ✔ Available |