Fuzzy set theory—and its applications (3rd ed.)
Fuzzy set theory—and its applications (3rd ed.)
Authoritative sources in a hyperlinked environment
Proceedings of the ninth annual ACM-SIAM symposium on Discrete algorithms
Introduction to Algorithms
The Eigentrust algorithm for reputation management in P2P networks
WWW '03 Proceedings of the 12th international conference on World Wide Web
Propagation of trust and distrust
Proceedings of the 13th international conference on World Wide Web
Review on Computational Trust and Reputation Models
Artificial Intelligence Review
Computing and applying trust in web-based social networks
Computing and applying trust in web-based social networks
Propagation Models for Trust and Distrust in Social Networks
Information Systems Frontiers
Different Aspects of Social Network Analysis
WI '06 Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence
A survey of trust in computer science and the Semantic Web
Web Semantics: Science, Services and Agents on the World Wide Web
Trust on the world wide web: a survey
Foundations and Trends in Web Science
Adding a peer-to-peer trust layer to metadata generators
OTM'05 Proceedings of the 2005 OTM Confederated international conference on On the Move to Meaningful Internet Systems
Combining provenance with trust in social networks for semantic web content filtering
IPAW'06 Proceedings of the 2006 international conference on Provenance and Annotation of Data
Incorporating fuzzy trust in collaborative filtering based recommender systems
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
International Journal of Wireless and Mobile Computing
Social Web Services Discovery: A Community-Based Approach
Proceedings of International Conference on Information Integration and Web-based Applications & Services
Generating trusted graphs for trust evaluation in online social networks
Future Generation Computer Systems
Trust models and applications in communication and multi-agent systems
International Journal of Knowledge-based and Intelligent Engineering Systems - Selected papers of KES2012-Part 2 of 2
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The aim of this paper is two folds. Firstly, some of the well known methods of trust modeling and trust evaluation that relates mainly to the semantic web structure are reviewed and analyzed. A categorization for calculation of trust and an analytical view of possible models of trust rating through a chain of acquaintances are presented. Based on experimental results the well known methods are compared and contrasted. Secondly a new method for evaluating trust is also proposed. This new model has the advantages of simplicity in calculation and enhanced accuracy. The method is associated with two algorithms, an algorithm for propagation and another for aggregation. The propagation algorithm utilizes statistical techniques and the aggregation algorithm is based on a weighting mechanism. The technique is named Max-weight method and is also implemented and the results are compared based on a designed accuracy metric. The proposed method may be employed as a subsystem for trust management in semantic web and trust evaluation in human interaction in a social networks as well as machines (artificial agents). Experimental results illustrate the efficiency and effectiveness of the proposed method.