Fuzzy regression based trust prediction in service-oriented applications

Lei Li*, Yan Wang, Vijay Varadharajan

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

16 Citations (Scopus)

Abstract

Reputation-based trust evaluation is critical to e-commerce or e-service applications. In some applications (such as eBay), the trust management mechanisms have been introduced to provide valuable information to buyers prior to placing orders and making payments. Meanwhile, the trust issue is also actively studied in the research community. However, in most existing studies, a single trust value is computed based on ratings given for a seller or a service provider to indicate the current trust level. This is interesting but too simple to reflect the service quality history and trust features well under some circumstances. It may also be misleading for the decision making of buyers or service customers. In this paper, we present a novel fuzzy regression based trust vector approach to depict the trust level with more indications, and predict the trustworthiness of a forthcoming transaction with its advertised QoS values and transaction history.

Original languageEnglish
Title of host publicationAutonomic and Trusted Computing
Subtitle of host publication6th International Conference, ATC 2009 Brisbane, Australia, July 7-9, 2009 Proceedings
EditorsJuan González Nieto, Wolfgang Reif, Guojun Wang, Jadwiga Indulska
Place of PublicationBerlin
PublisherSpringer, Springer Nature
Pages221-235
Number of pages15
ISBN (Electronic)9783642027048
ISBN (Print)9783642027031
DOIs
Publication statusPublished - 2009
Event6th International Conference on Autonomic and Trusted Computing, ATC 2009 - Brisbane, QLD, Australia
Duration: 7 Jul 20099 Jul 2009

Publication series

NameLecture Notes in Computer Science
PublisherSpringer Berlin Heidelberg
Volume5586
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other6th International Conference on Autonomic and Trusted Computing, ATC 2009
CountryAustralia
CityBrisbane, QLD
Period7/07/099/07/09

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