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Enhance trust management in composite services with indirect ratings

Citation

Nguyen, TD and Bai, Q, Enhance trust management in composite services with indirect ratings, The Computer Journal, 60, (11) pp. 1619-1632. ISSN 0010-4620 (2017) [Refereed Article]

Copyright Statement

Copyright 2017 The British Computer Society

DOI: doi:10.1093/comjnl/bxx026

Abstract

Service-oriented computing has been developing rapidly with various architectures and applications for improving consumer satisfaction. However, the increasing complexity of service models has brought many challenges to the trust evaluation accuracy, which is a decisive factor in making interactions between consumers and providers in dynamic environments. In composite services, one of the culprits for inaccurate trust evaluations is the problem of missing evidence caused by the rating convention. To address this, this paper proposes a strong evidence-based approach to manage ratings for members of composite services under uncertainty. Moreover, the approach complements the existing one-to-one towards one-to-many trust evaluation. The experimental results show that our method can enhance the consistency and accuracy of reputation systems, robust against biased ratings and also suitable for distributed environments.

Item Details

Item Type:Refereed Article
Keywords:trust management, rating distribution, decision, composite service, distributed environments, service computing, multi-agent systems, trust
Research Division:Information and Computing Sciences
Research Group:Artificial intelligence
Research Field:Intelligent robotics
Objective Division:Information and Communication Services
Objective Group:Information systems, technologies and services
Objective Field:Application software packages
UTAS Author:Bai, Q (Dr Quan Bai)
ID Code:140663
Year Published:2017
Web of Science® Times Cited:1
Deposited By:Information and Communication Technology
Deposited On:2020-09-01
Last Modified:2020-10-29
Downloads:0

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