A trust prediction model for service web

Sherchan, W, Nepal, S and Bouguettaya, A 2011, 'A trust prediction model for service web', in Guojun Wang, Giorgio Buttazzo, Tei-Wei Kuo (ed.) 2011 IEEE 10th International conference on trust, security and privacy in computing and communications (TrustCom), Changsha, China, 16-18 Nov, 2011, pp. 258-265.


Document type: Conference Paper
Collection: Conference Papers

Title A trust prediction model for service web
Author(s) Sherchan, W
Nepal, S
Bouguettaya, A
Year 2011
Conference name 2011 IEEE 10th International Conference
Conference location Changsha, China
Conference dates 16-18 Nov, 2011
Proceedings title 2011 IEEE 10th International conference on trust, security and privacy in computing and communications (TrustCom)
Editor(s) Guojun Wang, Giorgio Buttazzo, Tei-Wei Kuo
Publisher IEEE
Place of publication California USA
Start page 258
End page 265
Total pages 8
Abstract We propose a trust prediction model for service Web using the Hidden Markov Model (HMM). The proposed model uses a dynamic training scheme that incorporates temporal sensitivity by using a dynamic training pool. The concept of the dynamically updated training pool enables the system to absorb newest information from data. We present the implementation of the proposed model and corresponding algorithm and their evaluation on real life data.
Subjects Interorganisational Information Systems and Web Services
Keyword(s) Reputation
trust management
trust prediction
DOI - identifier 10.1109/TrustCom.2011.35
Copyright notice © 2011 IEEE
ISBN 9780769546001
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