DocumentCode
2897974
Title
A Trust Prediction Model for Service Web
Author
Sherchan, Wanita ; Nepal, Surya ; Bouguettaya, Athman
Author_Institution
Monash Univ., Melbourne, Australia
fYear
2011
fDate
16-18 Nov. 2011
Firstpage
258
Lastpage
265
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.
Keywords
Web services; hidden Markov models; security of data; dynamic training pool; dynamic training scheme; hidden Markov model; service Web; temporal sensitivity; trust prediction model; Computational modeling; Hidden Markov models; Prediction algorithms; Predictive models; Quality of service; Time series analysis; Training; Reputation; Trust Management; Trust Prediction;
fLanguage
English
Publisher
ieee
Conference_Titel
Trust, Security and Privacy in Computing and Communications (TrustCom), 2011 IEEE 10th International Conference on
Conference_Location
Changsha
Print_ISBN
978-1-4577-2135-9
Type
conf
DOI
10.1109/TrustCom.2011.35
Filename
6120827
Link To Document