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Issue title: Applications of intelligent & fuzzy theory in engineering technologies and applied science
Guest editors: Álvaro Rocha
Article type: Research Article
Authors: Zhang, Peiyuna | Xie, Rongjianb; * | Huang, Boc
Affiliations: [a] School of Mathematics and Computer Science, Anhui Normal University, Wuhu, China | [b] School of and Management, Anhui University of Technology and Science, Wuhu, Anhui, China | [c] Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA
Correspondence: [*] Corresponding author. Rongjian Xie, School of and Management, Anhui University of Technology and Science, Wuhu, Anhui 241000, China. Tel.: +86 13955353386; E-mail: xrjustc@ustc.edu.cn.
Abstract: Web Service diffusion is becoming an important way of Web information share. Because of the existence of large malicious nodes and Web services in online social network, the service diffusion in social network has got great trust crisis. It hinders the sharing and reusing of services in online social network. In order to improve the credibility and the speed of service diffusion in social network, we divide the nodes into common nodes and optimizational nodes by utilizing the trustworthy relationship among social network nodes. The algorithm is designed to find optimizational trustworthy nodes which have better trust values and better diffusion characteristics. Based on the optimizational trustworthy nodes, in the case of the trust, the diffusion speed and other factors, the trusted service diffusion is achieved by the algorithm. Therefore, the trustworthy services will be quickly diffused. The results of the experiments demonstrate that the diffusion model and our algorithm are correct and effective.
Keywords: Web service, service diffusion, online social network, trustworthy nodes
DOI: 10.3233/JIFS-169068
Journal: Journal of Intelligent & Fuzzy Systems, vol. 31, no. 4, pp. 2281-2290, 2016
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