IS2NM: integrated social service network model for computing web service reputation. (2015)

• Record Type: Journal Article
• Authors: Jung, Jooik; Kim, Kyung-Ryul; Chun, Sejin; Cho, Gunhee; Lee, Kyong-Ho
• Is Part Of: International journal of web and grid services. Volume 11:Number 4(2015)
• Page Start: 390
• Page End: 409
• Publication Date: 2015
• Subjects: service reputation -- social networks -- service networks -- service discovery -- web services -- trustworthiness; Web services -- Periodicals; Computational grids (Computer systems) -- Periodicals; 006.78
• Languages: English
• ISSNs: 1741-1106

Abstract

Social networks facilitate information sharing and communication among people who have common interests. In the field of services computing, many researches have tried to exploit social networks to compute the reputations of web services. However, the reputation scores computed in most of these studies are still shown to be unreliable and lack trustworthiness. Therefore, this paper proposes an Integrated Social Service Network Model (IS2NM) which combines social and service network models along with the interactions among different types of service participants. Moreover, we present a sophisticated method of computing service reputations, which considers various types of participants such as service requesters, raters and providers participating in the service ecosystem. Based on the model, the proposed method calculates the credibility and expertise of the raters and providers of a service and incorporates them to the computation of service reputation scores. Experimental results with real-world web services show that the proposed method computes service reputations more elaborately and precisely.