TY - GEN
T1 - Estimating web service reputation from integrated social service network model
AU - Kim, Kyung Ryul
AU - Jung, Jooik
AU - Chun, Sejin
AU - Cho, Gunhee
AU - Lee, Kyong Ho
PY - 2013
Y1 - 2013
N2 - Social networks facilitate information sharing and communication among people who have common interests. Although social networks have been widely used to compute the reputations of Web services, they are limited in the ability to support the sophisticated estimation of service reputations. This paper proposes a sophisticated method of computing service reputations, which considers service requesters, raters and providers participating in the service ecosystem. In order to represent the interactions among the service participants, we also propose an integrated model which combines social and service network models. Based on the model, the proposed method calculates the credibility and expertise of the raters and providers of a service and applies them to the reputation of the service. Experimental results with real-world Web services show that the proposed method computes service reputations elaborately.
AB - Social networks facilitate information sharing and communication among people who have common interests. Although social networks have been widely used to compute the reputations of Web services, they are limited in the ability to support the sophisticated estimation of service reputations. This paper proposes a sophisticated method of computing service reputations, which considers service requesters, raters and providers participating in the service ecosystem. In order to represent the interactions among the service participants, we also propose an integrated model which combines social and service network models. Based on the model, the proposed method calculates the credibility and expertise of the raters and providers of a service and applies them to the reputation of the service. Experimental results with real-world Web services show that the proposed method computes service reputations elaborately.
UR - http://www.scopus.com/inward/record.url?scp=84900871287&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84900871287&partnerID=8YFLogxK
U2 - 10.1109/ICPADS.2013.92
DO - 10.1109/ICPADS.2013.92
M3 - Conference contribution
AN - SCOPUS:84900871287
SN - 9781479920815
T3 - Proceedings of the International Conference on Parallel and Distributed Systems - ICPADS
SP - 510
EP - 515
BT - Proceedings - 2013 19th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2013
PB - IEEE Computer Society
T2 - 2013 19th IEEE International Conference on Parallel and Distributed Systems, ICPADS 2013
Y2 - 15 December 2013 through 18 December 2013
ER -