Trusted Service Scheduling and Optimization Strategy Design of Service Recommendation
Joint Authors
Xia, Xiaona
Zhang, Shanshan
Wu, Shu
Yu, Jiguo
Source
Security and Communication Networks
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-12-05
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Abstract EN
More and more Web services raise the demands of personalized service recommendation; there exist some recommendation technologies, which improve the qualities of service recommendation by using service ranking and collaborative filtering.
However, privacy and security are also important issues in service scheduling process; social relationships have been the key factors of interpersonal communication; service selection based on user preferences has become an inevitable trend.
Starting from user demand preferences, this paper analyzes social topology and service demand information and obtains trusted social relationships; then we construct the fusion model of service historical preferences and potential ones; according to social service recommendation demands, TSRSR algorithm has completed designing.
Through experiments, TSRSR algorithm is much better than the others, which can effectively improve potential preferences’ learning.
Furthermore, the research results of this paper have more significance to study the security and privacy of service recommendation.
American Psychological Association (APA)
Xia, Xiaona& Yu, Jiguo& Zhang, Shanshan& Wu, Shu. 2017. Trusted Service Scheduling and Optimization Strategy Design of Service Recommendation. Security and Communication Networks،Vol. 2017, no. 2017, pp.1-9.
https://search.emarefa.net/detail/BIM-1203212
Modern Language Association (MLA)
Xia, Xiaona…[et al.]. Trusted Service Scheduling and Optimization Strategy Design of Service Recommendation. Security and Communication Networks No. 2017 (2017), pp.1-9.
https://search.emarefa.net/detail/BIM-1203212
American Medical Association (AMA)
Xia, Xiaona& Yu, Jiguo& Zhang, Shanshan& Wu, Shu. Trusted Service Scheduling and Optimization Strategy Design of Service Recommendation. Security and Communication Networks. 2017. Vol. 2017, no. 2017, pp.1-9.
https://search.emarefa.net/detail/BIM-1203212
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1203212