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A novel reputation model for web services selection with raters' sensitivity

  • Guoqiang Li
  • , Dandan Song
  • , Lejian Liao
  • , Fuzhen Sun
  • , Jianguang Du
  • , Kai Yang
  • Beijing Institute of Technology
  • Beijing Simulation Center

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

We propose a service's reputation model in service-oriented environments. The model is built on the base of raters' behavior showing on current rated service and other similar services. Both a rater's credibility and sensitivity are considered in our model at the same time. Furthermore, the latter is first put forward distinguishing among the services to give constructive suggestions for new users. And temporal characteristics of the ratings are considered throughout the model establishment. Experiments are benchmarked to demonstrate that all the factors play an important role in the final reputation of a service. Specially, it is also observed that sensitivity is excellent to increase the distinction of reputations among different services.

源语言英语
主期刊名2013 10th International Conference on Service Systems and Service Management - Proceedings of ICSSSM 2013
708-712
页数5
DOI
出版状态已出版 - 2013
活动2013 10th International Conference on Service Systems and Service Management, ICSSSM 2013 - Hong Kong, 中国
期限: 17 7月 201319 7月 2013

出版系列

姓名2013 10th International Conference on Service Systems and Service Management - Proceedings of ICSSSM 2013

会议

会议2013 10th International Conference on Service Systems and Service Management, ICSSSM 2013
国家/地区中国
Hong Kong
时期17/07/1319/07/13

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