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A dynamic multi-dimension trust model for information service quality evaluation

  • Zhicheng Xu
  • , Xiang Li
  • , Wanyin Xiong
  • , Qixiao Lin*
  • , Jian Mao
  • *此作品的通讯作者

科研成果: 期刊稿件会议文章同行评审

摘要

The quality of information service providers, such as e-commerce, web services, and distributed computing, is the major concern of users when selecting service providers. Trust models are used to evaluate the quality of different providers' information services, which require fine-grained measurement, dynamic update, and robustness to malicious ratings. In this paper, we propose a dynamic multi-dimension trust model for information service quality evaluation. The evaluation algorithm aggregates the service ratings with user credits to assess service qualities. Our model also gives feedback (reward or punish) to users' credits to reduce the influence of arbitrary/malicious rating behaviors. We simulate our trust model and evaluate its effectiveness and robustness.

源语言英语
页(从-至)601-606
页数6
期刊Procedia Computer Science
187
DOI
出版状态已出版 - 2021
活动9th International Conference on Identification, Information and Knowledge in the Internet of Things, IIKI 2020 - Zhuhai, 中国
期限: 27 11月 202029 11月 2020

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