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

被引:4
作者
Xu, Zhicheng [1 ]
Li, Xiang [1 ]
Xiong, Wanyin [1 ]
Lin, Qixiao [1 ]
Mao, Jian [1 ]
机构
[1] Beihang Univ, Sch Cyber Sci & Technol, Beijing 100183, Peoples R China
来源
2020 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI2020) | 2021年 / 187卷
基金
中国国家自然科学基金; 北京市自然科学基金; 国家重点研发计划;
关键词
Trust model; Reputation system; Information service; SYSTEMS;
D O I
10.1016/j.procs.2021.04.103
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
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.
引用
收藏
页码:601 / 606
页数:6
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