Dynamic Trust Model Based on Extended Subjective Logic

被引:2
|
作者
Tian Junfeng [1 ]
Zhang Jiayao [1 ]
Zhang Peipei [1 ]
Ma Xiaoxue [2 ]
机构
[1] Hebei Univ, Sch Comp Sci & Technol, Baoding 071000, Hebei, Peoples R China
[2] Hebei Univ, Comp Instruct, Baoding 071000, Hebei, Peoples R China
基金
中国国家自然科学基金;
关键词
Extended subjective logic; Dynamic trust model; Two-way trust relationship; Trust search; Event weight;
D O I
10.3837/tiis.2018.08.021
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In Josang's trust model, trust evaluation is obtained through operators, but there are problems with the mutuality and asymmetry of trust and the impact of event weight on trust evaluation. Trust evaluation is updated dynamically and continuously with time and the process of interactions, but it has not been reflected in Josang's model. Therefore, final trust evaluation is not accurate, and malicious fraud cannot be prevented effectively. This causes the success rate of interaction to be low. To solve these problems, a new dynamic trust model is proposed based on extended subjective logic (DTM-ESL). In DTM-ESL, the event weight and the mutuality of trust are fully considered, the original one-way trust relationship is extended to a two-way trust relationship, discounting and consensus operators are improved, and trust renewal is designed based on event weight. The viability and effectiveness of this new model are verified by simulation experiments.
引用
收藏
页码:3926 / 3945
页数:20
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