基于时间顺序标码的可计算的信任评价模型

计算机应用 ›› 2010, Vol. 30 ›› Issue (3): 663-667.

基于时间顺序标码的可计算的信任评价模型

许光全¹,冯志勇¹,李晓红¹,陈锦言²

1. 天津大学计算机科学与技术学院
2. 天津大学

收稿日期:2009-09-15 修回日期:2009-11-04 发布日期:2010-03-14 出版日期:2010-03-01
通讯作者: 许光全
基金资助:
国家自然科学基金重大研究计划（No.90718023）;国家高技术研究发展计划(863);天津市高等学校科技发展基金计划项目

Computational trust evaluation model based on temporal sequential marker

Received:2009-09-15 Revised:2009-11-04 Online:2010-03-14 Published:2010-03-01
Contact: Guangquan Xu

摘要/Abstract

摘要： 信任本身是一个社会认知的概念，因此从认知的角度来研究信任是合适的。通过引入时间认知，建立一种基于时间顺序标码(TSM)的信任评价的概念模型。在分析了经验信息的三种遗忘效应（即距离效应、边界效应以及层级效应）后，将其应用到个体信任值的计算中。在概念模型的基础上，采用D-S信度理论来建立信任的可计算模型。对比了理论与实验结果，表明该模型是有效的。

关键词: 时间顺序标码, D-S信度理论, 艾宾浩斯遗忘曲线, 层次网络模型

Abstract: Trust itself is a social cognitive concept, so it is fit to research trust from cognitive view. A conceptual model based on Temporal Sequential Marker (TSM) was proposed after introducing time cognition. Furthermore, three different kinds of forgetting effects (distance effect, boundary effect and hierarchical effect) were considered for the computing of TSM-trust of each individual. D-S theory was exploited to build up a computational dynamic trust (TSM-Trust) model based on the proposed conceptual model. The proposed model was verified through comparison of theoretical results and experimental results.

Key words: Temporary Sequential Marker(TSM), Dempster-Shafer theory of belief function, Ebbinghaus forgetting curve, hierarchical network model

许光全冯志勇李晓红陈锦言. 基于时间顺序标码的可计算的信任评价模型[J]. 计算机应用, 2010, 30(3): 663-667.