SVM-Based Swift Trust Rating Model in E-commerce.

被引:2
作者
Chen, Jie [1 ]
Xu, Guangquan [2 ]
机构
[1] Tianjin Profess Coll, Sch Elect & Informat Engn, Tianjin 300402, Peoples R China
[2] Tianjin Profess Coll, Sch Comp Sci & Technol, Tianjin 300402, Peoples R China
来源
PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL I | 2009年
关键词
SVM; swift trust; e-commerce; LIBSVM;
D O I
10.1109/ETCS.2009.149
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
It is a long time since researchers have devoted themselves to trust and reputation rating in E-commerce, and some useful fruits have also been achieved. However in my opinion, there should be a long way to go before human really master the trust mechanism. This paper first investigates swift trust rating indexes, which include interdependence, intensity of focusing role, categorization, environmental factor and power of action and so on. And after they select RBF as the K-function, the authors make experiments in LIBSVM environment based on the collected sample data. Lastly they get efficient support vectors. The verification results show good consistence with the facts, and the accuracy of classification is high enough to verify the fitness of using SVM to model swift trust rating.
引用
收藏
页码:640 / +
页数:2
相关论文
共 19 条
[1]  
[Anonymous], NATURE STATISTI810
[2]   Principles of trust for MAS: Cognitive anatomy, social importance, and quantification [J].
Castelfranchi, C ;
Falcone, R .
INTERNATIONAL CONFERENCE ON MULTI-AGENT SYSTEMS, PROCEEDINGS, 1998, :72-79
[3]  
Creed W.E. D., 1996, TRUST ORG, P16
[4]  
Falcone R, 2001, TRUST AND DECEPTION IN VIRTUAL SOCIETIES, P55
[5]  
Falcone R., 2001, SOCIAL TRUST COGNITI
[6]  
LIK M, 2002, THESIS MIT
[7]  
Luhmann N., 1988, TRUST, P94
[8]  
Meyerson D., 1996, Trust in organizations: Frontiers of theory and research, P166, DOI DOI 10.4135/9781452243610.N9
[9]  
REAGLE JM, 1996, THESIS MIT
[10]   Review on computational trust and reputation models [J].
Sabater, J ;
Sierra, C .
ARTIFICIAL INTELLIGENCE REVIEW, 2005, 24 (01) :33-60