|
|
- 2015
基于多智能体的多维证据动态信任计算模型
|
Abstract:
摘要： 信任度评估是基于行为的信任管理模型关注的核心内容。为使信任度评估所依据的证据源完备,运用信任管理思想方法,提出一种基于多维证据的信任度评估模型,该模型将主体网络操作行为层面的信息引入传统仅考虑交易反馈信息的信任度评估模型,基于交易反馈和网络操作行为两个层面的多维证据源进行信任计算,扩展了证据源,突破了只依据单一种类证据源进行信任评估而引起的缺陷;另外,应用改进的D-S证据理论来合成多维证据,较好地解决了证据不确定性的问题。
Abstract: The trust assessment is the core content of the trust management model based on the behavior. In order to complete the evidence sources of the trust assessment, a trust assessment model based on multi-dimensional evidence was proposed by using the trust management thinking. And this model introduces information on operating behaviors level of the main network into the traditional trust assessment model which only considerates feedback information of transaction, and computes trust based on multi-dimensional evidence sources on feedback information of transaction and network operating behaviors level, and extends the evidence source, and overcomes the defect when trust is assessed only according to a single type of evidence source. In addition, the application of the improved DS evidence to synthesize multi-dimensional evidences can solve the problem of uncertainty of evidences
| [1] | SINCLAIRE J K, SIMON J C, WILKES R B, et al. A prediction model for initial trust formation in electronic commerce[J]. International Business Research, 2010, 3(4):17-27. |
| [2] | YAGER R R. On the dempster-shafer framework and new combination rules[J]. IEEE Transactions on System, 1989, 41(2):93-137. |
| [3] | ABDUL-RAHMAN A, HAILES S. A distributed trust model[C]// Proceedings of 1997 New Security Paradigms Workshop. Cumbria: ACM, 1998: 48-60. |
| [4] | DEMPSTER A. Upper and lowe probabilities induced by multi-valued mapping[J]. Annals of Mathematical Statistics, 1967, 38(2):325-339. |
| [5] | 杨风暴, 王肖霞. D-S证据理论的冲突证据合成方法[M]. 北京: 国防工业出版社, 2010: 2-3. YANG Fengbao, WANG Xiaoxia. The conflict evidence combination method of D-S evidence theory[M]. Beijing: National Defense Industry Press, 2010: 2-3. |
| [6] | SMETS P. The combination of evidence in the transferable belie model[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 1990, 12(5):447-458. |
| [7] | YAGHOUBI N. Trust models in e-business: analytical-compare approach[J]. Interdisciplinary Journal of Contemporary Research in Business, 2011, 2(9):398-416. |
| [8] | JIANG Weijin, ZHONG Luo, JI Jie,et al. Research on the trust in supply chain dynamic collaboration based on MAS[J]. Advanced Materials research Vols, 2011:282-283:470-473. |
| [9] | JIANG Weijin, ZHANG Lianmei, WANG Pu. Research on grid resource scheduling algorithm based on MAS coop-erative bidding game[J]. Chinese Science F, 2009, 52(8):1302-1320. |
| [10] | BLAZE M, FEIGENBAUM J, LACY J. Decentralized trust management[C]// Proceedings of the 17th Symposium on Security and Privacy. Los Alamitos: IEEE Computer Society, 1996: 64-173. |
| [11] | POVEY D. Developing electronic trust policies using a risk management model[C]// Proceedings of 1999 CQRE Congress. Berlin: Springer-Verlag, 1999: 1-16. |
| [12] | WINSBOROUGH W H, SEAMONS K E, JONES V E. Automated trust negotiation[C]// Proceedings of the DARPA Information Survivability Conference and Exposition(DISCEX'00). Los Alamitos: IEEE Computer Society, 1999: 88-102. |
| [13] | SHAFER G. A mathematical theory of evidence[M]. Princeton, NJ: Princeton University Press, 1976. |
| [14] | DEMPSTER A P. A generalization of bayesian inference[J]. Journal of the Royal Statistical Society, 1968, 30:205-245. |
| [15] | LEFEVRE E, COLOT O, VANNOORENBERGHE P, et al. A generic framework for resolving the conflict in the combination of belief structures[C]// Proceedings of the 3rd International Conference on Information Fusion. Sunnyvale: Int Soc Inf Fusion, 2000: 182-188. |
| [16] | MURPHY C K. Combining belief function when evidence conflicts[J]. Decision System, 2000, 29(1):1-9. |
| [17] | 蒋伟进, 张莲梅, 王璞. 基于MAS协作机制的动态计算资源优化调度模型[J]. 中国科学F辑:信息科学, 2009, 39(9):977-989. JIANG Weijin, ZHANG Lianmei, WANG Pu. Optimization scheduling model of dynamic calculate resource based on MAS cooperation mechanism[J]. Science in China, Series F:Information Sciences, 2009, 39(9):977-989. |
| [18] | 蒋伟进, 钟珞, 张莲梅, 等. 基于时序活动逻辑的复杂系统多Agent动态协作模型[J]. 计算机学报, 2013, 36(5):115-1124. JIANG Weijin, ZHONG Luo, ZHANG Lianmei, et al. Dynamic cooperative multi-agent model of complex system based-on sequential actions' Logic[J]. Chinese Journal of Computers, 2013, 36(5):115-1124. |
| [19] | 蒋伟进. 动态信任多量化建模与方法研究[M]. 北京: 科学出版社, 2014. JIANG Weijin. Research on modeling and method of dynamic trust quantitative[M]. Beijing: Science Press, 2014. |
| [20] | 陈浩, 孙建华, 刘琛, 等. 一种轻量级安全可信的虚拟执行环境[J]. 中国科学: 信息科学, 2012,42(5):617-633. CHEN Hao, SUN Jianhua, LIU Chen, et al. A light-weight, secure and trusted virtual execution environment[J]. Scientia Sinica: Informationis, 2012, 42(5):617-633. |
