权重均衡优化的Web用户行为的信任评估

doi:10.13190/j.jbupt.2016.06.019

北京邮电大学学报 ›› 2016, Vol. 39 ›› Issue (6): 99-103,130.doi: 10.13190/j.jbupt.2016.06.019

权重均衡优化的Web用户行为的信任评估

田立勤^1,2, 李君建², 毋泽南¹

1. 华北科技学院计算机学院, 北京 101601;
2. 青海师范大学计算机学院, 西宁 810008

收稿日期:2015-12-22 出版日期:2016-12-28 发布日期:2016-11-29
作者简介:田立勤(1970-),男,教授,博士生导师,E-mail:tianliqin@tsinghua.org.cn.
基金资助:
国家自然科学基金项目（61472137）；中央高校基本科研业务费专项项目（3142015022）；河北省物联网数据采集与处理工程中心、青海省物联网重点实验室建设项目；河北省重点研发计划项目（16273904D）；青海省重点研发项目（2016-SF-130）

Trust Evaluation of Web User Behavior with Weight Optimal Balance

TIAN Li-qin^1,2, LI Jun-jian², WU Ze-nan¹

1. School of Computer Science, North China Institute of Science and Technology, Beijing 101601, China;
2. School of Computer Science and Technology, Qinghai Normal University, Xining 810008, China

Received:2015-12-22 Online:2016-12-28 Published:2016-11-29

摘要/Abstract

摘要： 针对Web用户信息的安全问题，提出了一种主客观相结合的用户行为信任评估模型.通过熵权法确定客观权重，通过层次分析法确定主观权重，进一步得到优化的集成权重.通过引入基于滑动窗口的长期量化评估机制和对不同类型证据的无量纲化处理，最终计算出用户行为的信任评估值.实际应用和理论分析结果表明，该模型在满足主、客观相对平衡的优化条件下，可以更准确地得出单次和长期用户行为的信任评估值，对诸如电子商务、网络金融等关键网络应用用户行为的高可靠性判断奠定了坚实的理论和实践基础.

关键词: 用户行为信任评估, 集成权重, 滑动窗口

Abstract: Aiming at the safety problem of the web user information, proposed a subjective and objective method of user behavior trust evaluation model. Using the entropy-weight-method to calculate the objective weight and analytic-hierarchy-process to determine the subjective weight, then combining the previous two results to further calculate the integrated weights with optimal balance, also introduced long-term quantitative evaluation mechanism based on the Sliding Window. Finally, through the dimensionless treatment of various type evidences and get the final user-behavior trust evaluation value. The theoretical analysis and practical application show that the model can meet the subjective and objective relative balance optimization conditions, and can get more accurate user behavior trust evaluation value for each-time and long-time interaction. It lays the solid foundation of theory and practice for high reliable analysis of user behavior in key network application such as e-commerce and online bank.

Key words: trust evaluation of user behavior, integrated weight, sliding window

中图分类号:

TN929.53

田立勤, 李君建, 毋泽南. 权重均衡优化的Web用户行为的信任评估[J]. 北京邮电大学学报, 2016, 39(6): 99-103,130.

TIAN Li-qin, LI Jun-jian, WU Ze-nan. Trust Evaluation of Web User Behavior with Weight Optimal Balance[J]. JOURNAL OF BEIJING UNIVERSITY OF POSTS AND TELECOM, 2016, 39(6): 99-103,130.

参考文献

[1] 林闯, 田立勤, 王元卓. 可信网络中用户行为可信的研究[J]. 计算机研究与发展, 2008, 45(12):2033-2043. Lin Chuang, Tian Liqin, Wang Yuanzhuo. Research on trustworthiness of user behavior in trusted networks[J]. Computer Research and Development, 2008, 45(12):2033-2043.
[2] 冀铁果, 田立勤, 胡志兴, 等. 可信网络中一种基于AHP的用户行为评估方法[J]. 计算机工程与应用, 2007, 43(19):123-127. Ji Tieguo, Tian Liqin, Hu Zhixing, et al. A user behavior assessment method based on AHP in trusted network[J]. Computer Engineering and Applications, 2007, 43(19):123-127.
[3] 马军煜, 赵知劲, 叶学义. 基于模糊决策分析的可信网络用户行为评估[J]. 计算机工程, 2011, 37(13):125-128. Ma Junyu, Zhao Zhijin, Ye Xueyi. Evaluation of user behavior in trusted networks based on fuzzy decision analysis[J]. Computer Engineering, 2011, 37(13):125-128.
[4] 郭树凯, 田立勤, 沈学利. FAHP在用户行为信任评价中的研究[J]. 计算机工程与应用, 2011, 47(12):59-61. Guo Shukai, Tian Liqin, Shen Xueli. Research on FAHP in user behavior trust evaluation[J]. Computer Engineering and Applications, 2011, 4(12):59-61.
[5] Li Wen, Ping Lingdi, Lu Kuijun, et al. Trust model of users behavior in trustworthy internet[C]//Proc of 2009 WASE Int Conf on Information Engineering. Piscataway, NJ:IEEE, 2009:403-406.
[6] Liu Wu, Ren Ping, Liu Ke, et al. User cooperation trust model and its application in network security management[C]//Proc of 2011 Eighth Int Conf on Fuzzy Systems and Knowledge Discovery (FSKD). Piscataway, NJ:IEEE, 2011:2335-2339.
[7] Brosso I, La Neve A, Bressan G, et al. A continuous authentication system based on user behavior analysis[C]//Proc of 2010 Int Conf on Availability, Reliability, and Security. Piscataway, NJ:IEEE, 2010:380-385.
[8] Tzu-Yu Chuang. Trust with social network learning in E-commerce[C]//Proc of 2010 IEEE International Conference on Communications Workshops.[S.l.]:[s.n.], 2010:1-6.
[9] Noor T H, Sheng Q Z, Alfazi A. Reputation attacks detection for effective trust assessment among cloud services[C]//Proc of 201312^th IEEE International Conference on Trust, Security and Privacy in Computing and Communications.[S. l.]:[s. n.], 2013:469-476.
[10] 陈郑伟. 基于AJAX的点击流技术以及在电子政务中的应用[D]. 北京:首都师范大学, 2007.
[11] 田俊峰, 曹迅. 基于多部图的云用户行为认定模型[J]. 计算机研究与发展, 2014, 51(10):2308-2317. Tian Junfeng, Cao Xun. Multi-Partition-based cloud user behavior recognition model[J]. Computer Research and Development, 2014, 51(10):2308-2317.

权重均衡优化的Web用户行为的信任评估

Trust Evaluation of Web User Behavior with Weight Optimal Balance

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