Trust Agent-Based Behavior Induction in Social Networks

被引:22
作者
Li, Lei [1 ]
He, Jianping [1 ]
Wang, Meng [2 ]
Wu, Xindong [3 ]
机构
[1] Hefei Univ Technol, Sch Comp Sci & Informat Technol, Hefei, Peoples R China
[2] Hefei Univ Technol, Hefei, Peoples R China
[3] Hefei Univ Technol, Sch Comp Sci & Informat Engn, Hefei, Peoples R China
基金
中国国家自然科学基金;
关键词
Behavioral science; Intelligent systems; Social network services; Trust management; Web services;
D O I
10.1109/MIS.2016.6
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The essence of social networks is that they can influence people's public opinions and group behaviors form quickly. Negative group behavior influences societal stability significantly, but existing behavior-induction approaches are too simple and inefficient. To automatically and efficiently induct behavior in social networks, this article introduces trust agents and designs their features according to group behavior features. In addition, a dynamics control mechanism can be generated to coordinate participant behaviors in social networks to avoid a specific restricted negative group behavior. © 2001-2011 IEEE.
引用
收藏
页码:24 / 30
页数:7
相关论文
共 33 条
[1]   Market, hierarchy, and trust: The knowledge economy and the future of capitalism [J].
Adler, PS .
ORGANIZATION SCIENCE, 2001, 12 (02) :215-234
[2]  
[Anonymous], [No title captured]
[3]  
[Anonymous], 2014, ADV WEB SERVICES
[4]  
[Anonymous], 2014, PROC 20 ACM SIGKDD, DOI DOI 10.1145/2623330.2623732
[5]   A definition of "social environment" [J].
Barnett, E ;
Casper, M .
AMERICAN JOURNAL OF PUBLIC HEALTH, 2001, 91 (03) :465-465
[6]   Happiness Is Assortative in Online Social Networks [J].
Bollen, Johan ;
Goncalves, Bruno ;
Ruan, Guangchen ;
Mao, Huina .
ARTIFICIAL LIFE, 2011, 17 (03) :237-251
[7]   Hot topic extraction based on timeline analysis and multidimensional sentence modeling [J].
Chen, Kuan-Yu ;
Luesukprasert, Luesak ;
Chou, Seng-Cho T. .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2007, 19 (08) :1016-1025
[8]   BTM: Topic Modeling over Short Texts [J].
Cheng, Xueqi ;
Yan, Xiaohui ;
Lan, Yanyan ;
Guo, Jiafeng .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2014, 26 (12) :2928-2941
[9]   Framing public opinion in competitive democracies [J].
Chong, Dennis ;
Druckman, James N. .
AMERICAN POLITICAL SCIENCE REVIEW, 2007, 101 (04) :637-655
[10]  
Cui P, 2015, AAAI CONF ARTIF INTE, P65