A trust-based information propagation model in online social networks

被引：0

作者：

机构：

[1] Department of Information Engineering, Qingdao College of Hotel Management, Shandong, Qingdao

[2] Lorte Tech Inc (USA), Chicago area

来源：

Liu, W. (liuwenxue_2013@163.com) | 1767年 / Academy Publisher卷 / 08期

关键词：

Classification algorithm; Data mining; Information propagation model; SCAN; Social networks; Trust;

D O I：

10.4304/jnw.8.8.1767-1773

中图分类号：

学科分类号：

摘要：

As a new media, social network gains a wide range of social influence, and the social network based e-commerce becomes more and more popular, therefor, the study of information propagation is great of significance. In this paper, we will presents a trust based information propagation model, just as the trust between people in real life. First, employ the algorithm of data mining on personal information to make the classification of the user. And then calculate the value of trust between the users according their relationships. At last, this paper predicts the range of information propagation by using the trust value between the users and messages. The last part of the paper is the certification of the model by using an actual example. © 2013 ACADEMY PUBLISHER.

引用

页码：1767 / 1773

页数：6

共 21 条

[1]

Kamvar S.D., Schlosser M.T., EigenRep: Reputation management in P2P networks, Proceedings of the 12th International WWW Conference, pp. 123-134, (2003)

[2]

Song S., Hwang K., Zhou R., Kwok Y.K., Trusted P2P transactions with fuzzy reputation aggregation, IEEE Internet Computing, pp. 24-34, (2005)

[3]

Chen H.B., Zhao S.H., Ji C.C., Interaction trust model based on strength of relationships in P2P system, Computer Engineering and Design, pp. 2678-2690, (2009)

[4]

Li Y.J., Dai Y.F., Research on Trust Mechanism for Peer-to-Peer Network, Journal of Computers, pp. 390-405, (2010)

[5]

Jennifer G., James H., Inferring binary trust relationships in Web-based social networks, ACM Transactions On Internet Technology, 6, 4, pp. 497-529, (2006)

[6]

Wang J.C., Chiu C.C., Recommending trusted online auction sellers using social network analysis, Expert Systems With Applications, 34, 3, pp. 1666-1679, (2008)

[7]

Ugur K., Jennifer G., SUNNY: A New Algorithm for Trust Inference in Social Networks Using Probabilistic Confidence Models, ACM Transactions On Internet Technology, pp. 1377-1382, (2010)

[8]

Nielsen U.S., Socail Media Survey [C/OL], (2012)

[9]

Mislove A., Marcon M., Gummad K.P., Measurement and analusis of online social networks, ACM SIGCOMM Conference On Internet Measurement, pp. 29-43, (2007)

[10]

Pareto Principle [OL/DB]

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