DocumentCode :
2792083
Title :
Research on Influence Pattern for Internet Association Relation Monitoring
Author :
Zhao, Yanping ; Jiang, Qianmiao
Author_Institution :
Sch. of Manage. & Econ., Beijing Inst. of Technol., Beijing, China
fYear :
2009
fDate :
21-23 Nov. 2009
Firstpage :
173
Lastpage :
179
Abstract :
The Internet shows more about information sharing, communication and freedom from Web to Web 2.0. However, there are challenges on the monitoring the influence structure of the negligible individuals on the web. This paper defines the ¿close relationship¿ between social individuals hidden in variety of communication medias of Internet, designs a novel intelligent association relation mining mechanism for removing the fault influence of non-valuable high frequency to improve the information quality measure of the ¿close relationship¿; also, this paper introduces Interpretive Structural Model (ISM) to explore the power of the influence, the central figures and their close relationships, to discover the pattern and channel for information flow between the social individuals in the network. The model is suitable to relation structure mining in many kinds of networks and medias and to reveal the important relations and their influences in the virtual networks. The experiments on the original data show that the feasibility of the whole model in this paper is satisfactory.
Keywords :
Internet; computer networks; data mining; Internet association relation monitoring; Web 2.0; association relation mining mechanism; communication medias; influence pattern; information sharing; interpretive structural model; virtual networks; Conference management; Data mining; IP networks; Information resources; Intelligent networks; Internet; Monitoring; Power generation economics; Social network services; Technology management; Association relation mining; Influence pattern; Interpretive ISM; Social Networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Cooperation and Promotion of Information Resources in Science and Technology, 2009. COINFO '09. Fourth International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-0-7695-3898-3
Type :
conf
DOI :
10.1109/COINFO.2009.41
Filename :
5361853
Link To Document :
بازگشت