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http://dx.doi.org/10.7840/kics.2013.38B.7.501

Hierarchical Visualization of Cloud-Based Social Network Service Using Fuzzy  

Park, Sun (목포대학교 정보산업연구소)
Kim, Yong-Il (호남대학교 인터넷콘텐츠학과)
Lee, Seong Ro (목포대학교 정보전자공학과)
Publication Information
The Journal of Korean Institute of Communications and Information Sciences / v.38B, no.7, 2013 , pp. 501-511 More about this Journal
Abstract
Recently, the visualization method of social network service have been only focusing on presentation of visualizing network data, which the methods do not consider an efficient processing speed and computational complexity for increasing at the ratio of arithmetical of a big data regarding social networks. This paper proposes a cloud based on visualization method to visualize a user focused hierarchy relationship between user's nodes on social network. The proposed method can intuitionally understand the user's social relationship since the method uses fuzzy to represent a hierarchical relationship of user nodes of social network. It also can easily identify a key role relationship of users on social network. In addition, the method uses hadoop and hive based on cloud for distributed parallel processing of visualization algorithm, which it can expedite the big data of social network.
Keywords
SNS(social network service); fuzzy; cloud; visualization; hierarchy;
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Times Cited By KSCI : 4  (Citation Analysis)
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