Capture Friendship Characteristic in Dynamic Social Networks

機構典藏 > College of Engineering > Graduate Institute & Department of Computer Science and Information Engineering > Proceeding > Item 987654321/106396

Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/106396

Title:	Capture Friendship Characteristic in Dynamic Social Networks
Authors:	Chen, Yi-Cheng;Chiang, Bing-Yang;Hung, Hsiu-Chieh;Peng, Sheng-Yuan;Gao, Yu-Jia
Keywords:	dynamic social network;friendship characteristic;social network analysis
Date:	2015-12-20
Issue Date:	2016-04-27 11:11:46 (UTC+8)
Publisher:	IEEE
Abstract:	In recent years, considerable attention has been paid to the research in social network, since many potential social phenomena can be extracted by analyzing the social structure. Nevertheless, the social network usually changes over time. How to capture the patterns in dynamic social network is a challenge issue. In this paper, we introduce a novel method to capture the friendship characteristics in a dynamic social network. We also utilize some pruning strategies to efficiently reduce the search space. The experimental results show the efficiency of proposed approach for extracting the characteristic, and possess graceful scalability.
Relation:	The 2015 International Conference on Orange Technologies (ICOT 2015)
Appears in Collections:	[Graduate Institute & Department of Computer Science and Information Engineering] Proceeding

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