Capture friendship characteristics in dynamic social networks

Yi Cheng Chen, Bing Yang Chiang, Hsiu Chieh Hung, Sheng Yuan Peng, Yu Jia Gao

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publicationProceedings of 2015 International Conference on Orange Technologies, ICOT 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages46-49
Number of pages4
ISBN (Electronic)9781467382373
DOIs
StatePublished - 22 Jun 2016
Event3rd International Conference on Orange Technologies, ICOT 2015 - Hong Kong, Hong Kong
Duration: 19 Dec 201522 Dec 2015

Publication series

NameProceedings of 2015 International Conference on Orange Technologies, ICOT 2015

Conference

Conference3rd International Conference on Orange Technologies, ICOT 2015
Country/TerritoryHong Kong
CityHong Kong
Period19/12/1522/12/15

Keywords

  • dynamic social network
  • friendship characteristic
  • social network analysis

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