A Survey of Social Network Analysis Techniques and their Applications to Socially Aware Networking

DOI 機関リポジトリ 機関リポジトリ (HANDLE) Web Site 被引用文献5件 参考文献226件 オープンアクセス
  • TSUGAWA Sho
    Faculty of Engineering, Information and Systems, University of Tsukuba

書誌事項

公開日
2019-01-01
資源種別
journal article
DOI
  • 10.1587/transcom.2017ebi0003
公開者
一般社団法人 電子情報通信学会

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説明

<p>Socially aware networking is an emerging research field that aims to improve the current networking technologies and realize novel network services by applying social network analysis (SNA) techniques. Conducting socially aware networking studies requires knowledge of both SNA and communication networking, but it is not easy for communication networking researchers who are unfamiliar with SNA to obtain comprehensive knowledge of SNA due to its interdisciplinary nature. This paper therefore aims to fill the knowledge gap for networking researchers who are interested in socially aware networking but are not familiar with SNA. This paper surveys three types of important SNA techniques for socially aware networking: identification of influential nodes, link prediction, and community detection. Then, this paper introduces how SNA techniques are used in socially aware networking and discusses research trends in socially aware networking.</p>

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