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

• TSUGAWA Sho

  Faculty of Engineering, Information and Systems, University of Tsukuba

抄録

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.

収録刊行物

• IEICE Transactions on Communications

  IEICE Transactions on Communications E102.B (1), 17-39, 2019-01-01

  一般社団法人 電子情報通信学会

キーワード

• social network analysis
• socially aware networking
• influence
• link prediction
• community

詳細情報

• CRID: 1390282763081666176
• NII論文ID: 130007541999
• NII書誌ID: AA10826261
• DOI: 10.1587/transcom.2017ebi0003
• ISSN: 17451345
• ISSN: 09168516
• HANDLE: 2241/00154602
• Web Site: https://tsukuba.repo.nii.ac.jp/records/49129
• Web Site: https://www.jstage.jst.go.jp/article/transcom/E102.B/1/E102.B_2017EBI0003/_pdf
• 本文言語コード: en
• データソース種別:
  • JaLC
  • IRDB
  • Crossref
  • CiNii Articles
  • KAKEN
• 抄録ライセンスフラグ: 使用不可