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


IEICE TRANSACTIONS on Communications   Vol.E102-B   No.1   pp.17-39
Publication Date: 2019/01/01
Online ISSN: 1745-1345
DOI: 10.1587/transcom.2017EBI0003
Type of Manuscript: INVITED SURVEY PAPER
Category: Network
social network analysis,  socially aware networking,  influence,  link prediction,  community,  

Full Text: FreePDF(1MB)

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.