A Social Network Analysis of Articles on Social Network Analysis

Lee, Clement and Wilkinson, Darren J. (2018) A Social Network Analysis of Articles on Social Network Analysis. UNSPECIFIED.

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Abstract

A collection of articles on the statistical modelling and inference of social networks is analysed in a network fashion. The references of these articles are used to construct a citation network data set, which is almost a directed acyclic graph because only existing articles can be cited. A mixed membership stochastic block model is then applied to this data set to soft cluster the articles. The results obtained from a Gibbs sampler give us insights into the influence and the categorisation of these articles.

Item Type:
Other
ID Code:
133319
Deposited By:
Deposited On:
07 May 2019 13:35
Refereed?:
No
Published?:
Published
Last Modified:
14 Sep 2020 00:43