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Explorative Visualization of Citation Patterns in Social Network Research* Cover

Explorative Visualization of Citation Patterns in Social Network Research*

By: Ulrik Brandes and  Christian Pich  
Open Access
|Jan 2020

Abstract

We propose a visual representation of bibliographic data based on shared references. Our method employs a distance metric that is derived from bibliographic coupling and then subjected to fast approximate multidimensional scaling. Its utility is demonstrated by an explorative analysis of social network publications that, most notably, depicts the genesis of an area now commonly referred to as network science. However, the example also illustrates some common pitfalls in bibliometric analysis.

DOI: https://doi.org/10.21307/joss-2019-037 | Journal eISSN: 1529-1227 | Journal ISSN: 2300-0422
Language: English
Page range: 1 - 19
Published on: Jan 13, 2020
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2020 Ulrik Brandes, Christian Pich, published by International Network for Social Network Analysis (INSNA)
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.