Explorative Visualization of Citation Patterns in Social Network Research*
and
Jan 13, 2020
About this article
Published Online: Jan 13, 2020
Page range: 1 - 19
DOI: https://doi.org/10.21307/joss-2019-037
Keywords
© 2019 Ulrik Brandes et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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.