Co-word maps and topic modeling: A comparison using small and medium-sized corpora (N < 1,000)

Author:

Leydesdorff Loet1,Nerghes Adina2

Affiliation:

1. University of Amsterdam, Amsterdam School of Communication Research (ASCoR); PO Box 15793 1001 NG Amsterdam The Netherlands

2. VU Amsterdam, Department of Organization Sciences; De Boelelaan 1081 Amsterdam 1081 HV The Netherlands

Publisher

Wiley

Subject

Library and Information Sciences,Information Systems and Management,Computer Networks and Communications,Information Systems

Reference58 articles.

1. Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient;Ahlgren;Journal of the American Society for Information Science and Technology,2003

2. Latent dirichlet allocation;Blei;The Journal of Machine Learning Research,2003

3. Fast unfolding of communities in large networks;Blondel;Journal of Statistical Mechanics: Theory and Experiment,2008

4. From translations to problematic networks: An introduction to co-word analysis;Callon;Social Science Information,1983

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