Literature DB >> 28255188

Generating clustered journal maps: an automated system for hierarchical classification.

Loet Leydesdorff1, Lutz Bornmann2, Caroline S Wagner3.   

Abstract

Journal maps and classifications for 11,359 journals listed in the combined Journal Citation Reports 2015 of the Science and Social Sciences Citation Indexes are provided at https://leydesdorff.github.io/journals/ and http://www.leydesdorff.net/jcr15. A routine using VOSviewer for integrating the journal mapping and their hierarchical clusterings is also made available. In this short communication, we provide background on the journal mapping/clustering and an explanation about and instructions for the routine. We compare journal maps for 2015 with those for 2014 and show the delineations among fields and subfields to be sensitive to fluctuations. Labels for fields and sub-fields are not provided by the routine, but an analyst can add them for pragmatic or intellectual reasons. The routine provides a means of testing one's assumptions against a baseline without claiming authority; clusters of related journals can be visualized to understand communities. The routine is generic and can be used for any 1-mode network.

Entities:  

Keywords:  Citation; Classification; Decomposition; Journal; Scientific field; Visualization

Year:  2017        PMID: 28255188      PMCID: PMC5311082          DOI: 10.1007/s11192-016-2226-5

Source DB:  PubMed          Journal:  Scientometrics        ISSN: 0138-9130            Impact factor:   3.238


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2.  NETWORKS OF SCIENTIFIC PAPERS.

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Journal:  Science       Date:  1965-07-30       Impact factor: 47.728

3.  Finding and evaluating community structure in networks.

Authors:  M E J Newman; M Girvan
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-02-26

Review 4.  Maps of random walks on complex networks reveal community structure.

Authors:  Martin Rosvall; Carl T Bergstrom
Journal:  Proc Natl Acad Sci U S A       Date:  2008-01-23       Impact factor: 11.205

5.  Clustering more than two million biomedical publications: comparing the accuracies of nine text-based similarity approaches.

Authors:  Kevin W Boyack; David Newman; Russell J Duhon; Richard Klavans; Michael Patek; Joseph R Biberstine; Bob Schijvenaars; André Skupin; Nianli Ma; Katy Börner
Journal:  PLoS One       Date:  2011-03-17       Impact factor: 3.240

  5 in total
  3 in total

1.  Global development of the studies focused on antibiotics in aquatic systems from 1945 to 2017.

Authors:  Chun-Li Zheng; James B Cotner; Chikashi Sato; Gang Li; Yao-Yang Xu
Journal:  Environ Sci Pollut Res Int       Date:  2018-05-25       Impact factor: 4.223

2.  Mapping patent classifications: portfolio and statistical analysis, and the comparison of strengths and weaknesses.

Authors:  Loet Leydesdorff; Dieter Franz Kogler; Bowen Yan
Journal:  Scientometrics       Date:  2017-07-01       Impact factor: 3.238

3.  Betweenness and diversity in journal citation networks as measures of interdisciplinarity-A tribute to Eugene Garfield.

Authors:  Loet Leydesdorff; Caroline S Wagner; Lutz Bornmann
Journal:  Scientometrics       Date:  2017-10-04       Impact factor: 3.238

  3 in total

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