Aggregated journal–journal citation relations in scopus and web of science matched and compared in terms of networks, maps, and interactive overlays

We compare the network of aggregated journal–journal citation relations provided by the Journal Citation Reports (JCR) 2012 of the Science Citation Index (SCI) and Social Sciences Citation Index (SSCI) with similar data based on Scopus 2012. First, global and overlay maps were developed for the 2 sets separately. Using fuzzy‐string matching and ISSN numbers, we were able to match 10,524 journal names between the 2 sets: 96.4% of the 10,936 journals contained in JCR, or 51.2% of the 20,554 journals covered by Scopus. Network analysis was pursued on the set of journals shared between the 2 databases and the 2 sets of unique journals. Citations among the shared journals are more comprehensively covered in JCR than in Scopus, so the network in JCR is denser and more connected than in Scopus. The ranking of shared journals in terms of indegree (i.e., numbers of citing journals) or total citations is similar in both databases overall (Spearman rank correlation ρ > 0.97), but some individual journals rank very differently. Journals that are unique to Scopus seem to be less important—they are citing shared journals rather than being cited by them—but the humanities are covered better in Scopus than in JCR.

[1]  Anton J. Nederhof,et al.  Bibliometric monitoring of research performance in the Social Sciences and the Humanities: A Review , 2006, Scientometrics.

[2]  Thed N. van Leeuwen,et al.  Some modifications to the SNIP journal impact indicator , 2012, J. Informetrics.

[3]  Vincent Larivière,et al.  The place of serials in referencing practices: Comparing natural sciences and engineering with social sciences and humanities: Research Articles , 2006 .

[4]  T. V. Leeuwen,et al.  Impact factors can mislead , 1996, Nature.

[5]  Andrea Bergmann,et al.  Citation Indexing Its Theory And Application In Science Technology And Humanities , 2016 .

[6]  Massimo Franceschet,et al.  A comparison of bibliometric indicators for computer science scholars and journals on Web of Science and Google Scholar , 2010, Scientometrics.

[7]  Loet Leydesdorff,et al.  The structure of the Arts & Humanities Citation Index: A mapping on the basis of aggregated citations among 1,157 journals , 2011, J. Assoc. Inf. Sci. Technol..

[8]  Ismael Rafols,et al.  Diversity and network coherence as indicators of interdisciplinarity: case studies in bionanoscience , 2009, Scientometrics.

[9]  Kevin W. Boyack,et al.  Toward a consensus map of science , 2009, J. Assoc. Inf. Sci. Technol..

[10]  Judit Bar-Ilan,et al.  Which h-index? — A comparison of WoS, Scopus and Google Scholar , 2008, Scientometrics.

[11]  Péter Jacsó,et al.  Using Google Scholar for journal impact factors and the h‐index in nationwide publishing assessments in academia – siren songs and air‐raid sirens , 2012 .

[12]  Henk F. Moed,et al.  Measuring contextual citation impact of scientific journals , 2009, J. Informetrics.

[13]  Jean-Loup Guillaume,et al.  Fast unfolding of communities in large networks , 2008, 0803.0476.

[14]  Ismael Rafols,et al.  Interactive overlays: A new method for generating global journal maps from Web-of-Science data , 2011, J. Informetrics.

[15]  Ismael Rafols,et al.  How journal rankings can suppress interdisciplinary research: A comparison between Innovation Stud , 2012 .

[16]  Vincent Larivière,et al.  The place of serials in referencing practices: Comparing natural sciences and engineering with social sciences and humanities , 2006, J. Assoc. Inf. Sci. Technol..

[17]  Michel Zitt,et al.  Relativity of citation performance and excellence measures: From cross-field to cross-scale effects of field-normalisation , 2005, Scientometrics.

[18]  Chaomei Chen,et al.  Interactive overlays of journals and the measurement of interdisciplinarity on the basis of aggregated journal-journal citations , 2013, J. Assoc. Inf. Sci. Technol..

[19]  A. Stirling A general framework for analysing diversity in science, technology and society , 2007, Journal of The Royal Society Interface.

[20]  L. Leydesdorff Caveats for the use of citation indicators in research and journal evaluations , 2008 .

[21]  C. R. Rao,et al.  Diversity: its measurement, decomposition, apportionment and analysis , 1982 .

[22]  Zaida Chinchilla-Rodríguez,et al.  A new technique for building maps of large scientific domains based on the cocitation of classes and categories , 2004, Scientometrics.

[23]  Patrick Doreian,et al.  A revised measure of standing of journals in stratified networks , 2005, Scientometrics.

[24]  Henk F. Moed,et al.  Improving the accuracy of Institute for Scientific Information's journal impact factors , 1995 .

[25]  Vladimir Batagelj,et al.  Exploratory Social Network Analysis with Pajek , 2005 .

[26]  Lars Iselid,et al.  Web of Science and Scopus: a journal title overlap study , 2008, Online Inf. Rev..

[27]  Ronald Rousseau,et al.  Requirements for a cocitation similarity measure, with special reference to Pearson's correlation coefficient , 2003, J. Assoc. Inf. Sci. Technol..

[28]  Kevin W. Boyack,et al.  Mapping the backbone of science , 2004, Scientometrics.

[29]  Kevin W. Boyack,et al.  Toward a consensus map of science , 2009 .

[30]  Loet Leydesdorff,et al.  Journal maps on the basis of Scopus data: A comparison with the Journal Citation Reports of the ISI , 2009, J. Assoc. Inf. Sci. Technol..

[31]  Vicente P. Guerrero-Bote,et al.  A further step forward in measuring journals' scientific prestige: The SJR2 indicator , 2012, J. Informetrics.

[32]  Ludo Waltman,et al.  Software survey: VOSviewer, a computer program for bibliometric mapping , 2009, Scientometrics.

[33]  Loet Leydesdorff,et al.  Can scientific journals be classified in terms of aggregated journal-journal citation relations using the Journal Citation Reports? , 2009, J. Assoc. Inf. Sci. Technol..

[34]  Henk F. Moed,et al.  Coverage and citation impact of oncological journals in the Web of Science and Scopus , 2008, J. Informetrics.

[35]  B. V. Rao Ashok Prasad Maitra (1938–2008) , 2010 .

[36]  Ludo Waltman,et al.  A systematic empirical comparison of different approaches for normalizing citation impact indicators , 2013, J. Informetrics.

[37]  Ismael Rafols,et al.  How journal rankings can suppress interdisciplinarity. The case of innovation studies in business and management , 2011, ArXiv.

[38]  Ismael Rafols,et al.  Content-based and algorithmic classifications of journals: Perspectives on the dynamics of scientific communication and indexer effects , 2008, J. Assoc. Inf. Sci. Technol..

[39]  Loet Leydesdorff,et al.  Journal maps, interactive overlays, and the measurement of interdisciplinarity on the basis of Scopus data (1996–2012) , 2013, J. Assoc. Inf. Sci. Technol..

[40]  Chaomei Chen,et al.  Patterns of connections and movements in dual‐map overlays: A new method of publication portfolio analysis , 2014, J. Assoc. Inf. Sci. Technol..

[41]  Carl T. Bergstrom Eigenfactor Measuring the value and prestige of scholarly journals , 2007 .

[42]  Vicente P. Guerrero-Bote,et al.  A new approach to the metric of journals' scientific prestige: The SJR indicator , 2010, J. Informetrics.

[43]  Vincent Larivière,et al.  Comparing Bibliometric Statistics Obtained from the Web of Science and Scopus , 2009, J. Assoc. Inf. Sci. Technol..

[44]  Michel Zitt,et al.  Modifying the journal impact factor by fractional citation weighting: The audience factor , 2008, J. Assoc. Inf. Sci. Technol..

[45]  Vladimir Batagelj,et al.  Exploratory social network analysis with Pajek. - 2nd ed. , 2011 .

[46]  Patrick Doreian,et al.  Structural equivalence in a journal network , 1985, J. Am. Soc. Inf. Sci..

[47]  Michael A. Rodriguez,et al.  Clickstream Data Yields High-Resolution Maps of Science , 2009, PloS one.

[48]  Martin Rosvall,et al.  Maps of random walks on complex networks reveal community structure , 2007, Proceedings of the National Academy of Sciences.

[49]  E. Garfield Citation analysis as a tool in journal evaluation. , 1972, Science.

[50]  Yvonne Rogers,et al.  Citation counting, citation ranking, and h-index of human-computer interaction researchers: A comparison of Scopus and Web of Science , 2008, J. Assoc. Inf. Sci. Technol..

[51]  Loet Leydesdorff,et al.  The development of frames of references , 1986, Scientometrics.