Visualizing the context of citations referencing papers published by Eugene Garfield: a new type of keyword co-occurrence analysis

Lutz Bornmann · Robin Haunschild · Sven E. Hug

150 citations0/0 files storedScientometrics

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scientometrics and bibliometrics research Psychology Research and Bibliometrics Web visibility and informetrics

Abstract

During Eugene Garfield's (EG's) lengthy career as information scientist, he published about 1500 papers. In this study, we use the impressive oeuvre of EG to introduce a new type of bibliometric networks: keyword co-occurrences networks based on the context of citations, which are referenced in a certain paper set (here: the papers published by EG). The citation context is defined by the words which are located around a specific citation. We retrieved the citation context from Microsoft Academic. To interpret and compare the results of the new network type, we generated two further networks: co-occurrence networks which are based on title and abstract keywords from (1) EG's papers and (2) the papers citing EG's publications. The comparison of the three networks suggests that papers of EG and citation contexts of papers citing EG are semantically more closely related to each other than to titles and abstracts of papers citing EG. This result accords with the use of citations in research evaluation that is based on the premise that citations reflect the cognitive influence of the cited on the citing publication.

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2009Software survey: VOSviewer, a computer program for bibliometric mapping 2014Visualizing Bibliometric Networks 2011Science mapping software tools: Review, analysis, and cooperative study among tools 2017Citation-based clustering of publications using CitNetExplorer and VOSviewer 2010A unified approach to mapping and clustering of bibliometric networks 2008What do citation counts measure? A review of studies on citing behavior 2012Toward a Comparative Sociology of Valuation and Evaluation 2015A review of theory and practice in scientometrics

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