Publication | Closed Access
Application of word co-occurrence analysis method in mapping of the scientific fields (case study: the field of Informetrics)
191
Citations
28
References
2016
Year
EngineeringComputational AnalysisInformetrics Field IndexedBibliometricsMining MethodsInformetrics FieldCorpus LinguisticsText MiningInformation RetrievalData ScienceCitation AnalysisLanguage StudiesContent AnalysisAbstract AnalysisScientific FieldsKnowledge DiscoveryTerminology ExtractionWeb Mining (Data Mining)Information ManagementCitation GraphWeb Mining (Geotechnical Engineering)Case StudyKeyword ExtractionLinguistics
The article investigates how word co‑occurrence analysis can map scientific fields, with a focus on Informetrics. The authors applied scientometric co‑word and network analysis to Web of Science data on Informetrics, refining keywords, constructing a co‑occurrence map, and analyzing its structure. The resulting maps reveal that information science, library, bibliometric analysis, innovation, and text mining are the most prevalent topics, show temporal stability or disappearance, and that new topics emerge from recombination, offering guidance for research priorities and institutional planning.
Purpose – The purpose of this article is to investigate the use of word co-occurrence analysis method in mapping of the scientific fields with emphasis on the field of Informetrics. Design/methodology/approach – This is an applied study using scientometrics, co-word analysis and network analysis and its steps are summarised as follows: collecting the data related to the Informetrics field indexed in Web of Science (WOS) database, refining and standardising the keywords of the extracted articles from WOS and preparing a selected list of these keywords, drawing the word co-occurrence map in the Informetrics field and analysing of results. Findings – Based on the resulted maps the concepts such as information science, library, bibliometric analysis, innovation and text mining are the most widely used topics in the field of Informetrics. The co-word occurrence maps drawn at different periods show the changes and stabilities in the concepts related to the field of Informetrics. A number of topics such as “bibliometric analysis” are present in all years, whereas others such as “innovation” have disappeared. New topics emerge as a recombination of existing topics and in interaction with new (technological) developments. Originality/value – The results of these analytical studies can be used as a guide for determining research priorities in the scientific fields, and also for planning and management in academic institutions.
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