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Development of a Text Mining System Based on the Co-occurrence of Bibliographic Items in Literature Databases
文献数据库中书目信息共现挖掘系统的开发

Keywords: Text mining Co-occurrence Bibliographic system Scientometrics
文本挖掘
,共现分析,书目信息,科学计量学

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Abstract:

This paper presents a text mining system based on the co-occurrence of bibliographic items in literature databases.This system produces the principal bibliometric indicators of a given document set oriented to PubMed and Web of Science,and some of results are presented by visualization techniques.Further more,it provides cluster analysis and association analysis by investigating the co-occurrence data of high-frequent MeSH terms,high-productive authors,highly-cited papers and highly-cited authors.Using these approaches users can mining the potential association rules among MeSH terms,and engage scientometric investigations.

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