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Journal Of Korean Biblia Society for Library and Information Science

  • P-ISSN1229-2435
  • E-ISSN2799-4767
  • KCI

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Vol.23 No.3

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Review of Author Name Disambiguation Techniques for Citation Analysis

Journal Of Korean Biblia Society for Library and Information Science / Journal Of Korean Biblia Society for Library and Information Science, (P)1229-2435; (E)2799-4767
2012, v.23 no.3, pp.5-17
https://doi.org/10.14699/kbiblia.2012.23.3.005
Kim, Hyun-Jung
Kim,, H. (2012). Review of Author Name Disambiguation Techniques for Citation Analysis. , 23(3), 5-17, https://doi.org/10.14699/kbiblia.2012.23.3.005

Abstract

In citation analysis, author names are often used as the unit of analysis and some authors are indexed under the same name in bibliographic databases where the citation counts are obtained from. There are many techniques for author name disambiguation, using supervised, unsupervised, or semisupervised learning algorithms. Unsupervised approach uses machine learning algorithms to extract necessary bibliographic information from large-scale databases and digital libraries, while supervised approaches use manually built training datasets for clustering author groups for combining them with learning algorithms for author name disambiguation. The study examines various techniques for author name disambiguation in the hope for finding an aid to improve the precision of citation counts in citation analysis, as well as for better results in information retrieval.

keywords
모호한 저자명 식별, 인용분석, 정보검색, 알고리듬, 동명이인

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