Automatic Subject Classification of Korean Journals
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초록
Subject classification of journals is important because it can be utilized for the improvement of scholarly information services and analysis by research area. The classification by experts in a subject area wastes a lot of time and expense. On the other hand, the simple classification with basic information, such as the journal title has limitations. To solve this problem, this paper suggests the automatic classification of Korean journals using the SCI journals information cited by Korean journals, and an analysis of the classification result. In particular, this study adopted the WoS subject categories for classification to support the base for comparison between the Korean citation database and the global citation database (KSCI vs. SCI).
Abstract
Subject classification of journals is important because it can be utilized for the improvement of scholarly information services and analysis by research area. The classification by experts in a subject area wastes a lot of time and expense. On the other hand, the simple classification with basic information, such as the journal title has limitations. To solve this problem, this paper suggests the automatic classification of Korean journals using the SCI journals information cited by Korean journals, and an analysis of the classification result. In particular, this study adopted the WoS subject categories for classification to support the base for comparison between the Korean citation database and the global citation database (KSCI vs. SCI).
참고문헌 (10)
- 김병규, "Citing Behavior of Korean Scientists on Foreign Journals in KSCD", 정보관리학회지, 28(2), pp.117~133 (2011), 한국정보관리학회
- 최선희, "A Study of Citing Patterns of Korean Scientists on Korean Journals", 정보관리학회지, 28(2), pp.97~115 (2011), 한국정보관리학회
- H. N. Choi, "Korean scholarly information analysis based on Korea Science Citation Database (KSCD)", Collnet Journal of Scientometrics and Information Management, 7(1), pp.1~33 (2013)
- M. Dewey, "Dewey Decimal Classification (DDC)", Online Computer Library Center (OCLC), ~
- L. Leydesdorff, "A global map of science based on the isi subject categories", Journal of the American Society for Information Science and Technology, 60(2), pp.348~362 (2009)
- A. E. Mahdi, "Automatic Subject Classification of Scientific Literature Using Citation Metadata", pp.545~559 (2011), Springer Berlin Heidelberg
- "KSCD: Korea Science Citation Database"[URL]
- "KSCI : Korea Science Citation Index"[URL]
- "Web of Science"[URL]
- "Journal Citation Reports(JCR)"[URL]