• Journal of Korean Library and Information Science Society
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• v.44 no.1
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• pp.27-47
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• 2013

This study investigated the classification performance of a kNN classifier using the feature selection methods based on document frequency(DF) and collection frequency(CF). The results of the experiments, which used HKIB-20000 data, were as follows. First, the feature selection methods that used high-frequency terms and removed low-frequency terms by the CF criterion achieved better classification performance than those using the DF criterion. Second, neither DF nor CF methods performed well when low-frequency terms were selected first in the feature selection process. Last, combining CF and DF criteria did not result in better classification performance than using the single feature selection criterion of DF or CF.

• Journal of the Korean Society for Library and Information Science
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• v.58 no.1
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• pp.285-302
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• 2024

For this article, we conducted frequency analysis, topic modeling, and network analysis on eleven texts related to collection development policy found in the National Library of Korea. We deduced the main keywords related to collection development policies and analyzed the relationship between them. We subsequently conducted a pie coefficient analysis to identify the characteristics of collection development policies of university libraries and public libraries by category. The results showed that keywords such as "material," "library," "collection development," "user," and "collection" were the main keywords in frequency analysis and network centrality. Meanwhile, the pie coefficient analysis revealed that keywords such as "university," "construction," "student," "target," and "cost" were prevalent in university libraries, indicating that the academic needs of users and the discussion of digital resources were primary issues, while keywords related to the information needs of various user groups-including "adults," "survey," "feature," and "religion" -appeared in public libraries.

• Proceedings of the Korean Society for Information Management Conference
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• 1999.08a
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• pp.9-12
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• 1999

통계적 확률이론에 근거한 포아송 모형을 색인어 선정 기반으로 활용하고자 하는 2-포아송 함수와 3-포아송 함수 및 다중 포아송 함수에 대한 단계적 발전 과정을 살펴보았다. 아울러, 2-포아송이 한국어 문헌의 색인어 선정에 유용한지 알아보기 위해 한국어 말뭉치 데이터베이스 내 문헌 50개를 실험 대상으로 단어의 장서빈도와 문헌빈도를 이용하여 z값을 산출해 보았다.

• Journal of the Korean Society for information Management
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• v.5 no.2
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• pp.99-126
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• 1988

The purpose of this ptudy is to presenet a relevant automaitc technigue in accordance with the statistical term characteristie in a collection comprising different subjecits, by comparing and evaluating two automatic indexing technigues (Inverse Document Fregnency Weighting Technigue and Term Discrimiantion Value Weighting Technigues) intht fields of Pharmacology and Library & Information Science.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.28 no.2
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• pp.245-271
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• 2017

Despite the importance and uses of serials in public libraries, the present condition of serial management is still behind. The purpose of this study is to investigate the problems and proposes the ways of improving serials management. For the purposes, this study conducted a literature review, case study of collection management policies of 8 regional central libraries and 3 public libraries abroad, and online questionnaire survey of 31 public libraries in Gyeong-gi province. Based on the results, this research suggests the need for extending the number and scope of serials subscriptions, improving access points and establishing management guidelines.

• Journal of the Korean Society for information Management
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• v.36 no.2
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• pp.105-131
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• 2019

The purpose of this study is to investigate the development direction of future scholarship by analyzing recent research trends in collection development and management field using keyword network analysis. Data was collected from four journals in library and information science field during period of 2003 to 2017. Related articles of Collection Development and Management field were retrieved, and author keywords were extracted from selected papers. Keyword network analysis using NetMiner4 program was performed based on frequency analysis, connection-centered analysis, and parametric analysis. The analysis covers all sections from 2003 to 2017 to look at the changes in research over time, and three sections on five-year basis. As a result, main keywords such as 'open access', 'institutional repository' and 'academic journals' were identified, and topics to be continuously researched were identified.

• Journal of the Korean Society for information Management
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• v.24 no.3
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• pp.93-117
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• 2007

The books and circulation-related data in the Library Automation System(LAS) of C-academic library were collected and analyzed, and also the method which may be applied to the Customer Relationship Management (CRM) based on the results was suggested in this paper. Collected data were 269,387 bibliographic data of books, 12,281 patron data, and 39,269 circulation records. User identity, circulation frequencies, total number of circulated books, and publication year as relation factor from the analyzed data of circulation records were extracted. They were also analyzed, and verified by correlation coefficient.

• Journal of Information Management
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• v.24 no.4
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• pp.1-23
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• 1993

The purpose of this study is to investigate and analyze the obsolescence of documents according to their dates, types and locations of publication. The main results are as follows : The half-life of monographs is 12.09 years while those of articles and research papers are 9.68 and 8.93 years, respectively. Moreover, documents are most often cited by researchers within two years since their publication. Lastly, but not the least, the estimated weeding points for monographs, articles, and research papers, assuming that their weeding points have been realized when their accumulated citation rates reach 90%, are 40.15, 32.15, and 29.65 years, respectively.

• Journal of the Korean Society for Library and Information Science
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• v.42 no.2
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• pp.371-392
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• 2008

The books and circulation-related data in the Online Public Access Catalog System of the H-Public library were collected and analyzed in this paper. The methods which may be applied to the Customer Relationship Management in a public library based on the results were also suggested here. Collected data were 57,927 bibliographic data of books, 11,871 patron data and 27,145 circulation records. The type of collections. circulation frequencies, total number of circulated books, publication year, and use factor as relation factor from the analyzed data of circulation records were extracted. They were also analyzed, and verified by various statistical methods such as correlation coefficient, non-parametric method, etc.

• Journal of the Korean BIBLIA Society for library and Information Science
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• v.20 no.1
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• pp.39-57
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• 2009

The two urban-area public libraries and two rural ones that are located in the Gyungsangnam-do province were selected for this paper, and the circulation records in 2007 were collected, and both MS-excel and SPSS were used for their analysis. The collected data were categorized into their collection type, circulation frequencies, and subjects. Also the four libraries were compared and analyzed again for the purpose of comparing the characteristics of the public libraries in urban and rural areas. The number of circulated books, lent number, use factor, and the number of publication lapse year were extracted and analyzed using various types of statistical methods such as correlation coefficient and nonparametric chi-square analysis, etc. as well as descriptive ones.