• Title/Summary/Keyword: 참고문헌 분석

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Automatic Extraction of References for Research Reports using Deep Learning Language Model (딥러닝 언어 모델을 이용한 연구보고서의 참고문헌 자동추출 연구)

  • Yukyung Han;Wonsuk Choi;Minchul Lee
    • Journal of the Korean Society for information Management
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    • v.40 no.2
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    • pp.115-135
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    • 2023
  • The purpose of this study is to assess the effectiveness of using deep learning language models to extract references automatically and create a reference database for research reports in an efficient manner. Unlike academic journals, research reports present difficulties in automatically extracting references due to variations in formatting across institutions. In this study, we addressed this issue by introducing the task of separating references from non-reference phrases, in addition to the commonly used metadata extraction task for reference extraction. The study employed datasets that included various types of references, such as those from research reports of a particular institution, academic journals, and a combination of academic journal references and non-reference texts. Two deep learning language models, namely RoBERTa+CRF and ChatGPT, were compared to evaluate their performance in automatic extraction. They were used to extract metadata, categorize data types, and separate original text. The research findings showed that the deep learning language models were highly effective, achieving maximum F1-scores of 95.41% for metadata extraction and 98.91% for categorization of data types and separation of the original text. These results provide valuable insights into the use of deep learning language models and different types of datasets for constructing reference databases for research reports including both reference and non-reference texts.

A Study on Needs Analysis for the Reference Service Model and Guidelines at the National Level: A Focus on the National Library of Korea Case (국가적 수준의 참고정보서비스 모형 및 가이드라인 요구분석 사례 연구 - 국립중앙도서관을 중심으로 -)

  • Chae, Hyun Soo;Chun, Jung Hyun;Lee, Jee Yeon
    • Journal of the Korean Society for Library and Information Science
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    • v.56 no.1
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    • pp.221-252
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    • 2022
  • The study aims to derive major factors from the results of needs analysis to develop the reference service model and guidelines at the national level. The literature review and case study enabled investigation of the considerations to develop the reference service model and guidelines. The Needs Analysis revealed librarians' and users' needs about the reference service. The major factors and implications derived from the analysis suggest the directions of the National-level reference service model and guidelines development process. This study has significance because it presented the implications and the development process of the reference service model and guidelines for domestic libraries, and directly contributed to the development of the reference service model and guidelines for the National Library of Korea.

A Study on the Serials Evaluation Based on the Reference Analysis of SCI Articles (SCI 논문의 참고문헌 분석을 통한 학술지 평가에 관한 연구)

  • Choi, Kwi-Suk;Hwang, Nam-Gu
    • Journal of Information Management
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    • v.33 no.2
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    • pp.33-48
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    • 2002
  • This paper describes evaluation methods of serials and also introduces a case study related to the selection and evaluation of serials. A total of 1,291 titles of serials, which were subscription titles of POSTECH in the field of science and technology in 2002, were analyzed. This study employs the analysis of POSTECH SCI Article reference data to suggest the models for evaluating serials and to identify the guideline for journal selection and collection development.

Research and Development of Citation Matcher for Reference Parsing and Cross-Reference Linking (참고문헌 자동파싱 및 참조링킹을 위한 Citation Matcher 연구 및 개발)

  • Lee, Sang-gi;Kim, Sun-tae;Lee, Yong-sik;Yi, Tae-seok
    • Proceedings of the Korea Contents Association Conference
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    • 2007.11a
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    • pp.426-429
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    • 2007
  • CrossRef operates a cross-publisher citation linking system based on the DOI(R) global identifier. The number of organization building a reference citations linking structure through CrossRef is increasing. This paper concentrates on developing a Citation Matcher Solution to effectively build the reference linking structure. Citation Matcher automatically builds and processes the reference citation and identifier mapping which used to be handled manually. After the copy & paste of the reference citation, analyzation is processed to parse the journal title, author name, volume, issue, and start pages from the free style text. CrossRef, PubMed, and YesKISTI's identifiers are collected by through a standardized method. Renovation of the building process for domestic scholastic resources' reference linking and matching will be made possible by using a Citation Matcher. The connection between resources and seamless access for the electronic full-text will enhance the usability.

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A Comparative Study on the Element and Form of Document Styles for documenting Resources based on Internet (인터넷 기반 전자정보원의 참고서지 기술요소와 형식에 관한 비교분석)

  • 김홍렬
    • Journal of Korean Library and Information Science Society
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    • v.33 no.3
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    • pp.87-108
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    • 2002
  • The objective of this study is to provide the basic data for the elements and form of bibliographic reference for citing internet sources. The analysis study through various styles were conducted for the purpose. In this paper, documentation styles recommended by MLA APA, CBE and Chicago manual, IS0690-2, SIST-02 are introduced. And, elements and forms of documentation styles for documenting information are carefully analyzed. Also, examples of reference for documenting internet resources were followed.

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Citation Dependency Analysis of Korean Sociology Using Author Citation Analysis : Especially on the Discussion of Decolonization (저자 인용 분석을 통한 한국 사회학의 국내문헌 의존도와 국외문헌 의존도 분석 - 탈식민성 담론과 관련하여 -)

  • Kim, Young-Gi
    • Journal of Korean Library and Information Science Society
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    • v.37 no.4
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    • pp.91-110
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    • 2006
  • This study is made as part of an attempt to explore the citation dependency in the field of Korean sociology. 213 articles by 136 authors in by The Korean Sociological Association issued in $2001{\sim}2005$ were surveyed and their 10,172 references were analyzed. Main research results are as following : 1) Researchers in this field are fairly foreign literature oriented, and problem interest (sources of research ideas) was deriving from domestic literature, but theoretical resources was depending on foreign literature almost. 2) The foreign citation dependency of 'Foreign Doctor' appeared greatly higher than that of 'Domestic Doctor', therefore, the country of doctor' degree and the citation dependency was close correlation. 3) Foreign citation dependency appeared high even research to Korea society.

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A Comparative Analysis of Ego-Centered Journal Citation Identities in Library and Information Science (국내 문헌정보학 주요 저널의 자아 인용정체성 분석)

  • Hea-Jin Kim
    • Journal of the Korean Society for information Management
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    • v.41 no.2
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    • pp.1-18
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    • 2024
  • This study aims to compare ego-centered journal citation identities among four domestic journals in library and information science. Ego-centered citation identity refers to the set of authors that an author frequently cites. The target journals for this study are Journal of the Korean Society for Library and Information Science (KSLIS), Journal of the Korean Biblia Society for Library and Information Science (KBIBLIA), Journal of Korean Library and Information Science Society (KLISS), and Journal of the Korean Society for Information Management (KOSIM). As a result of citation/citee ratio (CCR), self-citing rates (SCR), and journal co-cited analysis, the journal citation identities of four journals contained the other three journals besides the ego journal and JASIST. Furthermore, KOSIM had the most diverse range of journal citation identity and the four journals mattered the intra-journal information. KLISS showed the most unique cited journal network structure among the four journals.

A Comparative Study on Researchers' Language Preference for Citing Documents in Different Subject Fields (분야별 연구자들의 국내.외 문헌에 대한 의존도 비교 분석)

  • Cho, Hyun-Yang
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.21 no.1
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    • pp.211-221
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    • 2010
  • The purpose of this study is to verify if there is any difference on researchers' language preference for citing documents in different subject fields. 8 scientific journals were selected one of each from 8 main categories, given by National Research Foundation of Korea. Five variables including the rate of citing domestic and foreign documents for each journals were choose, and the differences on language preference among researchers of different subject fields were checked by implementing ANOVA. As a result, there are some differences on language preference, in terms of the average number and percentage of foreign documents, among researchers, based on their subject background. It also found that 8 subject categories divided into 4 small clusters.

A Study on National R&D Report Reference Technological Improvement (국가R&D보고서 참고문헌 기술항목 구축 개선방안 연구)

  • Lee, Kangsandajeong;Lee, Hyejin;Hyun, Mihwan
    • Journal of the Korea Convergence Society
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    • v.13 no.1
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    • pp.31-42
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    • 2022
  • The purpose of this study is to analyze the reference data of the National R&D Report database built by the Korea Institute of Science and Technology Information(KISTI) to derive problems and to find complementary points for the construction technical items in the system. To this end, we investigated the descriptions of references in the National R&D Report constructed in the KISTI DB and analyzed the construction process, guidelines, types, items, etc. Based on this, the appropriateness and accuracy of the classification results of the reference types constructed with the DB were checked. As a result, the problems of the items built into the system and corrections to the construction guidelines were derived. Through this, database construction can proceed efficiently and data quality is expected to improve. In addition, a follow-up study was proposed on the convergence service plan that can be provided in the future through standardization of technical regulations.

The Present Condition on Education of Citation & Reference Writing in Academic Library (대학도서관의 인용 및 참고문헌작성 교육 현황)

  • Rhee, Hey-Young
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.23 no.3
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    • pp.35-56
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    • 2012
  • The citation & reference writing is a necessary curricular course for undergraduate students to improve paper writing and information literacy. And academic libraries have been involved in relation to the course. In this context, this study examined and analyzed present conditions and contents of the citation & reference writing presently taught by academic libraries. The investigation shows that 9 out of 51 universities in Seoul & Gyeonggi-Do taught the course of citation & reference writing. The course was all taught under the title of 'paper writing' except one academic library, and the librarian taught this course on off-line. Some academic libraries taught only part of citation & reference works while many never taught them at all. Especially, the definition and types of plagiarism and reference works on Website were not appropriately covered. Academic libraries teaching the citation & reference writing should grow, and contents of the course should be systematically taught.