• Title/Summary/Keyword: 인용문헌

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Document Clustering Using Reference Titles (인용문헌 표제를 이용한 문헌 클러스터링에 관한 연구)

  • Choi, Sang-Hee
    • Journal of the Korean Society for information Management
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    • v.27 no.2
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    • pp.241-252
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    • 2010
  • Titles have been regarded as having effective clustering features, but they sometimes fail to represent the topic of a document and result in poorly generated document clusters. This study aims to improve the performance of document clustering with titles by suggesting titles in the citation bibliography as a clustering feature. Titles of original literature, titles in the citation bibliography, and an aggregation of both titles were adapted to measure the performance of clustering. Each feature was combined with three hierarchical clustering methods, within group average linkage, complete linkage, and Ward's method in the clustering experiment. The best practice case of this experiment was clustering document with features from both titles by within-groups average method.

A bibliometric analysis on deep learning research trends (딥러닝 연구동향에 대한 계량서지적 분석)

  • Lee, Jae Yun
    • Proceedings of the Korean Society for Information Management Conference
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    • 2017.08a
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    • pp.11-14
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    • 2017
  • 딥러닝 연구동향에 대한 계량서지적 분석을 자아 중심 주제 인용분석 기법을 활용하여 시도하였다. 이를 위해서 Web of Science에서 'deep learning'으로 검색된 인용빈도 상위 15건의 논문을 핵심 논문으로 삼고, 이들 핵심 논문 15편을 인용한 논문 집합을 자아 문헌집합으로 삼았으며, 자아 문헌집합들이 인용한 주요 문헌들을 인용 정체성 문헌집합으로 설정하였다. 인용 정체성 문헌집합에 대해 동시인용분석을 실시하여 주요 문헌, 주요 연구 주제를 파악하고, 영향을 끼친 주요 선행 연구를 파악해보았다.

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인용문헌의 효율적인 검색을 위한 KSCI 시스템 설계

  • Lee, Gye-Jun
    • Journal of Scientific & Technological Knowledge Infrastructure
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    • s.7
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    • pp.113-127
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    • 2001
  • 인용문헌정보의 효율적인 저장과 검색을 위하여 인용한 문헌과 인용된 문헌들의 구성요소를 추출하고 상호 인용관계에 대한 논리정보와 구조정보를 재구성을 통해 표현하고, 패스인코딩 색인기법에 의해 구성요소의 중복을 제거하였으며, 관련 있는 데이터베이스들과의 연계를 위하여 XML을 기반으로 하는 KSCI(Korea Science Citation Index)시스템을 설계하였다.

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The Study on the Genealogy and Impact Factor of Papers by Citation Analysis (인용문헌 분석을 통한 학술 논문의 수명 및 계보에 관한 연구)

  • Chung, Jun-Min
    • Journal of the Korean Society for Library and Information Science
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    • v.44 no.2
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    • pp.357-379
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    • 2010
  • The citation analysis is not applied to group measurements but to individual papers finding their impact factors among citation chains which are created by tracing citing-cited relationship between any two papers in data set. The individual impact factor is measured by adding each value derived from citation chain. Each paper's impact factor index is calculated by adding the values of each index by direct citing-cited relationship, and the values of each impact factor made by indirectly influencing to the papers in the citation chain. The research introduces a grace period, in which the system holds the papers not cited by other papers yet, but are expected to be cited within this period. Eventually not cited papers after the grace period would be eliminated by the system. The experiment suggests a reasonable database in which the highly influenced papers are gathered, and could be serviced in stead of buying databases filled with worthless not-cited-papers.

A Study on Document Citation Indicators Based on Citation Network Analysis (인용 네트워크 분석에 근거한 문헌 인용 지수 연구)

  • Lee, Jae-Yun
    • Journal of the Korean Society for Library and Information Science
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    • v.45 no.2
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    • pp.119-143
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    • 2011
  • This study identifies the characteristics of recent citation-based indicators for assessing a single paper in the context of their co-relationships. Five predefined indicators were examined with three variants of h-index which are convened in this study; the formers are PageRank, SCEAS Rank, CCI, f-value, and single paper h-index and the latters are $h_S$-index, h1-index, and $h_S$1-index. The correlation analysis and cluster analysis were performed to group the indicators by common characteristics, after which the indicators were calculated with the dataset from KSCI DB. The results show statistical evidence that distinguishes h-index type indicators from others. The characteristics of the indicators were verified with citation frequency factors using correlation analysis. Finally, the implications for applications and further studies are discussed.

A Study on the Cooperative Acquisition in Research Library (전문도서관의 공동수서정책에 관한 연구)

  • Lee, Song-Ja;Nam, Young-Jun
    • Proceedings of the Korean Society for Information Management Conference
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    • 2005.08a
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    • pp.205-212
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    • 2005
  • 본 연구의 목적은 전문도서관인 공무원교육원 도서관의 공동수서정책을 위해 이용자의 요구를 인용문헌분석을 통해 파악하고자 하였다. 이을 위해 3개 공무원교육원의 주이용자인 장기교육생의 인용문헌을 자료의 유형분석, 자료의 최신성 분석, 인용문헌수 분석, 외국문헌 이용현황과 핵심자료를 파악하고자 하여 공무원교육원 도서관의 공동수서정책에 반영하고자 하였다. 그 결과 형태별로는 연구보고서의 인용율이 가장 높았으며, 평균인용건수를 분석한 결과, 교육수료보고서의 1인당 평균인용건수는 29.42권으로 조사되었다. 발행시기별로 분석한 결과, 출판 후2${\sim}$5년 내의 자료를 40.6%로 가장 많이 인용하는 것으로 조사되었으며, 언어별 분석 결과, 국내서로 기술된 문헌의 인용율은 90.1%로 조사되었다. 핵심자료를 파악한 결과 단행본의 최대 피인용문헌빈도(3회 이상)는 155권 이었으며, 학술지는 112종, 통계자료는 34권이었다.

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A Study on the Research Patterns of Domestic Library & Information Researchers through LISA & ISA (국내 문헌정보학 연구자들의 연구동향 분석 연구 - LISA & ISA를 중심으로 -)

  • Choi, Hee-Kon
    • Journal of the Korean Society for Library and Information Science
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    • v.37 no.1
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    • pp.61-79
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    • 2003
  • In order to clarify the trend of study by the researchers in the field of library and information science. This study is to analyze the thesis of library and information science researchers in various aspects which is included in LISA and ISA, the representative database in library and information science. In addition, the study is to analyze the form of citation of domestic library and information science researchers by studying the citation written in the thesis of the database according to the classification of form and nationality. The study made a conclusion that the journal is most frequent]y cited regarding forms, which is expected to promote the internationalization of library and information science and indicate the direction of our study in the future.

Improved methods for assessing single paper's citation impact (단일 문헌의 인용 영향력 측정 방식의 개선)

  • Lee, Jae Yun
    • Proceedings of the Korean Society for Information Management Conference
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    • 2011.08a
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    • pp.29-34
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    • 2011
  • 최근 인용 네트워크 분석을 통해서 단일 문헌의 인용 영향력을 측정하려는 시도가 다양하게 전개되고 있다. 널리 알려진 PageRank를 보완하려는 일부 시도와 함께 h-index를 단일 문헌의 인용 영향력 측정에 적용한 단일문헌 h-index도 제안되었다. 이 연구에서는 Web of Science에서 검색한 계량정보학 분야 문헌집합을 대상으로 여러 측정 방식의 특징을 비교해본 후, 새로운 인용지수 2종을 제안하였다. 제안한 인용지수는 PageRank처럼 전역 네트워크 분석 방식인 지수 1종과 h-index처럼 지역 네트워크 분석 방식인 지수 1종으로서 상황에 따라 선택하여 사용할 수 있다.

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Journal Citation Network Analysis of Library and Information Science Field in Korea (국내 문헌정보학 분야 학술지의 인용 네트워크분석)

  • Jeong, Yoo Kyung
    • Journal of the Korean Society for Library and Information Science
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    • v.54 no.4
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    • pp.221-238
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    • 2020
  • This study aims to investigate the scholarly communications and citation influences in library and information science field by conducting journal citation network analysis. For data collection, four major journals in library and information science field were chosen and 4,471 of research papers and 18,424 of citation records were collected from Korean Citation Index. The results show that Journal of the Korean Society for Library and Information Science was the most influential journal with highest citation in LIS fields, while Journal of the Korean Society for Library and Information Science Management influenced other research fields.

A Study on the Information Use Behaviors through Citation Analysis (인용문헌 분석을 통한 정보 이용 행태 연구 - 화학분야 박사학위논문을 중심으로 -)

  • Lee, Seung-Won
    • Journal of Information Management
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    • v.39 no.2
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    • pp.185-209
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    • 2008
  • This study was carried out on the citations within the chemistry field Ph.D. dissertations to ascertain what types of documents are the most frequently used in the research process, the most frequently consulted journals and obsolescence rate of the journals. The analysis covered 42 doctoral theses presented at 'K' university in Seoul from 2000 to 2008. The results obtained from the 3,258 citations revealed that the most frequently used documents were Academic Journal, which accounted for 91 percent of the total; 27 journals met 50 percent of the information needs; and the age of 50 percent of the citations was no older than 9 years. Finally, the results can be used as a tool for the collection management of the library. and Researcher with the chemistry field Ph.D. dissertation.