• Title/Summary/Keyword: Co-Citation Analysis

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Analyzing the Study Trends of 'Sense of Place' Using Text Mining Techniques (텍스트마이닝 기법을 활용한 국내외 장소성 관련 연구동향 분석)

  • Lee, Ina;Kim, Hea-Jin
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.30 no.2
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    • pp.189-209
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    • 2019
  • Main Path Analysis (MPA) is one of the text mining techniques that extracts the core literature that contributes knowledge transfer based on citation information in the literature. This study applied various text mining techniques to abstract of the paper related with sense-of-place, which is published at Korea and abroad from 1990 to 2018 so that could discuss in a macro perspective. The main path analysis results showed that from 1990, overseas research on sense-of-place has been carried out in the order of personal identity, public land management, environmental education and urban development-related areas. Also, by using the network analysis, this study found that sense-of-place was discussed at various levels in Korea, including urban development, culture, literature, and history. On the other hand, it has been found that there are few topic changes in international studies, and that discussions on health, identity, landscape and urban development have been going on steadily since the 1990s. This study has implications that it presents a new perspective of grasping the overall flow of relevant research.

A Bibliometric Analysis of the Research Performance by Researchers in the Biological Sciences: Based on the K University (생명과학 분야 연구자들의 연구 성과 분석 연구 - K 대학교를 중심으로 -)

  • Kim, Mee-Jean
    • Journal of Korean Library and Information Science Society
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    • v.51 no.2
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    • pp.273-294
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    • 2020
  • The purpose of this study is to provide an in-depth analysis on the publication patterns of the 1,029 journal articles by the Life Sciences' faculty at the K University, for the years 2004-2017 and to investigate any difference between their publication patterns and the citedness for the years 2004-2018. Among the three funding agency types, the research publications supported by foreign funding received the more citations than publications by other types of funding, and the study also found a statistical difference in the citedness (F = 10.467, p < .000***). In addition, the internationally co-authored publications received more citations than three other types of co-authored publications in terms of the immediacy index per publication and the average citations per publication.

Introducing Keyword Bibliographic Coupling Analysis (KBCA) for Identifying the Intellectual Structure (지적구조 규명을 위한 키워드서지결합분석 기법에 관한 연구)

  • Lee, Jae Yun;Chung, EunKyung
    • Journal of the Korean Society for information Management
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    • v.39 no.1
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    • pp.309-330
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    • 2022
  • Intellectual structure analysis, which quantitatively identifies the structure, characteristics, and sub-domains of fields, has rapidly increased in recent years. Analysis techniques traditionally used to conduct intellectual structure analysis research include bibliographic coupling analysis, co-citation analysis, co-occurrence analysis, and author bibliographic coupling analysis. This study proposes a novel intellectual structure analysis method, Keyword Bibliographic Coupling Analysis (KBCA). The Keyword Bibliographic Coupling Analysis (KBCA) is a variation of the author bibliographic coupling analysis, which targets keywords instead of authors. It calculates the number of references shared by two keywords to the degree of coupling between the two keywords. A set of 1,366 articles in the field of 'Open Data' searched in the Web of Science were collected using the proposed KBCA technique. A total of 63 keywords that appeared more than 7 times, extracted from 1,366 article sets, were selected as core keywords in the open data field. The intellectual structure presented by the KBCA technique with 63 key keywords identified the main areas of open government and open science and 10 sub-areas. On the other hand, the intellectual structure network of co-occurrence word analysis was found to be insufficient in the overall structure and detailed domain structure. This result can be considered because the KBCA sufficiently measures the relationship between keywords using the degree of bibliographic coupling.

Analysis of inter-disciplinarity on renewable energy research (지식흐름 관점에서 신.생에너지연구의 학제간 다양성 분석 -태양전지 연구를 중심으로-)

  • Kim, Minji;Park, Junggyu
    • 한국신재생에너지학회:학술대회논문집
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    • 2010.11a
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    • pp.141-141
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    • 2010
  • 과학기술은 기술영역간의 관계를 통해 고유한 연구영역을 그리며 발달하며, 이는 학제의 다양성을 바탕으로 기존 기술들이 독특한 결합과정의 형성을 의미한다. 기술의 결합과정은 지식의 결합과정 관점으로 이해할 수 있다. 본 연구에서는 기존의 에너지산업과 다른 특성을 갖는 신 재생에너지의 기술발전경로를 '지식흐름'의 관점에서 탐색하여 신 재생에너지 연구의 학제 구조 및 다양성을 살펴보고자 한다. 계량서지학적 분석은 데이터 수집의 간편성 및 초기 연구결과물 분석에 적용할 수 있다는 장점에 의해 여러 분야에서 폭넓게 응용되어 왔다. 특히, A.L Porter(1984)에 의해 'citation'을 이용한 학제간관계 측정에 적용하여 계량서지학적 방법을 바탕으로 지식흐름을 관찰하는데 선구적인 방법을 제시하였다. 또한 Tijsen(1992)은 동시분류분석방법을 적용하여 네덜란드 에너지 연구분야의 학제구조를 분석하였고, Kajikawa(2007)은 에너지분야의 신기술인 태양전지와 연료전지에 한정하여 인용네트워크 분석을 수행하여 연구발전의 경향을 알아보았다. 이에 본 연구에서는 계량 서지학적 방법의 하나인 co-classification 방법론을 적용하여 태양광 분야 중 태양전지에 초점을 맞추어 학제 간 다양성 분석 연구를 수행 하였다. 태양광은 신 재생에너지 중 전후방연관 파급효과가 가장 큰 분야이며, 반도체 기반기술을 바탕으로 그 기술을 전개할 수 있기에 국내 산업과의 연관도가 높은 산업이다. 태양전지의 연구 동향 파악 및 고유의 연구영역을 도출을 분석하기 위한 기본 자료는 ISI의 'Web of Science'를 기반하여 수집하였다. 또한 태양광 연구의 연구구조 파악을 위하여 계량서지학분석의 하나인 'co-classification' 방법론을 추가적으로 적용하여 학제간의 분석을 수행하였다. 분석결과 1979-2009년까지의 태양전지 연구 논문 2,602개를 바탕으로 동시에 2개 이상의 SC를 포함한 논문은 총 논문의 51.8%이며, 출현한 SC는 65개로 분석되었다. 이 중 2개 이상의 SC가 동시에 출연한 횟수는 증가하는 경향을 가짐을 알 수 있었다. 이는 과학기술의 발전이 기술의 결합과정 또는 지식의 결합과정 관점으로 이해할 수 있음을 확인할 수 있었다.

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A Study on the Emerging Technology Detection in the Field of LED Using Scientometrics (과학계량학적 정보분석을 통한 LED 및 광분야 유망기술 탐색에 관한 연구)

  • Chang, Si-Young;Lee, Byoung-Chul;Kim, Yun-Bae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.3
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    • pp.1213-1222
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    • 2011
  • The aim of this research is to map the intellectual structure of the field of LED and optics during the period of 2000-2009. We utilize the scientometric tool of co-word analysis to reveal patterns and trends in the LED and optics field by measuring the association strengths of keywords (or IPCs). Data were collected from Science Citation Index Expanded (SCIE) and United Stated Patent and Trademark Office (USTPO) for the period of 2000-2009. Keywords were extracted from abstracts and further standardized using thesaurus. In order to trace the dynamic changes of the LED and optics field, the whole 10-year period was separated into two consecutive periods: 2000-2004 and 2005-2009. The results show that the LED and optics field has some established research themes and it also changes to embrace new themes.

An Evaluation for quality of performance of international R&D cooperation by analyzing patent information (특허정보 분석을 통한 국제공동연구 성과의 품질 평가)

  • Kim, Kang-Hoe;Chae, Myung-Su;Shim, We;Kwon, Oh-Jin
    • Journal of Korea Technology Innovation Society
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    • v.15 no.3
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    • pp.722-743
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    • 2012
  • Confronted with increasing global competition and rising research and development risks, the global open innovation has receiving increased attention. This study empirically investigates whether or not international cooperative R&D is effective by evaluating the quality indicators with the patents with international co-applications. The number of patents with international co-applications has dramatically increased in recent years. According to the results, the outcome from international cooperative R&D is prominent in term of all the evaluation criteria such as the number of citation, patent families, claims, and et cetera, compared with that from domestic cooperative R&D. Based on the patent quality, the information technology sector holds the top spot and high-tech sectors such as bio and automobile industries show the better quality performances. By identifying high betweeneess centrality in the network analysis of international cooperative R&D, the US is indicated as the most central country in such cooperative activity, and then Germany, the UK, Canada, and France come after.

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Collaboration Networks and Document Networks in Informetrics Research from 2001 to 2011: Finding Influential Nations, Institutions, Documents (계량정보학분야의 협력연구 네트워크 및 문헌네트워크 분석 : 국가, 기관, 문헌단위 분석)

  • Lee, Jae Yun;Choi, Sanghee
    • Journal of the Korean Society for information Management
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    • v.30 no.1
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    • pp.179-191
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    • 2013
  • Since information scientists have begun trying to quantify significant research trends in scientific publications, '-metrics' research such as 'bibliometrics', 'scientometrics', 'informetrics', 'webometrics', and 'citation analysis' have been identified as crucial areas of information science. To illustrate the dynamic research activities in these areas, this study investigated the major contributors of '-metrics' research for the last decade at three levels: nations, institutions, and documents. '-metrics' literature of this study was obtained from the Science Citation Index for the years 2001-2011. In this analysis, we used Pathfinder network, PNNC algorithm, PageRank and several indicators based on h-index. In terms of international collaborations, USA and England were identified as major countries. At the institutional level, Katholieke University, Leuven and the University of Amsterdam in Europe and Indiana University and the Office of Naval Research in the USA have led co-research projects in informetrics areas. At the document level, Hirsch's h-index paper and Ingwersen's web impact factor paper were identified as the most influential work by two methods: PageRank and single paper h-index.

A Study on the Intellectual Structure of Metadata Research by Using Co-word Analysis (동시출현단어 분석에 기반한 메타데이터 분야의 지적구조에 관한 연구)

  • Choi, Ye-Jin;Chung, Yeon-Kyoung
    • Journal of the Korean Society for information Management
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    • v.33 no.3
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    • pp.63-83
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    • 2016
  • As the usage of information resources produced in various media and forms has been increased, the importance of metadata as a tool of information organization to describe the information resources becomes increasingly crucial. The purposes of this study are to analyze and to demonstrate the intellectual structure in the field of metadata through co-word analysis. The data set was collected from the journals which were registered in the Core collection of Web of Science citation database during the period from January 1, 1998 to July 8, 2016. Among them, the bibliographic data from 727 journals was collected using Topic category search with the query word 'metadata'. From 727 journal articles, 410 journals with author keywords were selected and after data preprocessing, 1,137 author keywords were extracted. Finally, a total of 37 final keywords which had more than 6 frequency were selected for analysis. In order to demonstrate the intellectual structure of metadata field, network analysis was conducted. As a result, 2 domains and 9 clusters were derived, and intellectual relations among keywords from metadata field were visualized, and proposed keywords with high global centrality and local centrality. Six clusters from cluster analysis were shown in the map of multidimensional scaling, and the knowledge structure was proposed based on the correlations among each keywords. The results of this study are expected to help to understand the intellectual structure of metadata field through visualization and to guide directions in new approaches of metadata related studies.

Identification and Analysis of Author's Institution in Korean Journal Papers for the Decision Support in Disaster Situations

  • Kim, Byungkyu;You, Beom-Jong;Shim, Hyoung-Seop
    • Journal of the Korea Society of Computer and Information
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    • v.26 no.12
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    • pp.85-97
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    • 2021
  • In this paper, in order to support rapid and effective decision-making and response in disaster situations, we identified the author's organization of academic research papers and conducted a collaborative relationship analysis study based on this. For this purpose, 2,308 papers in 69 Korean academic journals classified by disaster and safety type were selected for analysis and experimental data were constructed based on the Korea Science Citation Database (KSCD) and institutional identification data provided by KISTI. Collaborative relationship analysis was conducted for each of the four units (Institution, Institution type, Institution region and University department type). First, statistical status such as frequency of appearance was compared, and basic properties and main centrality index of each co-occurrence network were calculated and analyzed using Social Network Analysis Method. In addition, a visualization map was created and presented for each network so that the collaborative relationship could be viewed and understood as a whole. The results of this study are expected to contribute to the search activities of institutions and cooperative groups that support effective disaster response and to lay the foundation for the information service system.

A scientometric, bibliometric, and thematic map analysis of hydraulic calcium silicate root canal sealers

  • Anastasios Katakidis;Konstantinos Kodonas;Anastasia Fardi;Christos Gogos
    • Restorative Dentistry and Endodontics
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    • v.48 no.4
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    • pp.41.1-41.17
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    • 2023
  • Objectives: This scientometric and bibliometric analysis explored scientific publications related to hydraulic calcium silicate-based (HCSB) sealers used in endodontology, aiming to describe basic bibliometric indicators and analyze current research trends. Materials and Methods: A comprehensive search was conducted in Web of Science and Scopus using specific HCSB sealer and general endodontic-related terms. Basic research parameters were collected, including publication year, authorship, countries, institutions, journals, level of evidence, study design and topic of interest, title terms, author keywords, citation counts, and density. Results: In total, 498 articles published in 136 journals were retrieved for the period 2008-2023. Brazil was the leading country, and the universities of Bologna in Italy and Sao Paolo in Brazil were represented equally as leading institutions. The most frequently occurring keywords were "calcium silicate," "root canal sealer MTA-Fillapex," and "biocompatibility," while title terms such as "calcium," "sealers," "root," "canal," "silicate based," and "endodontic" occurred most often. According to the thematic map analysis, "solubility" appeared as a basic theme of concentrated research interest, and "single-cone technique" was identified as an emerging, inadequately developed theme. The co-occurrence analysis revealed 4 major clusters centered on sealers' biological and physicochemical properties, obturation techniques, retreatability, and adhesion. Conclusions: This analysis presents bibliographic features and outlines changing trends in HCSB sealer research. The research output is dominated by basic science articles scrutinizing the biological and specific physicochemical properties of commonly used HCSB sealers. Future research needs to be guided by studies with a high level of evidence that utilize innovative, sophisticated technologies.