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      토픽 모델링을 활용한 컨설팅 연구동향 분석 = Analysis of Consulting Research Trends Using Topic Modeling

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      https://www.riss.kr/link?id=A104500495

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      다국어 초록 (Multilingual Abstract)

      ‘Consulting’, which is the main research topic of the knowledge service industry, is a field of study that is essential for the growth and development of companies and proliferation to specialized fields. However, it is difficult to grasp the current status of international research related to consulting, mainly on which topics are being studied, and what are the latest research topics.
      The purpose of this study is to analyze the research trends of academic research related to ‘consulting’ by applying quantitative analysis such as topic modeling and statistic analysis. In this study, we collected statistical data related to consulting in the Scopus DB of Elsevier, which is a representative academic database, and conducted a quantitative analysis on 15,888 documents.
      We scientifically analyzed the research trends related to consulting based on the bibliographic data of academic research published all over the world. Specifically, the trends of the number of articles published in the major countries including Korea, the author key word trend, and the research topic trend were compared by country and year.
      This study is significant in that it presents the result of quantitative analysis based on bibliographic data in the academic DB in order to scientifically analyze the trend of academic research related to consulting. Especially, it is meaningful that the traditional frequency-based quantitative bibliographic analysis method and the text mining (topic modeling) technique are used together and analyzed. The results of this study can be used as a tool to guide the direction of research in consulting field.
      It is expected that it will help to predict the promising field, changes and trends of consulting industry related research through the trend analysis.
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      ‘Consulting’, which is the main research topic of the knowledge service industry, is a field of study that is essential for the growth and development of companies and proliferation to specialized fields. However, it is difficult to grasp the curr...

      ‘Consulting’, which is the main research topic of the knowledge service industry, is a field of study that is essential for the growth and development of companies and proliferation to specialized fields. However, it is difficult to grasp the current status of international research related to consulting, mainly on which topics are being studied, and what are the latest research topics.
      The purpose of this study is to analyze the research trends of academic research related to ‘consulting’ by applying quantitative analysis such as topic modeling and statistic analysis. In this study, we collected statistical data related to consulting in the Scopus DB of Elsevier, which is a representative academic database, and conducted a quantitative analysis on 15,888 documents.
      We scientifically analyzed the research trends related to consulting based on the bibliographic data of academic research published all over the world. Specifically, the trends of the number of articles published in the major countries including Korea, the author key word trend, and the research topic trend were compared by country and year.
      This study is significant in that it presents the result of quantitative analysis based on bibliographic data in the academic DB in order to scientifically analyze the trend of academic research related to consulting. Especially, it is meaningful that the traditional frequency-based quantitative bibliographic analysis method and the text mining (topic modeling) technique are used together and analyzed. The results of this study can be used as a tool to guide the direction of research in consulting field.
      It is expected that it will help to predict the promising field, changes and trends of consulting industry related research through the trend analysis.

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      참고문헌 (Reference)

      1 박자현, "토픽모델링을 활용한 국내 문헌정보학 연구동향 분석" 한국정보관리학회 30 (30): 7-32, 2013

      2 김상겸, "토픽모델링을 이용한 국내 산업경영공학 연구동향 분석" 한국경영공학회 21 (21): 71-95, 2016

      3 배성훈, "사회연결망 분석을 활용한 나노기술 연구동향 국가간 비교분석: 탄소나노소재분야 중심" 한국생산제조학회 26 (26): 172-184, 2017

      4 정한석, "국내 경영컨설팅 연구의 동향과 향후 연구방향제언" 한국인적자원개발학회 19 (19): 87-124, 2016

      5 Wei, F., "Two Poles in Global Nano Research : Structure and Evolution of the Global Nano Collaborative Innovation Network" 140-150, 2014

      6 Korea Technology and Information Promotion Agency for SMEs, "Small Business Consulting Support Project Performance Analysis Research Service Report" 2013

      7 Blei, D. M., "Probabilistic Topic Models" 55 (55): 77-84, 2012

      8 Kubr, M, "Management Consulting : A Guide to the Profession" International Labour Office 2002

      9 Blei, D. M., "Latent dirichlet allocation" 3 : 993-1022, 2003

      10 "Korean standard industrial classification"

      1 박자현, "토픽모델링을 활용한 국내 문헌정보학 연구동향 분석" 한국정보관리학회 30 (30): 7-32, 2013

      2 김상겸, "토픽모델링을 이용한 국내 산업경영공학 연구동향 분석" 한국경영공학회 21 (21): 71-95, 2016

      3 배성훈, "사회연결망 분석을 활용한 나노기술 연구동향 국가간 비교분석: 탄소나노소재분야 중심" 한국생산제조학회 26 (26): 172-184, 2017

      4 정한석, "국내 경영컨설팅 연구의 동향과 향후 연구방향제언" 한국인적자원개발학회 19 (19): 87-124, 2016

      5 Wei, F., "Two Poles in Global Nano Research : Structure and Evolution of the Global Nano Collaborative Innovation Network" 140-150, 2014

      6 Korea Technology and Information Promotion Agency for SMEs, "Small Business Consulting Support Project Performance Analysis Research Service Report" 2013

      7 Blei, D. M., "Probabilistic Topic Models" 55 (55): 77-84, 2012

      8 Kubr, M, "Management Consulting : A Guide to the Profession" International Labour Office 2002

      9 Blei, D. M., "Latent dirichlet allocation" 3 : 993-1022, 2003

      10 "Korean standard industrial classification"

      11 Wilkinson, J.W., "Handbook of Management Consulting Services" McGraw-Hill 1995

      12 Greiner, L.E., "Consulting to Management" Prentice Hall 1983

      13 Arora, S. K., "Capturing New Developments in an Emerging Technology : An Updated Search Strategy for Identifying Nanotechnology Research Outputs" 95 (95): 351-370, 2013

      14 Korea Technology and Information Promotion Agency for SMEs, "Analysis of consulting industry status and Activation plan study" 2011

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2027 평가예정 재인증평가 신청대상 (재인증)
      2021-11-29 학회명변경 영문명 : 미등록 -> KOREAN SOCIETY OF INDUSTRIAL AND SYSTEMS ENGINEERING KCI등재
      2021-11-25 학술지명변경 외국어명 : Journal of Society of Korea Industrial and Systems Engineering -> Journal of Korean Society of Industrial and Systems Engineering KCI등재
      2021-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2019-12-04 학술지명변경 한글명 : 산업경영시스템학회지 -> 한국산업경영시스템학회지
      외국어명 : Journal of the Society of Korea Industrial and Systems Engineering -> Journal of Society of Korea Industrial and Systems Engineering
      KCI등재
      2018-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2015-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2011-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2009-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2005-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2003-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 0.34 0.34 0.3
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.28 0.28 0.37 0.16
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