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      KCI우수등재

      무역 디지털 트랜스포메이션을 위한 빅데이터 도입 및 활용에 관한 연구 = Research on the introduction and use of Big Data for trade digital transformation

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      https://www.riss.kr/link?id=A108197412

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      다국어 초록 (Multilingual Abstract)

      The process and change of convergence in the economy and industry with the development of digital technology and combining with new technologies is called Digital Transformation. Specifically, it refers to innovating existing businesses and services by utilizing information and communication technologies such as big data analysis, Internet of Things, cloud computing, and artificial intelligence.
      Digital transformation is changing the shape of business and has a wide impact on businesses and consumers in all industries. Among them, the big data and analytics market is emerging as one of the most important growth drivers of digital transformation. Integrating intelligent data into an existing business is one of the key tasks of digital transformation, and it is important to collect and monitor data and learn from the collected data in order to efficiently operate a data-based business.
      In developed countries overseas, research on new business models using various data accumulated at the level of government and private companies is being actively conducted. However, although the trade and import/export data collected in the domestic public sector is being accumulated in various types and ranges, the establishment of an analysis and utilization model is still in its infancy.
      Currently, we are living in an era of massive amounts of big data. We intend to discuss the value of trade big data possessed from the past to the present, and suggest a strategy to activate trade big data for trade digital transformation and a new direction for future trade big data research.
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      The process and change of convergence in the economy and industry with the development of digital technology and combining with new technologies is called Digital Transformation. Specifically, it refers to innovating existing businesses and services b...

      The process and change of convergence in the economy and industry with the development of digital technology and combining with new technologies is called Digital Transformation. Specifically, it refers to innovating existing businesses and services by utilizing information and communication technologies such as big data analysis, Internet of Things, cloud computing, and artificial intelligence.
      Digital transformation is changing the shape of business and has a wide impact on businesses and consumers in all industries. Among them, the big data and analytics market is emerging as one of the most important growth drivers of digital transformation. Integrating intelligent data into an existing business is one of the key tasks of digital transformation, and it is important to collect and monitor data and learn from the collected data in order to efficiently operate a data-based business.
      In developed countries overseas, research on new business models using various data accumulated at the level of government and private companies is being actively conducted. However, although the trade and import/export data collected in the domestic public sector is being accumulated in various types and ranges, the establishment of an analysis and utilization model is still in its infancy.
      Currently, we are living in an era of massive amounts of big data. We intend to discuss the value of trade big data possessed from the past to the present, and suggest a strategy to activate trade big data for trade digital transformation and a new direction for future trade big data research.

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      참고문헌 (Reference)

      1 이호형, "전자무역 분야 빅데이터 활용 사례연구" 한국엔터프라이즈아키텍처학회 15 (15): 179-186, 2018

      2 이충형 ; 김영준, "빅데이터 품질이 기업의 경영성과에 미치는 영향에 관한 연구" 한국융합학회 12 (12): 245-256, 2021

      3 신나라 ; 김용진, "물류 빅데이터 구축 실태 및 활용사례 분석을 통한 활성화 방안" 한국물류학회 28 (28): 91-101, 2018

      4 Lee, Jun-Myung, "Trade Industry Digital Transformation Survey" Korea International Trade Association 2022

      5 Jung, Hyun-Ho, "This is the era of data sovereignty GDPR" National Information Society Agency(NIA) 2018

      6 Kang, Jun-Hee, "The rise of the data economy and its socioeconomic impact, IT & Future Strategy Report" 2018

      7 Jang, Jun-hee, "The rise of the data economy and its socioeconomic impact" National Information Society Agency 2018

      8 Beyer M., "The Importance of 'Big Data' : A Definition" Gartner 2012

      9 Kim, Gun-Woo, "Survey on the 4th Industrial Revolution in the Trade Industry" Korea International Trade Association 2017

      10 Ministry of Science and Technology Information and Communication, "Reasons for not using big data technology and services (DT_120008N_66)"

      1 이호형, "전자무역 분야 빅데이터 활용 사례연구" 한국엔터프라이즈아키텍처학회 15 (15): 179-186, 2018

      2 이충형 ; 김영준, "빅데이터 품질이 기업의 경영성과에 미치는 영향에 관한 연구" 한국융합학회 12 (12): 245-256, 2021

      3 신나라 ; 김용진, "물류 빅데이터 구축 실태 및 활용사례 분석을 통한 활성화 방안" 한국물류학회 28 (28): 91-101, 2018

      4 Lee, Jun-Myung, "Trade Industry Digital Transformation Survey" Korea International Trade Association 2022

      5 Jung, Hyun-Ho, "This is the era of data sovereignty GDPR" National Information Society Agency(NIA) 2018

      6 Kang, Jun-Hee, "The rise of the data economy and its socioeconomic impact, IT & Future Strategy Report" 2018

      7 Jang, Jun-hee, "The rise of the data economy and its socioeconomic impact" National Information Society Agency 2018

      8 Beyer M., "The Importance of 'Big Data' : A Definition" Gartner 2012

      9 Kim, Gun-Woo, "Survey on the 4th Industrial Revolution in the Trade Industry" Korea International Trade Association 2017

      10 Ministry of Science and Technology Information and Communication, "Reasons for not using big data technology and services (DT_120008N_66)"

      11 Dijcks J. P., "Oracle : Big Data for the Enterprise" Oracle Corporation 3-6, 2013

      12 Jung, Ji-sun, "New Value Creation Engine, New Possibilities of Big Data and Response Strategies" National information society agency 1-14, 2011

      13 Choi, Nak-Gyoon, "International Comparison and Trade Effects of Digital Innovation According to Various Scenarios" KIEP 2018

      14 Lund, S., "Game changers: Five opportunities for US growth and renewal" McKinsey Global Institute 1-21, 2013

      15 Gantz J., "Extraction Value from Chaos" IDC 6-8, 2011

      16 Lee, Jung-Myung, "Digital Transformation Status" Korea International Trade Association 2022

      17 Chavez T., "Data driven" Mc Graw Hill 2019

      18 Jo, Joon-Dong, "Creative Convergence Capstone Design with PBL" Han Bit Acdemy 2015

      19 James M., "Big data: The next frontier for innovation competition, and productivity" McKinsey Global Institute 1-13, 2011

      20 Bell T., "Big Data: An opportunity in search of a metaphor" O’Reilly 2011

      21 Lee, Sung-Chun, "Big Data, the secret key to unlocking the future" KT Economic Management Research Center 2011

      22 Kim, Byung-Su, "Big Data Revolution| Korea's 'AI powerhouse', already lagging behind in the competition between the US and China, is also an agent... Data transaction needs to be revitalized, US private market 200 trillion won"

      23 Ministry of Science and Technology Information and Communication, "Availability of big data technologies and services (DT_120008_2020C006)"

      24 Jung, Kyung-Jin, "A Study on the Big Data Utilization Intention of Small and Medium-sized Manufacturing Companies" Soongsil University 2020

      25 Kho, Hyeong-Seog, "A Study on Factors Affecting the Intention to Use Big Data in Businesses" Soongsil University 2019

      26 Min, Yun-Joo, and, "A Study on Big Data Analytics and Application in Logistics" The Korea Transport Institute 2018

      27 Lee, Cheol-Woong, "A Study of Using Big Data for Global Online Business - Focusing on e-Trade" Hansung University 2014

      28 An, Hee-Jung, "A Business Performance Study of Data Quality Management for Big Data Adoption : Focused on Corporate Data Quality Management Process" Kookmin University 2015

      29 Yoon, Jin-Ho, "5 out of 10 SMEs "Big data is essential, but there is no way to obtain it""

      30 이호형, "4차 산업혁명 관련 무역연구의 체계적 문헌고찰과 사례연구" 한국통상정보학회 22 (22): 23-41, 2020

      31 Laney D., "3-D Data Management: Controlling Data Volume, Velocity and Variety" META Group Inc 1-4, 2001

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2022 평가예정 계속평가 신청대상 (등재유지)
      2017-01-01 평가 우수등재학술지 선정 (계속평가)
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2008-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2006-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2004-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2001-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      1998-07-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.01 1.01 1.06
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.98 0.9 1.149 0.19
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