한국 반도체 기술 네트워크 연구: 데이터 기반 접근법
Network Analysis for Korean Semiconductor Technology: A Data-driven Approach
0
조회
0
다운로드
0
인용
0
참고문헌
키워드
초록
최근 국가 간 반도체 기술 경쟁이 치열해지며 한국의 핵심 산업 중 하나인 반도체 산업의 기술경쟁력 확보 및 국가 간 기술동맹을 위한 정부의 노력이 강조되고 있다. 이에 본 연구는 특허정보를 활용하여 반도체 분야 국가 기술경쟁력 수준과 국가 간 협력 현황을 분석하고 궁극적으로는 기술 정책 수립을 지원하고자 한다. 이를 위해 첫째, 특허의 양적, 질적 분석을 통해 반도체 산업의 국가 간 기술력을 비교하였으며, 둘째, 서로 다른 국적의 출원인 또는 연구자와 공동 출원되거나 발명된 특허를 통해 반도체 산업 내 국가 간 기술 협력 동향을 파악하였다. 연구 결과로 국내 반도체 산업의 기술력 강화, 글로벌 기술 협력 활성화, 그리고 국내외 인재 확보를 위한 정책의 필요성을 제시하였다.
Abstract
Due to recent heated technological competition for the semiconductor among countries, the government’s role in securing technological competitiveness and forming technology alliances in the semiconductor industry, one of Korea’s core industries, has become important. Therefore, this study aims to analyze technology strengths of countries and global technology cooperation trends in the semiconductor industry through patent analysis, consequently supporting technology policy developments. First, countries’ technology strengths in the semiconductor industry were compared regarding both quantitative and qualitative perspectives of patents. Second, global technology cooperation trends were identified from patents with applicants and inventors from different countries. Results suggest the necessity of policies for strengthening technologies, promoting global technology cooperation, and recruiting experts from both inside and outside of the country for Korea’s semiconductor industry.
참고문헌 (46)
- 반도체 미래기술 로드맵, "과학기술정보통신부", ~ (2023)
- 김민식, "반도체 IP 산업에서 지식기반 기업의 기술혁신 전략에 대한 사례연구", 기술혁신학회지, 15(3), pp.500~532 (2012)
- 김양팽, "국내외 반도체산업 정세와 경기 전망", 월간 KIET 산업경제, 299, pp.7~18 (2023)
- 남대경, "토픽모델 및 특허분석을 통한 차량용 반도체 기술 추세 분석", 기술혁신학회지, 21(3), pp.1155~1178 (2018)
- 윤석열정부 120대 국정과제, "대한민국 정부", ~ (2022)
- 동아일보, "첨단특화단지 지정 땐 ‘글로벌 반도체 패키징 허브’ 가능", ~ (2023)
- 엄익천, "미국 등록특허를 활용한 한국 기술경쟁력의 역동성 분석", 과학기술정책, 3(1), pp.87~126 (2020)
- 특허청, "특허청 공고 제2022-257호", ~ (2022)
- 한겨레, "‘조세회피처 자금 국내 유입 급증…케이맨제도 투자, 미국 이어 2위", ~ (2022)
- 한국경제, "시스템 반도체 1위 넘보는 중국…패키징社 인수", ~ (2015)
- 미중 전략경쟁 시대 지정학적 리스크와 경제안보, "허재철", KIEP, 1~302, pp.연구보고서 22(1) (2023)
- "CPC 분류표(국/영문)"[URL]
- KOTRA 해외시장뉴스, "‘대만형 칩스법’ 본격 시행", ~ (2023)
- Ahn, Sang-Jin, "‘Green chasm’in clean-tech for air pollution: Patent evidence of a long innovation cycle and a technological level gap", Journal of cleaner production, 272, pp.122726~ (2020)
- An, Jaehyeong, "Deriving technology intelligence from patents: Preposition-based semantic analysis", Journal of Informetrics, 12(1), pp.217~236 (2018)
- Aristodemou, Leonidas, "Citations as a measure of technological impact: A review of forward citation-based measures", World patent information, 53, pp.39~44 (2018)
- Bonacich, Phillip, "Factoring and weighting approaches to status scores and clique identification", Journal of mathematical sociology, 2(1), pp.113~120 (1972)
- Chang, Shann-Bin, "Exploring technology diffusion and classification of business methods: Using t he p at ent c itat ion network", Technological Forecasting and Social Change, 76(1), pp.107~117 (2009)
- Chang, Shu-Hao, "The technology networks and development trends of university-industry collaborative patents", Technological Forecasting and Social Change, 118, pp.107~113 (2017)
- Chen, Cheng-Fen, "Strategies for technological development in South Korea and Taiwan: the case of semiconductors", Research Policy, 25(5), pp.759~783 (1996)
- Chen, Dar-Zen, "Using Essential Patent Index and Essential Technological Strength to evaluate industrial technological innovation competitiveness", Scientometrics, 71(1), pp.101~116 (2007)
- Chen, Kaihua, "International research collaboration: An emerging domain of innovation studies?", Research Policy, 48(1), pp.149~168 (2019)
- Chiu, Chien-Che, "Analysis of patent port folio and knowledge flow of the global semiconductor industry", Proceedings of PICMET’14 Conference: Portland International Center for Management of Engineering and Technology; Infrastructure and Service Integration, pp.3621~3634 (2014)
- Cho, Insu, "Text mining method to identify artificial intelligence technologies for the semiconductor industry in Korea", World Patent Information, 74, pp.102212~ (2023)
- Cho, Joon Hyung, "Predicting future technological convergence patterns based on machine learning using link prediction", Scientometrics, 126, pp.5413~5429 (2021)
- Cho, Ta-Shun, "Patent citation network analysis of core and emerging technologies in Taiwan: 1997–2008", Scientometrics, 89(3), pp.795~811 (1997)
- Fiori, Giovana Maria Lanchoti, "Cooperation in R&D in the pharmaceutical industry: Technological and clinical trial networks in oncology", Technological Forecasting and Social Change, 176, pp.121426~ (2022)
- Freeman, Linton C., "Centrality in social networks conceptual clarification", Social Networks, 1, pp.215~239 (1978)
- Grimes, Seamus, "China’s emerging role in the global semiconductor value chain", Telecommunications Policy, 46(2), pp.101959~ (2022)
- Haustein, Stefanie, "Reasons for and developments in international scientific collaboration: does an Asia–Pacific research area exist from a bibliometric point of view?", Scientometrics, 86(3), pp.727~746 (2011)
- Huang, Ying, "Technology life cycle analysis: From the dynamic perspective of patent citation networks", Technological Forecasting and Social Change, 181, pp.121760~ (2022)
- Huang, Ying, "Exploring technology evolution pathways to facilitate technology management: from a technology life cycle perspective", IEEE Transactions on Engineering Management, 68(5), pp.1347~1359 (2020)
- Kapoor, Rahul, "Unmasking the interplay between technology evolution and R&D collaboration: evidence from the global semiconductor manufacturing industry, 1990–2010", Research policy, 43(3), pp.555~569 (2014)
- Liu, Fengchao, "An evolutionary process of global nanotechnology collaboration: A social network analysis of patents at USPTO", Scientometrics, 111, pp.1449~1465 (2017)
- Luo, Yadong, "The rise of techno-geopolitical uncertainty: Implications of the United States CHIPS and Science Act", Journal of international business studies, 54(8), pp.1423~1440 (2023)
- Motohashi, Kazuyuki, "Examining the university industry collaboration policy in Japan: Patent analysis", Technology in Society, 34(2), pp.149~162 (2012)
- Ortega, José Luis, "Collaboration patterns in patent networks and their relationship with the transfer of technology: the case study of the CSIC patents", Scientometrics, 87(3), pp.657~666 (2011)
- Park, Chung, "Early detection of valuable patents using a deep learning model: Case of semiconductor industry", Technological Forecasting and Social Change, 158, pp.120146~ (2020)
- Pinto, Pablo E., "The structure of collaboration networks: Findings from three decades of co-invention patents in Chile", Journal of Informetrics, 13(4), pp.100984~ (2019)
- 2023 SIA Factbook, "Semiconductor Industry Association", ~ (2023)
- Shih, Meng-Jung, "Discovering competitive intelligence by mining changes in patent trends", Expert Systems with Applications, 37(4), pp.2882~2890 (2010)
- Tan, Hao, "Cyclical industrial dynamics: The case of the global semiconductor industry", Technological Forecasting and Social Change, 77(2), pp.344~353 (2010)
- Verhoeven, Dennis, "Measuring technological novelty with patent-based indicators", Research policy, 45(3), pp.707~723 (2016)
- Wagner, Caroline S., "Science and technology policy for development, dialogues at the interface", pp.165~176 (2006)
- Wang, Juite, "A topic-based patent analytcis approach for exploring technological trends in smart manufacturing", Journal of Manufacturing Technology Management, 32(1), pp.110~135 (2021)
- Yoon, Janghyeok, "Invention property-function network analysis of patents: a case of silicon-based thin film solar cells", Scientometrics, 86(3), pp.687~703 (2011)
