• Title/Summary/Keyword: Collaborative Patent

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Study on Collaborative Activities in Automotive Semiconductor Technology: Focusing on Joint Patent Analysis (차량용 반도체 기술의 협력 활동에 관한 연구: 공동 특허 분석을 중심으로)

  • Kyounghwan Chin;Heesang Lee
    • The Journal of the Convergence on Culture Technology
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    • v.10 no.6
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    • pp.829-847
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    • 2024
  • The automotive industry is undergoing a major transformation with the advent of electric vehicles and autonomous vehicles, and the demand for advanced automotive semiconductor technologies is increasing. This study analyzes the patenting and joint development activities of automotive semiconductor technologies in five industries: automobile manufacturing, auto parts, automotive semiconductor, integrated semiconductor, and information technology. The study analyzed 421,802 single patents and 22,342 co-patents of 40 companies over the 12-year period from 2010 to 2021 and found two important findings. First, the analysis of joint patents shows that the automobile manufacturing industry and the information technology industry are active in securing joint patents through collaborative activities. Second, the community analysis of the co-patent network over the 12-year period shows that while technical cooperation relationships have been steadily maintained to secure changing automotive semiconductor technologies, the collaborative activities of companies within the community have changed according to technological changes and the need to complement capabilities. Based on this research, we proposed some collaboration strategies for either strengthening a company's capability or compensating for weakness.

A Research on TF-IDF-based Patent Recommendation Algorithm using Technology Transfer Data (기술이전 데이터를 활용한 TF-IDF기반 특허추천 알고리즘 연구)

  • Junki Kim;Joonsoo Bae;Yeongheon Song;Byungho Jeong
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.46 no.3
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    • pp.78-88
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    • 2023
  • The increasing number of technology transfers from public research institutes in Korea has led to a growing demand for patent recommendation platforms for SMEs. This is because selecting the right technology for commercialization is a critical factor in business success. This study developed a patent recommendation system that uses technology transfer data from the past 10 years to recommend patents that are suitable for SMEs. The system was developed in three stages. First, an item-based collaborative filtering system was developed to recommend patents based on the similarities between the patents that SMEs have previously transferred. Next, a content-based recommendation system based on TF-IDF was developed to analyze patent names and recommend patents with high similarity. Finally, a hybrid system was developed that combines the strengths of both recommendation systems. The experimental results showed that the hybrid system was able to recommend patents that were both similar and relevant to the SMEs' interests. This suggests that the system can be a valuable tool for SMEs that are looking to acquire new technologies.

The Effects of Collaborative R&D Activity on Product and Process Innovation: A Negative Binomial Modeling Approach (기업의 공동연구개발활동이 제품혁신 및 공정혁신에 미치는 영향 - 음이항회귀모형을 활용하여 -)

  • Kim, Chanyong;Choi, Ye Seul;Lim, Up
    • Journal of the Korean Regional Science Association
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    • v.31 no.4
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    • pp.107-128
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    • 2015
  • Technology innovation is a competitive weapon of sustainable economic growth at the urban and regional level and the growth of firms. In this study, we empirically investigate the effects of collaborative R&D activity on product innovative outputs and process innovative outputs in manufacturing firms in Korea. We analyze the links between collaborative R&D activity and two types of innovative outputs using an alternative negative binomial regression model. The major finding is that collaborative R&D activity has significant positive effects on both product and process innovation. The results also identify a positive link between all types of innovative outputs and other R&D activities including internal R&D activity, patent activity, external technology and capital goods acquisitions. To induce corporate growth that enhances the productivity of individual firms and produces prolonged economic growth, policy makers should place greater emphasis on creating effective arrangements to promote establishing collaborative R&D strategies for manufacturing firms.

Joint bibliometric analysis of patents and scholarly publications from cross-disciplinary projects: implications for development of evaluative metrics

  • Gautam, Pitambar;Kodama, Kota;Enomoto, Kengo
    • Journal of Contemporary Eastern Asia
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    • v.13 no.1
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    • pp.19-37
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    • 2014
  • In an attempt to develop comprehensive evidence-based methods for evaluation of the R&D performance of cross-disciplinary projects, a joint bibliometric analysis of patents and publications was performed for two industry-university-government collaborative projects aimed at commercialization: Hokkaido University Research & Business Park Project (2003-2007; 63 inventors; 176 patents; 853 papers), and Matching Program for Innovations in Future Drug Discovery and Medical Care - phase I (2006-2010; 46 inventors; 235 patents; 733 papers). Besides the simple output indicators (for five years period), and citations (from the publication date to the end of 2012), science maps based on the network analysis of words and co-authorship relations were generated to identify the prominent research themes and teams. Our joint analysis of publications and patents yields objective and mutually complementing information, which provides better insights on research and commercialization performance of the large-scale projects. Hence, such analysis has potential for use in the industry-university project's performance evaluation.

Analysis of Industry-academia-research Cooperation Networks in the Field of Artificial Intelligence (인공지능 산·학·연 협력 공동연구 네트워크 분석)

  • Junghwan Lee;Seongsu Jang
    • Information Systems Review
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    • v.26 no.2
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    • pp.155-167
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    • 2024
  • This study recognized the importance of joint research in the field of artificial intelligence and analyzed the characteristics of the industry-academic-research technological cooperation ecosystem focusing on patents from the perspective of the Techno-Economic Segment (TES). To this end, economic entities such as companies, universities, and research institutes within the ecosystem were identified for 7,062 joint research projects out of 113,289 artificial intelligence patents over the past 10 years filed in IP5 countries since 2012. Next, this study identified the topics of technological cooperation and the characteristics of cooperation. As a result of the analysis, technological cooperation is increasing, and the frequency of all types of cooperation was high in industry-to-industry (40%) and industry-to-university (25.2%) relationships. Here, this study confirmed that the role of universities is being strengthened, with an increase in the ratio of companies with strengths in funding and analytical data, industry and universities with excellent research personnel (9.8%), and cooperation between universities (1.9%). In addition, as a result of identifying collaborative patent research areas of interest and collaborative relationships through topic modeling and network analysis, overall similar research interests were derived regardless of the type of cooperation, and applications such as autonomous driving, edge computing, cloud, marketing, and consumer behavior analysis were derived. It was confirmed that the scope of research was expanding, collaborating entities were becoming more diverse, and a large-scale network including Chinese-centered universities was emerging.

Compulsory Licensing as a price control and supply policy of patented drugs : Is it a possible alternative in South Korea? (특허신약의 가격통제 및 공급 정책으로서의 강제실시 : 한국에서의 가능성과 한계)

  • Byeon, Jin-Ok;Chung, Jung-Hoon
    • Health Policy and Management
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    • v.20 no.1
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    • pp.64-86
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    • 2010
  • Korea has had problems with the price and supply of essential drugs such as Gleevec for leukemia, Fuzeon for HIV/AIDS, and Tamiflu for both avian flu and swine flu. The shortage or refusal of patented drugs supply is imposing a heavy burden in not only developing countries but also developed countries. Thinking over the serious results, we need to concern about the limited access to patented drugs by multinational drug companies' patent monopoly especially for pandemic and life threatening diseases. The effective response regarding to pandemic and life threatening diseases. The effective response regarding to pandemic situation requests collaborative and unbiased provisions of all countries in the world, however, sometimes patent monopoly may hinder the efforts. Compulsory licensing has been considered to be a useful alternative to the abuse of patent rights. However, the Korean experiences of compulsory licensing have left some controversial issues in connection with the availability of it in Korea. 'Flexibility' allowed in TRIPS and Doha Declaration has not come into effect in Korea for several reasons. Although the situation shows the limitations of compulsory licensing as a pharmaceutical supply policy, it is clear that compulsory licensing still has the possibilities of enhancing the access to medicines of all countries in need. Through searching the institutionalization process and experiments of compulsory licensing in Korea, this article explores the possibilities and the limits.

Legal Theory on the Possession and Utilization of Patents in Cooperative National R&D Programs (국가공동연구개발 특허의 귀속 및 활용 법리)

  • Yoon, Chong-Min
    • Journal of Korea Technology Innovation Society
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    • v.11 no.4
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    • pp.532-562
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    • 2008
  • Recently, one of the issues to be discussed from the viewpoint of product management in National R&D Programs is about the management of intellectual property produced by joint research and development. According to existing legislative system, the main R&D institute and collaborative enterprise own the patent produced by joint R&D activities together at the rate of investment. But, there are many discussions if that is right in legal principles and in substance. Patents by Cooperative National R&D Programs are very different from common patents because of its characteristics and have scheme controlled complexly by related laws and ordinances. This paper aims to review the legal theory on the possession and utilization of patents produced by Cooperative National R&D Programs, and to try to find out the improvement of existing legislative system. For this purpose, after looking into the meaning and the legal system of Cooperative National R&D Programs, and examining the ruling theory on the possession and utilization of co-invented patent, finally research the problems and improvement of existing related legislative system.

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Enhancing Existing Products and Services Through the Discovery of Applicable Technology: Use of Patents and Trademarks (제품 및 서비스 개선을 위한 기술기회 발굴: 특허와 상표 데이터 활용)

  • Seoin Park;Jiho Lee;Seunghyun Lee;Janghyeok Yoon;Changho Son
    • Journal of Korean Society of Industrial and Systems Engineering
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    • v.46 no.4
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    • pp.1-14
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    • 2023
  • As markets and industries continue to evolve rapidly, technology opportunity discovery (TOD) has become critical to a firm's survival. From a common consensus that TOD based on a firm's capabilities is a valuable method for small and medium-sized enterprises (SMEs) and reduces the risk of failure in technology development, studies for TOD based on a firm's capabilities have been actively conducted. However, previous studies mainly focused on a firm's technological capabilities and rarely on business capabilities. Since discovered technologies can create market value when utilized in a firm's business, a firm's current business capabilities should be considered in discovering technology opportunities. In this context, this study proposes a TOD method that considers both a firm's business and technological capabilities. To this end, this study uses patent data, which represents the firm's technological capabilities, and trademark data, which represents the firm's business capabilities. The proposed method comprises four steps: 1) Constructing firm technology and business capability matrices using patent classification codes and trademark similarity group codes; 2) Transforming the capability matrices to preference matrices using the fuzzy function; 3) Identifying a target firm's candidate technology opportunities using the collaborative filtering algorithm; 4) Recommending technology opportunities using a portfolio map constructed based on technology similarity and applicability indices. A case study is conducted on a security firm to determine the validity of the proposed method. The proposed method can assist SMEs that face resource constraints in identifying technology opportunities. Further, it can be used by firms that do not possess patents since the proposed method uncovers technology opportunities based on business capabilities.

An Analysis of Industry-University-Institute R&D Collaboration and Firm Performance on SMEs (중소기업의 산학연 연구개발(R&D) 협력과 기업 성과 분석)

  • Chung, Do-Bum;Ko, Yun-Mi;Kim, Kyung-Nam
    • Journal of Technology Innovation
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    • v.20 no.1
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    • pp.115-140
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    • 2012
  • From a point of knowledge based view, IUI(Industry-University-Institute) R&D collaboration is recognized as an important way to acquire lacking technology and knowledge. In this study, we investigated firm performance of IUI R&D collaboration on national R&D project. That is, we identified whether a collaborative research really affects firm performance, and whether firm performance is differed by types of collaboration. To test our hypotheses, we selected 250 Korean SMEs(Small and Medium Enterprises) which were funded from government R&D for 2006-2009, and we verified relations between the ratio and/or types of R&D collaboration and firm performance. Firm performance was measured by number of patent applied and ROA(Return on Assets) after completion of the project (in year t+1). Findings showed that the relationship between the ratio of R&D collaboration and technological performance was inverted U-shape. Among types of R&D collaboration, though inter-industry collaborative research was negatively related to technological performance, IUI collaborative research was positively related to technological performance. However, the ratio and types of R&D collaboration had no relation to economic performance. The results of this study will contribute to the strategy of SMEs as well as the policy of a government with regard to IUI R&D collaboration.

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6G Technology Competitiveness and Network Analysis: Focusing on GaN Integrated Circuit Patent Data (6G의 기술경쟁력 및 네트워크 분석: GaN 집적회로 특허 데이터 중심)

  • Woo-Seok Choi;Jin-Yong Kim;Jung-Hwan Lee;Sang-Hyun Choi
    • Journal of Industrial Convergence
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    • v.21 no.3
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    • pp.1-15
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    • 2023
  • Expectations for wireless communication technology are rising as a base technology that promotes innovation in various industries in line with the paradigm of digital transformation in the 21st century beyond the stage of being used only for communication service itself. In this study, in order to compare 6G technological competitiveness between Korea and leading countries, technological competitiveness was confirmed through PFS, CPP, and network analysis based on GaN Integrated Circuit patent data. Korea's 6G technological competitiveness was 0.62 in PFS and 3.93 in CPP, which were 32.8% and 19.9%, respectively, compared to leading countries. In addition, as a result of network analysis, the collaboration rate in the 6G field was 7.2%, and the collaboration ecosystem was very insufficient in most countries. In contrast, it was confirmed that Korea, unlike leading countries, has established a small-scale collaboration ecosystem linked by industry and academia. Thus, it is necessary to establish a strategy for 6G communication technology at the national level so that communication technology can be advanced based on a relatively well-established collaborative ecosystem.