의미연결망 분석을 활용한 골프 산업의 특허 및 실용신안에 대한 기술 동향
Technological Trends in Golf Industry Patents and Utility Models Using Semantic Network Analysis
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This study aimed to analyze technological trends in golf industry patents and utility models using semantic network analysis. To achieve this, key keywords were extracted from the abstracts of 9,056 golf-related patents and utility models filed between 1973 and 2024, as provided by the Korea Intellectual Property Rights Information Service (KIPRIS). Through semantic network analysis, technological trends in patents were identified, leading to the following conclusions: First, keyword analysis revealed that terms such as 'invention,' 'golf,' 'information,' 'provision,' 'user,' 'device,' 'location,' 'golf ball,' 'system,' and 'use' appeared with high frequency. These results indicated that key technological trends centered on topics such as user location information systems, golf equipment and clubs, golf course turf management, and screen golf. Second, semantic network analysis showed that keywords like 'invention,' 'golf,' 'provision,' 'information,' 'device,' 'user,' 'golf ball,' 'use,' and 'location' had high centrality. This confirmed that technologies related to golf ball inventions and user location information provision systems are major trends. It was concluded that golf-related technologies are increasingly focused on information systematization. In conclusion, the technological trends in the golf industry were found to be concentrated on the systematization of information.
Abstract
This study aimed to analyze technological trends in golf industry patents and utility models using semantic network analysis. To achieve this, key keywords were extracted from the abstracts of 9,056 golf-related patents and utility models filed between 1973 and 2024, as provided by the Korea Intellectual Property Rights Information Service (KIPRIS). Through semantic network analysis, technological trends in patents were identified, leading to the following conclusions: First, keyword analysis revealed that terms such as 'invention,' 'golf,' 'information,' 'provision,' 'user,' 'device,' 'location,' 'golf ball,' 'system,' and 'use' appeared with high frequency. These results indicated that key technological trends centered on topics such as user location information systems, golf equipment and clubs, golf course turf management, and screen golf. Second, semantic network analysis showed that keywords like 'invention,' 'golf,' 'provision,' 'information,' 'device,' 'user,' 'golf ball,' 'use,' and 'location' had high centrality. This confirmed that technologies related to golf ball inventions and user location information provision systems are major trends. It was concluded that golf-related technologies are increasingly focused on information systematization. In conclusion, the technological trends in the golf industry were found to be concentrated on the systematization of information.
참고문헌 (27)
- 곽규훈, "의미연결망 분석을 이용한 골프연구 동향", 한국체육측정평가학회지, 22(2), pp.39~50 (2020)
- "특허, 시기도 중요..골프공 위치확인 특허 사례" (2019)[URL]
- 기육철, "KANO 감성추출 요소를활용한 골프퍼트 제품조형 연구", 한국콘텐츠학회논문지, 23(9), pp.95~105 (2023)
- 김선영, "골프웨어에 관한 국내 학술연구와특허, 실용신안, 디자인권 동향의 융합 분석", 한국과학예술융합학회, 41(2), pp.65~84 (2023)
- 김승현, "골프 코스 시뮬레이션을 위한 딥 러닝 기반 이미지 데이터 처리 기법", 한국컴퓨터정보학회 학술발표논문집, 31(2), pp.545~548 (2023)
- 김유진, "빅데이터를 활용한 시대별홈 트레이닝 키워드 분석", 한국체육과학회지, 30(1), pp.103~115 (2021)
- 김지환, "CNN 을 활용한 골프 스윙 속도 분석 및 샤프트추천 알고리즘 구상", 한국통신학회 학술대회논문집, pp.971~972 (2023)
- 윤지수, "사용자 체중 이동 데이터 측정을 통한 골프 스윙 자세 교정 시스템 개발", 대한전자공학회학술대회, pp.1239~1241 (2018)
- 이재윤, "공동연구 네트워크 분석을 위한 중심성 지수에 대한 비교 연구", 정보관리학회지, 31(3), pp.153~179 (2014)
- 이혜성, "스윙 교정 옷, 훅 막는티..물 만안 ‘골프 특허’", 한국경제, ~ (2021)
- 조성원, "메타버스 기반 골프 서비스에 대한 연구", 한국 HCI학회 학술대회 발표 논문집, pp.57~62 (2024)
- 지식재산전문미디어, "연습도 실전처럼, 더 ‘멀리’, 정확하게...‘골프’ 관련 특허출원급증", 지식재산전문미디어, ~ (2021)
- 최동엽, "골프 퍼팅 연습 장치 특허 분석", 특허학연구 : 한국특허학회지, 12(3), pp.42~48 (2010)
- 특허청, "가성비 높은 개성 넘치는 디자인, 일상 속 골퍼를 사로잡다!", 특허청 보도자료, ~ (2022)
- Adidas, "Parley for the Oceans: Adidas Parley Collection", Adidas website, ~
- Beneito, P., "The innovative performance of in-house and contracted R&D in terms of patents and utility models", Research Policy, 35(4), pp.502~517 (2006)[DOI]
- Callaway Golf Company, "Jailbreak Technology in Epic Drivers", Callaway Golf website, ~
- "Revolutionizing golf:How AI is transforming the sport" (2023)[URL]
- "The revolutionary golf club technology that’s changing the game" (2024)[URL]
- "GEARS: A game-changing technology for golf instruction and club fitting" (2023)[URL]
- Hou, J., "Does prior knowledge affect patent technology diffusion? A semantic-based patent citation contribution analysis", Journal of Informetrics, 17(2), pp.101393~ (2023)[DOI]
- "ClubHub: Swing analysis & shot tracking for golf" (2024)[URL]
- "Technological developments that are directly impacting the golf industry" (2023)[URL]
- "Golf Industry Statistics:Key Insights and Trends" (2023)[URL]
- "The future of golf technology:What's next?" (2023)[URL]
- "WIPO technology trends: Artificial intelligence" (2021)[URL]