Word2vec 기반의 기술융합기회 발굴 연구: 웨어러블 기술사례를 중심으로
Identifying Technology Convergence Opportunities Based on Word2Vec: The Case of Wearable Technology
Citations

WEB OF SCIENCE

0
Citations

SCOPUS

0

초록

As technology convergence is recognized as a driver of innovation, the identification of technology convergence opportunities is critical to expanding a firm's technology portfolio. Recently, wearable technology has emerged as an important factor in creating new business opportunities and providing technology investment alternatives for firms in the era of Industry 4.0. Against this background, this study provides a new patent analysis framework for identifying and proposing technology convergence opportunities in the wearable field. Using 8,621 patents filed between 2011 and 2021, a case study was conducted to identify technological convergence opportunities by applying Word2Vec algorithm. The analysis framework can be divided into four stages, with the final stage recommending potential technology convergence opportunities for a specific candidate firm's technology area by calculating similarities between technology codes. This study aims to better understand the current status of wearable technology development as well as to propose a new methodology for capturing technology convergence opportunities in the wearable industry. The case study result suggests that the convergence of healthcare and ICT may provide new development opportunities. Furthermore, the results are expected to provide alternative perspectives on the development of new markets and technologies using wearable technology and can support the strategic decision-making on future technology planning in the wearable field.

키워드

Technology convergenceWord2VecPatent analysisWearablesCPCTechnology intelligence
제목
Word2vec 기반의 기술융합기회 발굴 연구: 웨어러블 기술사례를 중심으로
제목 (타언어)
Identifying Technology Convergence Opportunities Based on Word2Vec: The Case of Wearable Technology
저자
박진우송지훈
발행일
2023-10
저널명
한국산업융합학회논문집
26
5
페이지
833 ~ 844