Developing a methodology of structuring and layering technological information in patent documents through natural language processing

T Roh, Y Jeong, B Yoon - Sustainability, 2017 - mdpi.com
Since patents contain various types of objective technological information, they are used to
identify the characteristics of technology fields. Text mining in patent analysis is employed in …

User needs-based technology opportunities in heterogeneous fields using opinion mining and patent analysis

H Jang, T Roh, B Yoon - Journal of Korean Institute of Industrial …, 2017 - koreascience.kr
In a digital economy, users actively express their needs in many ways. Thus, many
researchers analyze what users need and whether they are satisfied or not through opinion …

Development of an Embedding Framework for Clustering Scientific Papers

S Kim, S Lee, B Yoon - IEEE Access, 2022 - ieeexplore.ieee.org
In this era, research and development are becoming a continuous and accelerating process
because technology changes rapidly with a short lifecycle. As a result, various …

Technology Clustering Using Textual Information of Reference Titles in Scientific Paper

I Park, S Kim, B Yoon - 한국산업경영시스템학회지, 2020 - db.koreascholar.com
Data on patent and scientific paper is considered as a useful information source for
analyzing technological information and has been widely utilized. Technology big data is …

[PDF][PDF] 오피니언마이닝및특허분석을통한사용자니즈기반이종영역기술기회탐색

장혜진, 노태연, 윤병운 - 대한산업공학회지, 2017 - nanon.kr
In a digital economy, users actively express their needs in many ways. Thus, many
researchers analyze what users need and whether they are satisfied or not through opinion …