A5084358526- Economic and Technological Innovation
- Innovation Diffusion and Forecasting
- Innovation and Knowledge Management
- Complex Systems and Time Series Analysis
- Diverse Approaches in Healthcare and Education Studies
- Psychology of Moral and Emotional Judgment
- Nutrition, Genetics, and Disease
- Evolutionary Algorithms and Applications
- Product Development and Customization
- Ethics in Business and Education
- Design Education and Practice
- Ethics and Social Impacts of AI
- Global Energy and Sustainability Research
- Regional resilience and development
- Diverse Topics in Contemporary Research
- Economic Growth and Productivity
- Science, Research, and Medicine
- Business Strategy and Innovation
- Technology and Data Analysis
- Sensory Analysis and Statistical Methods
- Biotechnology and Related Fields
Seoul National University
2022-2024
National University College
2024
Current technological revolutions, involving artificial intelligence, mRNA vaccines, and quantum computing, are largely driven by industry. Despite the existing perception that commercial motives promote cutting-edge innovation, concerns may arise about their risk of limiting scientific exploration from diverse perspectives, which nurtures long-term innovative potential. Here, we investigate interplay between industrial influence analyzing 20 million papers US, Chinese, European patents in...
Product evolution is an emerging research field with increasing academic and practical interest. Although there have been several qualitative quantitative studies on product evolution, a consensus operational definitions generalized methodology for analyzing has not reached. Therefore, of gene, taxon, ancestor–descendant relationship are presented in this article. Based the definitions, unique phylogenetic tree introduced considering differences biology products. The can be applied to any...
This study attempted to construct a finance AI technology phylogenetic tree that represents the evolutionary pattern of and quantitatively measures level ethical attributes in tree's technological topics. Based on tree, it was confirmed field is evolving direction three research topics 2021: deep learning, machine decision-making technology. Through NLP methodology, we proposed model measure extent which fairness, human right normality, transparency accountability, privacy security,...
Innovation refers to the identification of new combinations. The importance combinatorial innovation in product has been consistently emphasized, and functional modules that constitute a equally emphasized. However, previous definitions were qualitative posteriori. If can be defined operationally derived quantitatively based on data, then process predicted scientifically proactively. This study provides foundation for operationalization modules. First, relationships among products, technical...
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Abstract This study investigates the dynamics of diversity within photovoltaic technology by considering spatial information technological change. We introduce a phylogenetic tree methodology using an evolutionary perspective for validation at level genes and functional modules. Our findings show that fully describes industrial histories photovoltaics. Furthermore, results imply is necessary mechanism to operate integration correct direction pursue.
This study proposes an effective method to predict technology development from evolutionary perspective. Product evolution is the result of technological and market selection. A phylogenetic network main product evolution. The formation dominant design determines trajectory development. How future has become a key issue in forecasting new We define use machine learning methods, combined with theory, construct Fully Connected Phylogenetic Network dataset effectively design.
과학기술 부문별 많은 중장기계획이 수립되고 있으나, 그 실효성은 매우 낮다는 평이 다수이다. 이러한 배경 하, 본 연구에서는 텍스트 네트워크 분석과 포커스 그룹 인터뷰 등 방법론을 결합함으로써, 우리나라 부문 중장기계획수립 및 집행체계 상 정책문제를 체계적으로 도출하고자 한다. 분석결과, 낮은 자율성에 따른 미래 환경변화 적응관리한계, 정권별 키워드 단절 현상 심화, 부처 간 조정 한계에 정합성 약화, 증거기반 정책과정 제약에 타당성 제한, 백화점식 정책추진에 실효성 저하 주요 정책 문제를 도출할 수 있었다. 이를 바탕으로, 급변하는 환경변화에 대한 적응력을 확보하고 중장기전략 수립·집행의 제고를 위한 정책혁신과제를 연구는 정량분석과 정성적 연구를 상호결합하여, 통합적 관점에서 중장기계획의 제도적 경로의존성을 고찰하고, 정책과제를 제안한다는 점에서 학술적, 정책적 의의가 있다고 볼 있다. 연구의 시사점은 미래지향적 정책과정에 환류됨으로써, 새로운 설계와 실현을 뒷받침하는 데...