Quantifying interdisciplinary synergy in higher STEM education
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초록

We propose a framework to quantify and utilize interdisciplinarity in science and engineering curricula at the university-level higher education. We analyze interdisciplinary relations by standardizing large-scale official educational data in Korea using a cutting-edge large language model and constructing knowledge maps for disciplines of scientific education. We design and evaluate single-field and integrated dual-field curricula by adapting pedagogical theory and utilizing information theory-based metrics. We develop standard curricula for individual disciplines and integrated curricula combining two fields, with their interdisciplinarity quantified by the curriculum synergy score. The results indicate higher interdisciplinarity for combinations within or across closely related fields, especially in engineering fields. Based on the analysis, engineering fields constitute the core structure of our design for curriculum interdisciplinarity, while basic natural science fields are located at peripheral stems to provide fundamental concepts.

키워드

InterdisciplinarityCurriculum DesignHigher EducationSTEM
제목
Quantifying interdisciplinary synergy in higher STEM education
저자
Gim, GahyounYun, JinhyukLee, Sang Hoon
DOI
10.1140/epjds/s13688-025-00566-6
발행일
2025-07
유형
Article
저널명
EPJ Data Science
14
1