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Effects of Students Using Different Learning Approaches for Learning Computational Thinking and AI Applications
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Ting-Chia Hsu; Mu-Sheng Chen – Education and Information Technologies, 2025
This study aimed to compare the effectiveness of the experiential learning cycle (ELC) and self-regulated learning (SRL), both implemented through a game-based approach (AI 2 Robot City board game), in fostering computational thinking (CT) and understanding of artificial intelligence (AI) applications in university level. The sample consisted of…
Descriptors: College Freshmen, Artificial Intelligence, Logical Thinking, Teaching Methods
A Phenomenographic Analysis of College Students' Conceptions of and Approaches to Programming Learning: Insights from a Comparison of Computer Science and Non-Computer Science Contexts
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Chou, Te-Lien; Tang, Kai-Yu; Tsai, Chin-Chung – Journal of Educational Computing Research, 2021
Programming learning has become an essential literacy for computer science (CS) and non-CS students in the digital age. Researchers have addressed that students' conceptions of learning influence their approaches to learning, and thus impact their learning outcomes. Therefore, we aimed to uncover students' conceptions of programming learning…
Descriptors: Foreign Countries, College Students, Student Attitudes, Computer Attitudes