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Teaching thermodynamics with augmented interaction and learning analytics

delete2023-04-01
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OA
AI
邢婉丽 cover
邢婉丽 (Wanli Xing) *
X
Xudong Huang
C
Chenglu Li
C
Charles Xie
DOI:10.1016/j.compedu.2023.104726delete
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Abstract

Abstract

En 中文
Learning thermodynamics concepts remains challenging to students through grades K-12. In this study, we presented a design-based research program that aims to design and examine an inno-vative application, Infrared Explorer, that organically integrates physical experiments with a virtual environment. Relying on the theory of concreteness fading, we use infrared imaging and multimodal analytics to augment students' interaction with physical materials. Through two it-erations of design and testing, we analyzed a variety of data sources and found that students actively used the application during their physical experimentation process. This technological application can allow students to highlight salient information and remove confusing details such that students' conceptual understanding of thermal concepts can develop further. Through this iterative development process, we also synthesized factors (e.g., multitasking and cognitive load) to consider when designing and implementing technologies to blend physical and virtual envi-ronments supporting learning. This research showed the promise of using concreteness fading to design science learning experiences through innovative technologies and identified important factors to consider during the design and implementation phases.
Keywords:
Thermodynamics learning
Infrared imaging
Image processing
Concreteness fading
Science education

Journal

C
Computers and Education
IF:
10.5
Papers:
5.0K
Citations:
2.9W

Organization

U
University of Florida
Scholars:
4.0W
Papers: 3.1W
Citations: 6.6W
State University System of Florida cover
State University System of Florida
Scholars:
12.7W
Papers: 10.9W
Citations: 130