AI-Assisted Personalized Learning System for Teaching Chassis Principles

被引：0
|
作者：
Liao, Chin-Wen [1 ,2 ,3 ]
Lin, En-Shiuh [1 ]
Chen, Bo-Siang [1 ,4 ]
Wang, Cheng-Chia [1 ,5 ]
Wang, I-Chi [6 ]
Ho, Wei-Sho [1 ,3 ,7 ,8 ]
Ko, Yu-Yuan [1 ,9 ,10 ]
Chu, Tzu-Hsin [1 ,11 ]
Chang, Kuang-Min [4 ,12 ]
Luo, Wen-Jun [1 ,12 ,13 ]
机构：
[1] Department of Industrial Education and Technology, National Changhua University of Education, Bao-Shan Campus, No.2, Shi-Da Road, Changhua City,500208, Taiwan
[2] Center of Teacher Education, National Chung Hsing University, No. 145, Xingda Rd., South Dist., Taichung City,402202, Taiwan
[3] Graduate Institute of Technological and Vocational Education, National Changhua University of Education, Bao-Shan Campus, No.2, Shi-Da Rd, Changhua City,500208, Taiwan
[4] Department of Vehicle Engineering, Nan Kai University of Technology, No. 568, Zhongzheng Rd., Caotun Township, Nantou City,542020, Taiwan
[5] Department of Fine Arts, Taichung Municipal Dongshih Industrial High School, No. 1328, Sec. 6, Dongguan Rd., Dongshi Dist., Taichung City,423311, Taiwan
[6] Liberal Education Center, College of General Education, National Chin-Yi University of Technology, No. 57, Sec. 2, Zhongshan Rd., Taiping Dist., Taichung City,411030, Taiwan
[7] NCUE Alumni Association, National Changhua University of Education, Jin-De Campus, No. 1, Jinde Rd., Changhua City,500207, Taiwan
[8] Department of Electrical and Mechanical Technology, National Changhua University of Education, Bao-Shan Campus, No.2, Shi-Da Rd, Changhua City,500208, Taiwan
[9] Sheng Huo Auto Parts Co., Ltd., No. 516, Sec. 2, Zhongshan Rd., Huatan Township, Changhua City,503006, Taiwan
[10] Chinese Automotive Repair Service Association, No. 516, Sec. 2, Zhongshan Rd., Huatan Township, Changhua City,503006, Taiwan
[11] Jian Jing Enterprise Co., Ltd, No. 6, Ln. 233, Chang’an Rd., Taiping Dist., Taichung City,411028, Taiwan
[12] Graduate Institute of Vehicle Engineering, National Changhua University of Education, Bao-Shan Campus, No.2, Shi-Da Road, Changhua City,500208, Taiwan
[13] Department of Mechanical Engineering Advanced Vehicle Group, Chienkuo Technology University, No.1, Jieshou N. Rd., Changhua County, Changhua City,500020, Taiwan
来源：
International Journal of Engineering Education | 2025年 / 41卷 / 02期
关键词：
Automobile steering equipment - Automobile suspensions - Curricula - Engineering education - Teaching;
D O I：
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中图分类号：
学科分类号：
摘要：
This study develops a generative AI-assisted personalized learning system for the Principles of Chassis course in Taiwan’s Vocational High Schools’ Dept. of Auto Mechanics. Using large language models, it provides adaptive content on transmission, suspension, steering, wheel, and braking systems. The research documents the design process, focusing on knowledge transformation, personalized content generation, and abstract concept instruction. The system underwent rigorous validation by eight subject matter experts, comprising three automotive engineering professors, two vocational education specialists, two AI/educational technology experts, and one industry expert with extensive practical experience. Implementation testing involved 35 students and two experienced teachers, with expert evaluations showing the system’s effectiveness in personalized learning, especially for complex chassis concepts, receiving positive feedback from users. The study contributes to teaching innovation in automotive education and offers insights for similar systems in other courses. Future research will explore broader applications in Taiwan’s vocational education. © 2025 TEMPUS Publications.
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页码：548 / 560
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