人工智能(AI)基础课程对学生理解人工智能领域的概念、素养和能力的影响

IF 2 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Computer Applications in Engineering Education Pub Date : 2024-11-11 DOI:10.1002/cae.22806
Yan Hua Chen, Kai Zhang
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引用次数: 0

摘要

随着信息技术和信息处理方法的发展,在人工智能(AI)领域提供高质量的教育非常重要。本研究旨在调查人工智能教育课程对高等院校学生在人工智能领域的概念理解、素养和能力的影响。实验涉及河海大学的 125 名学生。通过参加培训课程,学生们提高了对人工智能概念的理解(平均分从 6.33 分提高到 9.69 分)、素养(从 2.94 分提高到 3.99 分)和能力(从 3.90 分提高到 4.04 分)。结果数据从统计学角度证实了所开发课程在提高人工智能领域信心方面的有效性。该培训模块可用于提高从事各种职业的学生在人工智能领域的信心,因为如今信息能力非常重要,它能提高毕业生的就业成功率。在进一步研究方面,本研究令人鼓舞的结果为在不同的参与者群体中推广本培训计划提供了机会。为了证实所开发课程的有效性,可以在学校和其他教育机构的学生中开展这一课程,必要时还可以将其简化为更基础的课程。
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Impact of basic artificial intelligence (AI) course on understanding concepts, literacy, and empowerment in the field of AI among students

With the development of information technologies and information processing methods, it is important to provide high-quality education in the field of artificial intelligence (AI). The study aims to investigate the impact of an educational course on AI on the comprehension of concepts, literacy, and empowerment in the field of AI among students of higher educational institutions. The experiment involved 125 students from Hohai University in China. As a result of taking the training course, students were able to improve their understanding of concepts (increasing their average score from 6.33 to 9.69), literacy (from 2.94 to 3.99), and empowerment (from 3.90 to 4.04) in AI. The resulting data statistically confirmed the effectiveness of the developed course for improving confidence in the field of AI. The training module can be applied to improve confidence in the field of AI for students in various careers, as information competence is important these days and increases the success of graduates in employment. When it comes to further research, the encouraging results of this study suggest opportunities for promoting this training program among a diverse group of participants. To confirm the effectiveness of the developed course, it can be conducted among students in schools and other educational institutions, reducing it to even more basic if necessary.

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来源期刊
Computer Applications in Engineering Education
Computer Applications in Engineering Education 工程技术-工程:综合
CiteScore
7.20
自引率
10.30%
发文量
100
审稿时长
6-12 weeks
期刊介绍: Computer Applications in Engineering Education provides a forum for publishing peer-reviewed timely information on the innovative uses of computers, Internet, and software tools in engineering education. Besides new courses and software tools, the CAE journal covers areas that support the integration of technology-based modules in the engineering curriculum and promotes discussion of the assessment and dissemination issues associated with these new implementation methods.
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