学生对人工智能编码助手在学习中的看法
Student Perceptions of AI Coding Assistants in Learning

原始链接: https://arxiv.org/abs/2507.22900

本研究探讨了初学编程的学生如何看待AI编码助手——“课堂上的新同学”。研究人员让20名学生先在AI辅助下完成一个编程任务,然后不使用AI完成任务的扩展,并收集了定量和定性的反馈。 研究结果表明,学生最初认为AI工具有助于理解概念和建立信心。然而,当他们需要独立工作时,却遇到了困难,这表明他们可能过度依赖AI,并且缺乏扎实的基础知识。 这项研究强调了调整教学方法的需求。教育者不应仅仅将AI作为捷径,而应专注于以增强核心编程技能和确保真正学习的方式来整合这些工具,防止学生过度依赖并阻碍他们的长期发展。

黑客新闻 新 | 过去 | 评论 | 提问 | 展示 | 招聘 | 提交 登录 学生对AI编程助手在学习中的认知 (arxiv.org) 10 分,由 victorbuilds 1小时前发布 | 隐藏 | 过去 | 收藏 | 3 条评论 bgwalter 16 分钟前 [–] 值得注意的是,许多出版物试图挽救“AI”(“需要新的教学方法来有效整合AI”)而不是完全放弃“AI”。2023年之前世界运转得很好,没有必要外包信息检索或思考。回复 Wowfunhappy 7 分钟前 | 父评论 | 下一个 [–] 1982年之前世界运转得很好,不需要互联网。(……我实际上有点认同这个观点。)回复 rezz 4 分钟前 | 父评论 | 上一个 [–] 为什么不继续追溯?我们可以在计算器出现之前进行长除法,在打字机出现之前手写。回复 指南 | 常见问题 | 列表 | API | 安全 | 法律 | 申请YC | 联系方式 搜索:
相关文章

原文

View a PDF of the paper titled New Kid in the Classroom: Exploring Student Perceptions of AI Coding Assistants, by Sergio Rojas-Galeano

View PDF HTML (experimental)
Abstract:The arrival of AI coding assistants in educational settings presents a paradigm shift, introducing a "new kid in the classroom" for both students and instructors. Thus, understanding the perceptions of these key actors about this new dynamic is critical. This exploratory study contributes to this area by investigating how these tools are shaping the experiences of novice programmers in an introductory programming course. Through a two-part exam, we investigated student perceptions by first providing access to AI support for a programming task and then requiring an extension of the solution without it. We collected Likert-scale and open-ended responses from 20 students to understand their perceptions on the challenges they faced. Our findings reveal that students perceived AI tools as helpful for grasping code concepts and boosting their confidence during the initial development phase. However, a noticeable difficulty emerged when students were asked to work unaided, pointing to potential overreliance and gaps in foundational knowledge transfer. These insights highlight a critical need for new pedagogical approaches that integrate AI effectively while effectively enhancing core programming skills, rather than impersonating them.
From: Sergio Rojas-Galeano [view email]
[v1] Thu, 26 Jun 2025 05:59:23 UTC (1,224 KB)
[v2] Tue, 26 Aug 2025 03:23:41 UTC (1,223 KB)
[v3] Wed, 10 Sep 2025 18:10:35 UTC (1,223 KB)
[v4] Tue, 16 Sep 2025 15:09:44 UTC (1,222 KB)
联系我们 contact @ memedata.com