Accodemy：AI驱动的代码学习平台，帮助初学程序员克服编程恐惧
人机交互
2025-03-24 v1 人工智能
软件工程
摘要
计算机编程代表着21世纪中快速发展且需求旺盛的职业路径。然而，初学者可能因多种原因感到对流程感到恐惧，如职业机会有限且高度竞争、同伴和父母对学业成功的压力以及课程难度。这些因素常常导致焦虑并最终导致退学。此外，研究表明，初学者因恐惧失败而显著被阻碍，这导致编程焦虑和对复杂主题的无所适从的感觉，最终导致退学。本项目通过识别并利用有效且个性化的学习策略，超越传统代码学习平台的范围。 proposed solution incorporates features such as AI-generated challenging questions, mindfulness quotes, and tips to motivate users, along with an AI chatbot that functions as a motivational aid. In addition, the suggested solution integrates personalized roadmaps and gamification elements to maintain user engagement. The project aims to systematically monitor the progress of novice programmers and enhance their knowledge of coding with a personalized, revised curriculum to help mitigate the fear of coding and boost confidence.
引用
@article{arxiv.2503.16486,
title = {Accodemy: AI Powered Code Learning Platform to Assist Novice Programmers in Overcoming the Fear of Coding},
author = {M. A. F. Aamina and V. Kavishcan and W. M. P. B. B. Jayaratne and K. K. D. S. N. Kannangara and A. A. Aamil and Achini Adikari},
journal= {arXiv preprint arXiv:2503.16486},
year = {2025}
}