测量教学工作者的认知和情感反对学生学业成绩的影响
Marta Arguedas1,2, Thanasis Daradoumis1,3, Santi Caballé1
1IN3-Department of Computer Science, Multimedia and Telecommunications, Open University of Catalonia, Barcelona, Spain.
Frontiers in artificial intelligence
|January 1, 2025
概括
一个虚拟的情感教学导师 (APT) 比人类老师提高了学生的学习成果,特别是通过认知反. 情感反显示出不同的结果,表明需要进一步的研究和改进.
科学领域:
- 教育技术的教育技术
- 人与计算机的交互
- 认知科学 认知科学
背景情况:
- 教育中教学人员的有效性仍在争论中,特别是在反机制方面.
- 虚拟代理提供了个性化的学习体验的潜力.
研究的目的:
- 将虚拟代理与人类教师之间的认知和情感反的有效性进行比较.
- 评估在协作学习环境中对学生学业成绩的影响.
主要方法:
- 一项涉及115名学生参加网页设计课程的研究.
- 对照组 (人类教师反) 和实验组 (虚拟情感教学导师 - APT反) 之间的学习成果的比较.
主要成果:
- 与人类教师反相比,APT认知反显著提高了学生的学习成果.
- APT的情感反带来了部分成功的结果,需要进一步调查.
结论:
- 虚拟代理,特别是APT,在通过认知反增强学习方面表现有前途.
- 需要进一步的研究来优化情感反,并探索跨学科和随时间推移的概括性.
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