Learning by teaching: A new agent paradigm for educational software

被引:207
作者
Biswas, G
Leelawong, K
Schwartz, D
Vye, N
机构
[1] Vanderbilt Univ, Dept EECS, Nashville, TN 37235 USA
[2] Vanderbilt Univ, ISIS, Nashville, TN 37235 USA
[3] Stanford Univ, Sch Educ, Stanford, CA 94305 USA
[4] Vanderbilt Univ, Peabody Sch Educ, Nashville, TN USA
基金
美国国家科学基金会;
关键词
D O I
10.1080/08839510590910200
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper discusses Betty's Brain, a teachable agent in the domain of river ecosystems that combines learning by teaching with self-regulation mentoring to promote deep learning and understanding. Two studies demonstrate the effectiveness of this system. The first study focused on components that define student-teacher interactions in the learning by teaching task. The second study examined the value of adding meta-cognitive strategies that governed Betty's behavior and self-regulation hints provided by a mentor agent. The study compared three versions: a system where the student was tutored by a pedagogical agent, a learning by teaching system, where students taught a baseline version of Betty, and received tutoring help from the mentor, and a learning by teaching system, where Betty was enhanced to include self-regulation strategies, and the mentor provided help on domain material on how to become better learners and better teachers. Results indicate that the addition of the self-regulated Betty and the self-regulation mentor better prepared students to learn new concepts later, even when they no longer had access to the SRL environment.
引用
收藏
页码:363 / 392
页数:30
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