Developing argumentation processing agents for computer-supported collaborative learning

被引:16
|
作者
Huang, Chenn-Jung [1 ]
Chen, Hong-Xin [1 ]
Chen, Chun-Hua [1 ]
机构
[1] Natl Hualien Univ Educ, Inst Learning Technol, Coll Sci, Hualien 970, Taiwan
关键词
Argumentation; Conversation analysis; Text mining; Exception maximum (EM); Assessment; e-Learning; Learning style; SOCIOSCIENTIFIC ISSUES; CLASSIFICATION; ELECTRICITY; CLASSROOM;
D O I
10.1016/j.eswa.2008.01.036
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this study, ail intelligent argumentation processing agent for computer-supported cooperative learning is proposed. Learners are first assigned to heterogeneous groups based oil their learning styles questionnaire given right before the beginning of learning activities oil the c-learning platform. The proposed argumentation processing agent then scrutinizes each learner's learning portfolio on c-learning platform and automatically issues feedback messages in case devious argument or abnormal behavior that is unfitted to the learners' learning style is detected. The Moodle (http://moodle.org), ail open source software e-learning platform, is used to establish the cooperative learning environment for this study. The experimental results revealed that the learners benefited by the argumentation activity with the assistance of the proposed learning style aware argumentation processing agent. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2615 / 2624
页数:10
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