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ERIC Number: EJ877987
Record Type: Journal
Publication Date: 2010-Aug
Pages: 7
Abstractor: As Provided
Reference Count: 0
ISSN: ISSN-0360-1315
Agent Based Affective Tutoring Systems: A Pilot Study
Mao, Xia; Li, Zheng
Computers & Education, v55 n1 p202-208 Aug 2010
An important trend in the development of Intelligent tutoring systems (ITSs) has been that providing the student with a more personalized and friendly environment for learning. Many researchers now feel strongly that the ITSs would significantly improve performance if they could adapt to the affective state of the learner. This idea has spawned the developing field of affective tutoring systems (ATSs): ATSs are ITSs that are able to adapt to the affective state of students. However, ATSs are not widely employed in the tutoring system market. In this paper, a survey was conducted to investigate the critical factors affecting learner's satisfaction in ATSs based on an ATS developed by us. The results revealed that learner's attitude toward affective computing, agent tutor's expressiveness, emotion recognition accuracy, number of emotions recognized by agent tutor, pedagogical action and easy of the use of the system have significant influence on learner's satisfaction. The results indicate institutions how to further strengthen the ATSs' implementation. (Contains 4 tables and 2 figures.)
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Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A