ERIC Number: EJ970922
Record Type: Journal
Publication Date: 2012-Oct
Pages: 11
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0959-4752
EISSN: N/A
Improving the Efficiency of Dialogue in Tutoring
Kopp, Kristopher J.; Britt, M. Anne; Millis, Keith; Graesser, Arthur C.
Learning and Instruction, v22 n5 p320-330 Oct 2012
The current studies investigated the efficient use of dialogue in intelligent tutoring systems that use natural language interaction. Such dialogues can be relatively time-consuming. This work addresses the question of how much dialogue is needed to produce significant learning gains. In Experiment 1, a full dialogue condition and a read-only control condition were compared with a mixed dialogue condition in which students engaged in full dialogue for half the problems followed by problems requiring only a limited engagement. We found that the mixed dialogue condition produced results as impressive as the full dialogue condition and took less time. Experiment 2 replicated these findings and further examined issues of time engaged in learning, quality of instruction, and learning gains. Overall, these results show that dialogue-based intelligent tutoring systems could be designed in a more efficient manner to maximize learning and minimize the cost of time-on-task. (Contains 2 tables and 1 figure.)
Descriptors: Intelligent Tutoring Systems, Natural Language Processing, Computer Mediated Communication, Synchronous Communication, Educational Experiments, Time on Task, Time Factors (Learning), Replication (Evaluation), Instructional Design, Problem Solving, Comparative Analysis, Instructional Effectiveness, Science Instruction
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Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
IES Funded: Yes

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