Learning-by-teaching : designing teachable agents with intrinsic motivation

Teachable agent is a type of pedagogical agent which instantiates Learning-by-Teaching theory through simulating a "naive" learner in order to motivate students to teach it. This paper discusses the limitation of existing teachable agents and incorporates intrinsic motivation to the agent...

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Main Authors: Ailiya, Zhao, Guopeng, Shen, Zhiqi
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2015
Subjects:
Online Access:https://hdl.handle.net/10356/104829
http://hdl.handle.net/10220/24711
http://connection.ebscohost.com/c/articles/83234619/learning-by-teaching-designing-teachable-agents-intrinsic-motivation
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1048292019-12-06T21:40:44Z Learning-by-teaching : designing teachable agents with intrinsic motivation Ailiya Zhao, Guopeng Shen, Zhiqi School of Electrical and Electronic Engineering DRNTU::Library and information science::General::Education Teachable agent is a type of pedagogical agent which instantiates Learning-by-Teaching theory through simulating a "naive" learner in order to motivate students to teach it. This paper discusses the limitation of existing teachable agents and incorporates intrinsic motivation to the agent model to enable teachable agents with initiative behaviors in fulfilling three perspectives of educational requirements, namely Teachability, Practicability, and Affectivability. The proposed Motivated Teachable Agent is realized by a goal-oriented approach, and through executing the goal hierarchy, the teachable agent can follow its intrinsic motivation to initiatively interact with students and arouse their learning interest. A use case study illustrates the effectiveness of this approach. 2015-01-22T01:49:32Z 2019-12-06T21:40:44Z 2015-01-22T01:49:32Z 2019-12-06T21:40:44Z 2012 2012 Journal Article Zhao, G., Ailiya, & Shen, Z. (2012). Learning-by-teaching : designing teachable agents with intrinsic motivation. Educational technology and society, 15(4), 62-74. https://hdl.handle.net/10356/104829 http://hdl.handle.net/10220/24711 http://connection.ebscohost.com/c/articles/83234619/learning-by-teaching-designing-teachable-agents-intrinsic-motivation en Educational technology and society © 2012 International Forum of Educational Technology & Society (IFETS).
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Library and information science::General::Education
spellingShingle DRNTU::Library and information science::General::Education
Ailiya
Zhao, Guopeng
Shen, Zhiqi
Learning-by-teaching : designing teachable agents with intrinsic motivation
description Teachable agent is a type of pedagogical agent which instantiates Learning-by-Teaching theory through simulating a "naive" learner in order to motivate students to teach it. This paper discusses the limitation of existing teachable agents and incorporates intrinsic motivation to the agent model to enable teachable agents with initiative behaviors in fulfilling three perspectives of educational requirements, namely Teachability, Practicability, and Affectivability. The proposed Motivated Teachable Agent is realized by a goal-oriented approach, and through executing the goal hierarchy, the teachable agent can follow its intrinsic motivation to initiatively interact with students and arouse their learning interest. A use case study illustrates the effectiveness of this approach.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Ailiya
Zhao, Guopeng
Shen, Zhiqi
format Article
author Ailiya
Zhao, Guopeng
Shen, Zhiqi
author_sort Ailiya
title Learning-by-teaching : designing teachable agents with intrinsic motivation
title_short Learning-by-teaching : designing teachable agents with intrinsic motivation
title_full Learning-by-teaching : designing teachable agents with intrinsic motivation
title_fullStr Learning-by-teaching : designing teachable agents with intrinsic motivation
title_full_unstemmed Learning-by-teaching : designing teachable agents with intrinsic motivation
title_sort learning-by-teaching : designing teachable agents with intrinsic motivation
publishDate 2015
url https://hdl.handle.net/10356/104829
http://hdl.handle.net/10220/24711
http://connection.ebscohost.com/c/articles/83234619/learning-by-teaching-designing-teachable-agents-intrinsic-motivation
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