An Autonomous Multi-Agent Solution for Adaptive Education
Sun, S. and Joy, M.S. (2005) An Autonomous Multi-Agent Solution for Adaptive Education. In: IASTED International Conference on Artificial Intelligence and Applications (AIA 2005), 14-16 Feb 2005, Innsbruck, Austria.
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Abstract
Adaptive learning and teaching strategies are increasingly
demanded in order to improve the efficiency and effectiveness of the education process, but few adaptive
tutoring systems exist which satisfy individual students’
requirements. We have developed a novel use of agent
technology using autonomous agents to address the key functions of intelligent tutoring systems, which uses
learning style schemes to adapt to students individual
needs, and which supports the use of learning objects. The
incorporation of agents and learning objects is based on
learning style – a pedagogic foundation for adaptivity,
and this is one of the contributions of the research.
Several case studies have been applied to the system, and
a prototype of the agent is implemented.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | ias edtech educational technology autonomous agents agent pedagogic architecture |
| Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science Q Science > QA Mathematics > QA76 Computer software |
| Divisions: | Faculty of Science > Computer Science |
| Depositing User: | Dr Mike Joy |
| Date Deposited: | 06 Nov 2010 15:56 |
| Last Modified: | 26 Jul 2011 12:16 |
| URI: | http://eprints.dcs.warwick.ac.uk/id/eprint/296 |
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