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Authors: Egons Lavendelis and Janis Grundspenkis

Affiliation: Riga Technical University, Latvia

ISBN: 978-989-674-022-1

Keyword(s): Intelligent tutoring systems, Multi-agent systems, Holonic agents.

Related Ontology Subjects/Areas/Topics: Agent Models and Architectures ; Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Industrial Applications of AI ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Multi-Agent Systems ; Soft Computing ; Software Engineering ; Symbolic Systems

Abstract: During the last decades many Intelligent Tutoring Systems (ITS) are developed to add adaptivity and intelligence to the e-learning systems. Intelligent agents and multi-agent systems are widely used to implement intelligent mechanisms for ITSs due to their characteristics. The paper presents an agent based ITS for the course “Fundamentals of Artificial Intelligence” named MIPITS. The MIPITS system is based on the holonic multi-agent architecture for ITS development. The system offers learning materials, provides practical problems and gives feedback to the learner about his/her solution evaluating his/her knowledge. The goal of the system is to realize individualized practical problem solving, which is not possible in the classroom due to the large number of students in the course. Thus, the main focus of the system is on problem solving. The system offers three types of problems: tests, state space search problems and two-player games algorithm problems. The MIPITS system is open: ne w types of problems can be added just by including appropriate agents in the system. The problems are adapted to the learner’s knowledge level and preferences about difficulty, size and practicality of problems. (More)

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Paper citation in several formats:
Lavendelis E. and Grundspenkis J. (2010). MIPITS - An Agent based Intelligent Tutoring System.In Proceedings of the 2nd International Conference on Agents and Artificial IntelligenceISBN 978-989-674-022-1, pages 5-13. DOI: 10.5220/0002707200050013

author={Egons Lavendelis and Janis Grundspenkis},
title={MIPITS - An Agent based Intelligent Tutoring System},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence},


JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence
TI - MIPITS - An Agent based Intelligent Tutoring System
SN - 978-989-674-022-1
AU - Lavendelis E.
AU - Grundspenkis J.
PY - 2010
SP - 5
EP - 13
DO - 10.5220/0002707200050013

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