Abstract
Many Intelligent Tutoring Systems (ITS) have been developed to add adaptivity and intelligence to e-learning systems. Intelligent agents are widely used in ITSs due to their characteristics such as modularity and facilitation of intelligent mechanism implementation. At the same time development of agent based ITS is complicated and methodological support is needed to enable industrial adoption of agent based ITSs. The paper describes a specific agent based ITS development methodology, named MASITS, and MIPITS system developed with the methodology. The system is created for the course “Fundamentals of Artificial Intelligence”. It offers learning materials, provides practical problems and gives feedback to the learner about his/her solution evaluating his/her knowledge. The main focus of the system is on problem solving. The problems are adapted to the learner’s knowledge level and preferences about difficulty, size and practicality of problems. The system offers three types of problems: tests, state space search problems and two person games algorithm problems.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Brusilovsky, P., Peylo, C.: Adaptive and intelligent Web-based educational systems. International Journal of Artificial Intelligence in Education 13(2-4), 159–172 (2003)
Carbonell, J.R.: AI in CAI: An Artificial Intelligence Approach to Computer-Assisted Instruction. IEEE Transactions on Man-Machine Systems 11(4), 190–202 (1970)
Devedzic, V., Debenham, J., Popovic, D.: Teaching Formal Languages by an Intelligent Tutoring System. Educational Technology & Society 3(2), 36–49 (2000)
Capuano, N., De Santo, M., Marsella, M., Molinara, M., Salerno, S.: A Multi-Agent Architecture for Intelligent Tutoring. In: Proceedings of the International Conference on Advances in Infrastructure for Electronic Business, Science, and Education on the Internet (SSGRR 2000), Rome, Italy (2000)
Crowley, R.S., Medvedeva, O.: An Intelligent Tutoring System for Visual Classification Problem Solving. Artificial Intelligence in Medicine 36(1), 85–117 (2005)
Hospers, M., Kroezen, E., Nijholt, A., op den Akker, R., Heylen, D.: An Agent-based Intelligent Tutoring System for Nurse Education. In: Nealon, J., Moreno, A. (eds.) Applications of Intelligent Agents in Health Care, pp. 141–157. Birkhauser Publishing Ltd., Basel (2003)
Grundspenkis, J., Anohina, A.: Agents in Intelligent Tutoring Systems: State of the Art. In: Scientific Proceedings of Riga Technical University Computer Science. Applied Computer Systems. 5th series, vol. 22, pp. 110–121 (2005)
Gascuena, J.M., Fernández-Caballero, A.: An Agent-based Intelligent Tutoring System for Enhancing E-learning/E-teaching. International Journal of Instructional Technology and Distance Learning 2(11), 11–24 (2005)
Lavendelis, E., Grundspenkis, J.: MASITS – A Multi-Agent Based Intelligent Tutoring System Development Methodology. In: Proceedings of IADIS International Conference Intelligent Systems and Agents 2009, Algarve, Portugal, June 21-23, pp. 116–124 (2009)
Henderson-Sellers, B., Giorgini, P.: Agent-Oriented Methodologies, p. 414. Idea Group Publishing, London (2005)
Zambonelli, F., Jennings, N.R., Wooldridge, M.: Multi-Agent Systems as Computational Organisations: The Gaia Methodology. In: Agent-Oriented Methodologies, pp. 136–171. Idea Group Publishing, London (2005)
Winikoff, M., Padgham, L.: The Prometheus Methodology. In: Methodologies and Software Engineering for Agent Systems. The Agent-Oriented Software Engineering Handbook, pp. 217–236 (2004)
DeLoach, S.: Analysis and Design Using MaSE and agentTool. In: Proceedings of the 12th Midwest Artificial Intelligence and Cognitive Science Conference, Oxford OH, March 31 - April 1, pp. 1–7 (2001)
Lavendelis, E., Grundspenkis, J.: MASITS - A Tool for Multi-Agent Based Intelligent Tutoring System Development. In: Proceedings of 7th International Conference on Practical Applications of Agents and Multi-Agent Systems (PAAMS 2009), Salamanca, Spain, March 25-27, pp. 490–500 (2009)
Lavendelis, E., Grundspenkis, J.: Open Holonic Multi-Agent Architecture for Intelligent Tutoring System Development. In: Proceedings of IADIS International Conference Intelligent Systems and Agents 2008, Amsterdam, The Netherlands, July 22 - 24, pp. 100–108 (2008)
Lavendelis, E., Grundspenkis, J.: Multi-Agent Based Intelligent Tutoring System Source Code Generation Using MASITS Tool. Scientific Journal of Riga Technical University (2010) (in Press)
Luger, G.F.: Artificial Intelligence: Structures and Strategies for Complex Problem Solving, p. 903. Addison-Wesley, Harlow (2005)
Fischer, K., Schillo, M., Siekmann, J.: Holonic Multiagent Systems: A Foundation for the Organisation of Multiagent Systems. In: Mařík, V., McFarlane, D.C., Valckenaers, P. (eds.) HoloMAS 2003. LNCS (LNAI), vol. 2744, pp. 71–80. Springer, Heidelberg (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Lavendelis, E., Grundspenkis, J. (2011). MASITS Methodology Supported Development of Agent Based Intelligent Tutoring System MIPITS. In: Filipe, J., Fred, A., Sharp, B. (eds) Agents and Artificial Intelligence. ICAART 2010. Communications in Computer and Information Science, vol 129. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-19890-8_9
Download citation
DOI: https://doi.org/10.1007/978-3-642-19890-8_9
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-19889-2
Online ISBN: 978-3-642-19890-8
eBook Packages: Computer ScienceComputer Science (R0)