Abstract

This research has focused on studying The Educational Multi-agent System extensively to solve the problems of following up the daily performance of the student in relation to school activities and evaluation. The proposed system consists of four agents: Interface Agent, Data Management Agent, Supervisory Agent and Communication Agent. They are connected with each other by Agent Communication Language (ACL) including Knowledge Query and Manipulation Language (KQML). This system has been applied to a primary school with respect to the students of first, second and third grades. The proposed system improves the communication process between the school staff and parents that occurs an improvement of the scores obtained by these students and in a way that raised the performance rate by teachers and students.

References

• Safiye TURGAY, "a multi-agent system approach for distance learning architecture ", The Turkish Online Journal of Educational Technology, TOJET ISSN: 1303-6521 vol 4 , October 2005.
• Jean-Paul Jamont, Michel Occello "A self-organizationprocess for communication management in embedded multi-agent systems", IEEE/WIC/ACM International Conference on Intelligent Agent technology, IEEE Computer Society, pp.51-55, 2007.
• Dr. Prashant M. Dolia, "Integrating Ontologies into Multi-Agent Systems”, JOURNAL OF EMERGING TECHNOLOGIES IN WEB INTELLIGENCE, VOL. 2, NO. 1, FEBRUARY 2010.
• Henri Avancini, Analía Amandi, "A Java Framework for Multi-agent Systems", SADIO Electronic Journal of Informatics and Operations Research, vol. 3, no. 1, pp. 1-12 ,2000
• M. A. Kadhim,M. A.A. H. Kaur," A Multi-intelligent Agent Architecture for Knowledge Extraction: Novel Approaches for Automatic Production Rules Extraction”. International Journal of Multimedia and Ubiquitous Engineering pp.95-114, Vol.9, No.2 2014.
• MaryBerna-Koes,IllahNourbakhsh,KatiaSycara "Communication Efficiency in Multi-Agent Systems ".
• Martin L. Griss, "Software Agents as Next Generation Software Components", Software Agents as Next Generation Software Components,2001.
• Christopher G Marks, B. S, "Extensible Multi-Agent System forHeterogeneous Database Association Rule Mining and Unification." Master Thesis. Department of computer system.1999.
• James Mayfield Yannis Labrou Tim Finin"Evaluation of KQML as an Agent Communication Language", Computer science and electrical engineering department , University of Maryland Baltimore County,1996.
• Finin, T., Y. Labrou, Agent Communication Languages, “AgentCommunication Languages Tutorial, University of Maryland Baltimore County, October,1999.
• michel wooldridg "agent based computing", Dept. of Electronic Engineering, Queen Mary & Westfield College University of London , London, September 29, 1997.
• James Odell, James Odell Associates, Ann Arbor, H. Van Dyke Parunak, Mitchell Fleischer, "Modeling Agents and their Environment: The Communication Environment”, JOURNAL OF OBJECT ECHNOLOGY, Vol. 2, No. 3, May-June 2003.
• G. B. Nunes, A. Cardoso1, A. Santos1,2, P. Gil1,3 "MULTI-AGENT BASED ARCHITECTURE FOR ROBUST SUPERVISION OVER WIRELESS SENSOR NETWORKS”
• Vera Maria B. Werneck, Rosa Maria E. Moreira Costa1 and Luiz Marcio Cysneiros, "Modelling Multi-Agent System using Different Methodologies", 502 pages, April, 2011.
• Karim Bouzouba1, Bernard Moulin2, Adil Kabbaj3, "CG-KQML+: An Agent Communication Language and its use in a Multi-Agent System”, Computer Science Department and Research Center on Geomatics, Laval University.
• Tim Finin ,Don McKay,Rich Fritzson, "An Overview of KQML:AKnowledge Query and Manipulation Language",March 2, 1992.
• Cyprian Foinjong Ngolah, "a tutorial on agent communication and knowledge sharing ",university of calgary.