Agent Based Adaptive Learning System

This paper proposes the agent based intelligent, adaptive learning or tutoring system (IATS). The proposed architecture of the agent based system provides the framework for the intelligent tutoring system. We define many agents like tutoring agent. student agent, student clustering agent, resource classification agent. The system model is developed using the O-MaSE development model. The clustering is done by the combination of Evolutionary clustering methods and fuzzy c-means clustering. The classification of the resources is representation of the resources in the tree based hierarchical structure from which the adaptive resources are generated. The system provides the adaptive course materials, adaptive user interface, and adaptive examinations to the learner.