Title :
Evaluation of a hybrid self-improving instructional planner
Author :
Elorriaga, Jon A. ; Fernández-Castro, Isabel
Author_Institution :
Univ. of the Basque Country, Spain
Abstract :
This paper presents the evaluation results of a hybrid self-improving instructional planner based on the case-based reasoning technique. The hybrid approach involves the integration of a case-based instructional planner within existing intelligent tutoring systems (ITS) to enhance the pedagogical component with learning capabilities. Thus, the resulting ITSs become self-improving systems that exhibit two kinds of learning: learning from memorisation and learning from their own experiences
Keywords :
case-based reasoning; intelligent tutoring systems; learning (artificial intelligence); planning (artificial intelligence); case-based reasoning; hybrid self-improving instructional planner; intelligent tutoring systems; learning from experience; learning from memorisation; Application software; Concrete; Data mining; Education; Educational programs; Hybrid intelligent systems; Intelligent systems; Problem-solving; Production systems;
Conference_Titel :
Advanced Learning Technologies, 2000. IWALT 2000. Proceedings. International Workshop on
Conference_Location :
Palmerston North
Print_ISBN :
0-7695-0653-4
DOI :
10.1109/IWALT.2000.890587