Title :
A case-based reasoning framework for knowledge structuring: Structuring the domain module in intelligent tutoring systems
Author :
Mendes, Joice Barbosa ; Ramos, Alexandre
Author_Institution :
Inst. de Cienc. Exatas, Univ. Fed. de Itajuba, Itajuba, Brazil
Abstract :
This work presents a framework for structuring knowledge using case-based reasoning (CBR). This framework provides a basis to develop the knowledge module that is represented by cases. Similarity measures can be used to compare and recover cases. The paper investigates the use of CBR in the domain module and also the influence of different measures when cases are compared and the modeling, where distinct attributes define different cases to represent an specific knowledge. A tutorial system to train helicopter pilots illustrates our approach as a case study.
Keywords :
case-based reasoning; computer based training; intelligent tutoring systems; case-based reasoning framework; domain module structuring; helicopter pilot training; intelligent tutoring system; knowledge structuring; similarity measure; Cognition; Computational modeling; Helicopters; Knowledge based systems; Training; Tutorials; case-based reasoning; domain model; intelligent tutoring system; knowledge base; similarity measures;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2012 IEEE International Conference on
Conference_Location :
Zhangjiajie
Print_ISBN :
978-1-4673-0088-9
DOI :
10.1109/CSAE.2012.6272986