Title :
Modeling the architecture of an Intelligent Tutoring System applied to breast cancer
Author :
Maffon, H.P. ; Brasil, L.M. ; Melo, J.S. ; Klavdianos, P.B. ; Curilem, G.M.J.S. ; Lamas, J.M.
Author_Institution :
Pos-Grad. em Eng. Biomed., Univ. de Brasilia (UnB), Brasilia, Brazil
fDate :
April 29 2013-May 4 2013
Abstract :
This paper presents an Intelligent Tutoring System (ITS) applied to the teaching of anatomy of the female breast, including some types of cancer related to this organ. This ITS is composed of four modules: Student, an Expert System containing a questionnaire for the diagnosis of the learner´s profile; Tutor, an Artificial Neural Network Interactive Activation and Competition, for the application of teaching techniques; Domain, some ontologies containing content and related media; and Interface, developed as an Adaptive Hypermedia System. The objective of this work is to lift requirements for the integration of various modeling types that use Artificial Intelligence techniques in the same ITS, even enabling the use of this system in a Medical Simulation Environment. The validation process of this ITS is in progress because the class period has not yet started at three universities: the University of Brasilia (Federal) and the Catholic University of Brasília (Private), both located in Brasilia, Brazil, and the Universidad de La Frontera (Federal) located in Temuco, Chile.
Keywords :
biological tissues; biomedical education; cancer; medical expert systems; neural nets; ontologies (artificial intelligence); Adaptive Hypermedia System; Artificial Neural Network Interactive Activation and Competition; Brazil; Catholic University of Brasília; Chile; Domain module; Expert System; ITS Artificial Intelligence technique; ITS application; ITS module; ITS validation; Intelligent Tutoring System; Interface module; Medical Simulation Environment; Student module; Temuco; Tutor module; Universidad de La Frontera; University of Brasilia; breast cancer; female breast anatomy teaching; integration requirement; learner profile questionnaire; model type; ontology content; ontology media; teaching technique application; Artificial intelligence; Conferences; Couplings; IEEE catalog; Java; Medical services; RNA; Artificial Neural Networks; Expert Systems; Intelligent Tutoring System; Ontologies;
Conference_Titel :
Health Care Exchanges (PAHCE), 2013 Pan American
Conference_Location :
Medellin
Print_ISBN :
978-1-4673-6254-2
DOI :
10.1109/PAHCE.2013.6568295