Title :
Neural Techniques to Improve the Formative Evaluation Procedure in Intelligent Tutoring Systems
Author :
Castellano, Marcello ; Mastronardi, Giuseppe ; Di Giuseppe, Gianluca ; Dicensi, Vito
Author_Institution :
Polytech. of Bari, Bari
Abstract :
Nowadays a special attention is paid to the quality of teaching valued in terms of efficacy of students´ knowledge at the exit of its formative period. This efficacy depends both on the quality of formative iter and on the way formative activities are planned in a single teaching. Not since a lot of time has re-emerged the importance of tutoring as ad hoc regulator in student´s learning process. Taking care of a student means design both of diagnostic instruments and of suitable formative interventions. That is the moment in which having the diagnosis to be preceded by a survey of performance indicators becomes important the study of measuring system models to be applied to each student. Intelligent tutoring systems (ITS), are any computer system with the ability to adopt pedagogical activities to individual student needs providing customized instruction and feedback. A correct and effective use of such system is obtained through a careful planning of formative deficit diagnostic measuring. In this paper we propose a model of formative evaluation procedure based on the use of neural techniques qualified to improve its accuracy.
Keywords :
intelligent tutoring systems; teaching; formative deficit diagnostic measuring; formative evaluation procedure; intelligent tutoring systems; teaching quality; Competitive intelligence; Computational intelligence; Computer aided instruction; Detectors; Education; Electric variables measurement; Electronic learning; Intelligent networks; Intelligent systems; Prototypes; Adaptive Educational Systems; Formative Evaluation; Intelligent Learning Environment; Intelligent Monitoring; Intelligent Tutoring Systems; Measurement System; Neural Networks; Soft-Computing; Summative Evaluation; e-Learning;
Conference_Titel :
Computational Intelligence for Measurement Systems and Applications, 2007. CIMSA 2007. IEEE International Conference on
Conference_Location :
Ostuni
Print_ISBN :
978-1-4244-0824-5
Electronic_ISBN :
978-1-4244-0824-5
DOI :
10.1109/CIMSA.2007.4362540