Title :
Adaptive Learning Based on Exercises Fitness Degree
Author :
Mirea, Ana-Maria ; Preda, Mircea Cezar
Abstract :
The paper considers the e-learning systems that provide personalized content to their users and that permanently adapt to the evolution of the users during their learning stages. Such systems help the students to consolidate their knowledge faster than other methods. The main contribution is the proposal of a mathematical model of an adaptive learning system with the mentioned characteristics. The model involves a multi step process where, at each stage, the performances of the student are measured and the system is adapting accordingly.
Keywords :
Adaptive systems; Computer science; Electronic learning; Intelligent agent; Learning systems; Mathematical model; Paper technology; Performance evaluation; Proposals; Testing; adaptive control; adaptive learning environments; learning systems; personalized learning; reinforcement learning;
Conference_Titel :
Web Intelligence and Intelligent Agent Technologies, 2009. WI-IAT '09. IEEE/WIC/ACM International Joint Conferences on
Conference_Location :
Milan, Italy
Print_ISBN :
978-0-7695-3801-3
Electronic_ISBN :
978-1-4244-5331-3
DOI :
10.1109/WI-IAT.2009.266