Title :
Learning Profile Identification Based on the Analysis of the User's Context of Interaction
Author :
Zaina, Luciana A. M. ; Bressan, Graca ; Rodrigues, Jose F. ; Cardieri, M.A.C.A.
Author_Institution :
Univ. Fed. de Sao Carlos (UFSCar), Sorocaba, Brazil
Abstract :
One of the e-learning environment goal is to attend the individual needs of students during the learning process. The adaptation of contents, activities and tools into different visualization or in a variety of content types is an important feature of this environment, bringing to the user the sensation that there are suitable workplaces to his profile in the same system. Nevertheless, it is important the investigation of student behaviour aspects, considering the context where the interaction happens, to achieve a efficient personalization process. The paper goal is to present an approach to identify the student learning profile analyzing the context of interaction. Besides this, the learning profile could be analized in different dimensions allows the system to deal with the different focus of the learning.
Keywords :
computer aided instruction; e-learning environment; interaction user context analysis; student behaviour aspect; student learning profile identification; Brain modeling; Context; Context modeling; Least squares approximation; Materials; Monitoring; Visualization; contexto da interação; e-learning; perfil de aprendizagem;
Journal_Title :
Latin America Transactions, IEEE (Revista IEEE America Latina)
DOI :
10.1109/TLA.2011.6030999