DocumentCode
1602834
Title
A practical student model for a location-aware and context-sensitive Personalized Adaptive Learning System
Author
Yang, Guangbing ; Kinshuk ; Graf, Sabine
Author_Institution
Sch. of Comput. & Inf., Athabasca Univ., Athabasca, AB, Canada
fYear
2010
Firstpage
130
Lastpage
133
Abstract
Student model is an essential component in any adaptive learning environment. Various student modelling approaches have been suggested in the literature that focus on learners´ competencies, preferences and other personal attributes. However, there is a lack of a comprehensive student model that combines various aspects of student modelling while also considering the aspects of location and context awareness that are important for emerging ubiquitous learning environments. This paper proposes one such student model in the context of a personalized adaptive learning system, namely Personalized Adaptive Learning Dashboard (PALD), a compound student model bringing together various features of the overlay, fault, and stereotype models to provide a generic approach to modeling student with specific domain related knowledge.
Keywords
computer aided instruction; mobile computing; adaptive learning system; context awareness; domain related knowledge; location awareness; personalized adaptive learning dashboard; practical student model; ubiquitous learning environments; Adaptation model; Adaptive systems; Content management; Context awareness; Context modeling; Environmental management; Knowledge management; Learning systems; Least squares approximation; Problem-solving; adaptation; knowledge; personalization; student model; student modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Technology for Education (T4E), 2010 International Conference on
Conference_Location
Mumbai
Print_ISBN
978-1-4244-7362-5
Electronic_ISBN
978-1-4244-7361-8
Type
conf
DOI
10.1109/T4E.2010.5550048
Filename
5550048
Link To Document