Adaptive item-based learning environments based on the item response theory: possibilities and challenges
@article{Wauters2010AdaptiveIL, title={Adaptive item-based learning environments based on the item response theory: possibilities and challenges}, author={K. Wauters and Piet Desmet and W. Noortgate}, journal={J. Comput. Assist. Learn.}, year={2010}, volume={26}, pages={549-562} }
The popularity of intelligent tutoring systems (ITSs) is increasing rapidly. [...] Key Result Further research should shed more light on the adequacy of the proposed solutions.Expand Abstract
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References
SHOWING 1-10 OF 82 REFERENCES
Personalized web-based tutoring system based on fuzzy item response theory
- Computer Science
- Expert Syst. Appl.
- 2008
- 106
Design a personalized e-learning system based on item response theory and artificial neural network approach
- Computer Science
- Expert Syst. Appl.
- 2009
- 165
- PDF
An analysis of the research on adaptive learning: the next generation of e-learning
- Computer Science
- 2008
- 27
- PDF
Adapting to intelligence profile in an adaptive educational system
- Computer Science
- Interact. Comput.
- 2006
- 108
- PDF
Self-assessment in a feasible, adaptive web-based testing system
- Computer Science
- IEEE Transactions on Education
- 2005
- 101
- PDF
TAPLI: An Adaptive Web-Based Learning Environment for Linear Programming
- Computer Science
- CAEPIA
- 2003
- 12
Personalized curriculum sequencing utilizing modified item response theory for web-based instruction
- Computer Science
- Expert Syst. Appl.
- 2006
- 114
On the Dynamic Adaptation of Computer Assisted Assessment of Free-Text Answers
- Computer Science
- AH
- 2006
- 21
- PDF