Expertise Measure for Dynamic Task Selection within Intelligent Educational Systems
- Resource Type
- Conference
- Authors
- Courtemanche, François; Najjar, Mehdi; Mayers, André
- Source
- 2008 Eighth IEEE International Conference on Advanced Learning Technologies Advanced Learning Technologies, 2008. ICALT '08. Eighth IEEE International Conference on. :428-430 Jul, 2008
- Subject
- Computing and Processing
General Topics for Engineers
Intelligent systems
Laboratories
Educational technology
Psychology
Problem-solving
Computer science
Virtual environment
Humans
Automation
Analytical models
Task selection
cognitive load
intelligent tutoring systems
- Language
- ISSN
- 2161-3761
2161-377X
This paper presents a task selection model for personalised educational instruction. The proposed model is based on the student expertise level and it takes into account performance and mental load in order to adapt task selection. The article also discusses distinctions between our approach and related works.