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Analysis of students' study paths using finite Markov chains
- Source :
- 2009 IEEE International Conference on Control and Automation.
- Publication Year :
- 2009
- Publisher :
- IEEE, 2009.
-
Abstract
- Student's studies can be seen as consisting of chains or sequences of courses, the learning activities of a student along these lines make his study path. In this paper, methods for detection, analysis and control of learning activities are developed, based on students' credit record data. A central aim of the work is to support the supervision of students using currently available data bases.
- Subjects :
- Theoretical computer science
Markov chain
business.industry
Computer science
Control (management)
Markov process
Machine learning
computer.software_genre
symbols.namesake
Work (electrical)
Aerospace electronics
Path (graph theory)
ComputingMilieux_COMPUTERSANDEDUCATION
symbols
Artificial intelligence
business
computer
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2009 IEEE International Conference on Control and Automation
- Accession number :
- edsair.doi...........c6db0eabda35b2a8adb05190a6e07162
- Full Text :
- https://doi.org/10.1109/icca.2009.5410623