Comparison of Algorithms for Automatically Building Example-Tracing Tutor Models.
Rohit KumarMatthew E. RoyR. Bruce RobertsJohn MakhoulPublished in: EDM (2014)
Keyphrases
- machine learning algorithms
- data structure
- worst case
- recently developed
- complex systems
- theoretical analysis
- significant improvement
- computational complexity
- free parameters
- mathematical models
- optimization problems
- model selection
- computational efficiency
- automated tools
- intelligent tutoring systems
- linear models
- data sets
- orders of magnitude
- probabilistic model
- hidden markov models
- evolutionary algorithm
- artificial neural networks
- learning algorithm
- data mining