Employing Markov Networks on Curriculum Graphs to Predict Student Performance.
Ahmad SlimGregory L. HeilemanJarred KozlickChaouki T. AbdallahPublished in: ICMLA (2014)
Keyphrases
- web pages
- markov networks
- graphical models
- maximum likelihood
- first order logic
- belief propagation
- maximum margin
- probabilistic graphical models
- probabilistic model
- bayesian networks
- bayesian inference
- posterior probability
- markov random field
- hidden variables
- markov logic networks
- inductive logic programming
- conditional random fields
- keywords
- conditional probabilities
- document classification
- higher order
- pairwise
- natural language
- artificial intelligence
- generative model
- decision trees