Online learning using a Bayesian surprise metric.
Erion HasanbelliuKittipat KampaJosé C. PríncipeJames Tory CobbPublished in: IJCNN (2012)
Keyphrases
- online learning
- online course
- e learning
- distance education
- bayesian learning
- blended learning
- bayesian networks
- metric space
- distance learning
- bayesian estimation
- posterior probability
- distance function
- distance metric
- bayesian decision
- online learning environments
- quality metrics
- higher education
- maximum likelihood
- learning algorithm
- database
- euclidean distance
- neural network
- bayesian analysis
- online algorithms
- feature selection
- decision trees
- computer mediated
- training data
- metric learning
- active learning
- bayesian inference
- markov random field
- distance measure
- data driven