A naive bayes approach for converging learning objects with open educational resources.
A. Sai SabithaDeepti MehrotraAbhay BansalB. K. SharmaPublished in: Educ. Inf. Technol. (2016)
Keyphrases
- naive bayes
- open educational resources
- learning objects
- educational resources
- learning materials
- decision trees
- educational material
- classification accuracy
- e learning
- learning resources
- text classification
- naive bayes classifier
- educational content
- learning activities
- learning object repositories
- training data
- learning management systems
- authoring tool
- logistic regression
- text categorization
- averaged one dependence estimators
- learning processes
- bayesian networks
- metadata
- learning process
- higher education
- feature selection
- learning object metadata
- learning content
- educational materials
- teaching materials
- open access
- text mining
- database
- learning design
- science education
- machine learning
- data sets