Videopedia: Lecture Video Recommendation for Educational Blogs Using Topic Modeling.
Subhasree BasuYi YuVivek K. SinghRoger ZimmermannPublished in: MMM (1) (2016)
Keyphrases
- topic modeling
- lecture videos
- collaborative filtering
- topic models
- keywords
- multimedia
- latent dirichlet allocation
- recommender systems
- text mining
- e learning
- text documents
- hybrid learning
- user experience
- distance learning
- learning objects
- learning materials
- user preferences
- text classification
- probabilistic model
- visual cues
- high definition
- data mining
- generative model
- latent variables
- cross lingual
- video analysis
- metadata
- knowledge base
- learning algorithm