Fuzzy clustering of lecture videos based on topic modeling.
Subhasree BasuYi YuRoger ZimmermannPublished in: CBMI (2016)
Keyphrases
- fuzzy clustering
- topic modeling
- lecture videos
- topic models
- user experience
- hybrid learning
- learning objects
- membership functions
- keywords
- text mining
- multimedia
- latent dirichlet allocation
- learning materials
- distance learning
- collaborative filtering
- clustering algorithm
- visual cues
- text classification
- text documents
- neural network
- information retrieval
- fuzzy sets
- video frames
- cluster analysis
- image processing
- fuzzy rules
- fuzzy logic
- image features
- pairwise
- pattern recognition
- feature selection
- genetic algorithm