A Topic Model for Clustering Learners Based on Contents in Educational Counseling.
Takatoshi IshiiSatoshi MizoguchiKoji KimitaYoshiki ShimomuraPublished in: HCI (5) (2015)
Keyphrases
- topic models
- topic discovery
- latent dirichlet allocation
- topic modeling
- digital games
- e learning
- probabilistic latent semantic analysis
- text documents
- clustering algorithm
- probabilistic model
- latent topics
- text mining
- game based learning
- gibbs sampling
- multimedia
- baseline models
- learning environment
- latent variables
- probabilistic topic models
- learning experience
- generative model
- educational games
- learning activities
- k means
- statistical topic models
- microblog posts
- data mining
- data points
- information retrieval