Synthetic Dataset Generation for Online Topic Modeling.
Mark BelfordBrian Mac NameeDerek GreenePublished in: AICS (2017)
Keyphrases
- topic modeling
- synthetic datasets
- topic models
- real dataset
- latent dirichlet allocation
- text mining
- real life
- modeling framework
- text classification
- synthetic data
- topic extraction
- databases
- text documents
- experimental study
- image processing
- bag of words
- generative model
- collaborative filtering
- knowledge discovery
- active learning
- text corpora
- probabilistic latent semantic analysis
- real world