Exploratory Analysis of Topic Interests and Their Evolution in Bioinformatics Research Using Semantic Text Mining and Probabilistic Topic Modeling.
Fatih GurcanNergiz Ercil CagiltayPublished in: IEEE Access (2022)
Keyphrases
- topic modeling
- exploratory analysis
- text mining
- topic models
- latent dirichlet allocation
- data analysis
- generative model
- data mining
- probabilistic topic models
- information visualization
- probabilistic model
- topic extraction
- data visualization
- text documents
- knowledge discovery
- information extraction
- text classification
- text corpora
- natural language processing
- tag information
- natural language
- information retrieval
- machine learning
- latent topics
- data mining techniques
- databases
- document clustering
- collaborative filtering
- bayesian networks
- association patterns
- keywords