Understanding big data themes from scientific biomedical literature through topic modeling.
Allard J. van AltenaPerry D. MoerlandAeilko H. ZwindermanSílvia D. OlabarriagaPublished in: J. Big Data (2016)
Keyphrases
- big data
- topic modeling
- biomedical literature
- text mining
- knowledge discovery
- scientific literature
- data analysis
- topic models
- cloud computing
- text documents
- latent dirichlet allocation
- text classification
- probabilistic topic models
- data management
- information retrieval
- social media
- automatic extraction
- data mining
- business intelligence
- data processing
- information extraction
- natural language processing
- protein protein interactions
- document clustering
- machine learning
- network analysis
- artificial intelligence
- decision support
- biological data
- association rules
- databases