Serendip: Topic model-driven visual exploration of text corpora.
Eric C. AlexanderJoe KohlmannRobin ValenzaMichael WitmoreMichael GleicherPublished in: IEEE VAST (2014)
Keyphrases
- text corpora
- model driven
- visual exploration
- text mining
- topic models
- data driven
- service oriented
- topic modeling
- computational linguistics
- metamodel
- exploratory analysis
- visualization tool
- visualization tools
- data integration
- text analysis
- text classifiers
- text collections
- service oriented architecture
- document collections
- text documents
- data sets
- data mining
- latent dirichlet allocation
- natural language processing
- databases
- real world
- concept hierarchy
- information retrieval
- generative model
- text classification
- information extraction
- data warehouse