Feature LDA: A Supervised Topic Model for Automatic Detection of Web API Documentations from the Web.
Chenghua LinYulan HeCarlos PedrinaciJohn DominguePublished in: ISWC (1) (2012)
Keyphrases
- automatic detection
- topic models
- latent dirichlet allocation
- web apis
- topic modeling
- supervised topic models
- web applications
- mashup
- linked data
- third party
- text documents
- text mining
- generative model
- website
- latent topics
- probabilistic model
- topic discovery
- latent variables
- semantic web
- web services
- lda model
- variational inference
- gibbs sampling
- co occurrence
- web content
- semi supervised
- feature selection
- databases
- probabilistic topic models
- latent topic models
- web documents
- machine learning
- web pages
- web resources
- expert systems
- principal component analysis
- graphical models