Extracting Mobile Behavioral Patterns with the Distant N-Gram Topic Model.
Katayoun FarrahiDaniel Gatica-PerezPublished in: ISWC (2012)
Keyphrases
- n gram
- topic models
- behavioral patterns
- topic modeling
- latent dirichlet allocation
- language model
- behavior patterns
- user behavior
- text classification
- mobile devices
- probabilistic model
- text mining
- language independent
- text documents
- bag of words
- language modeling
- generative model
- social networks
- co occurrence
- latent topics
- part of speech
- probabilistic topic models
- lda model
- smart phones
- web documents
- information retrieval systems
- information retrieval
- machine learning
- association rules
- relevance model
- word segmentation
- expert systems
- bayesian networks
- data mining