Twitter-Network Topic Model: A Full Bayesian Treatment for Social Network and Text Modeling.
Kar Wai LimChangyou ChenWray L. BuntinePublished in: CoRR (2016)
Keyphrases
- topic models
- social networks
- probabilistic topic models
- text documents
- text mining
- information diffusion
- network structure
- microblog posts
- latent dirichlet allocation
- topic modeling
- link prediction
- online social networks
- social media
- viral marketing
- complex networks
- community structure
- variational inference
- social networking
- text corpora
- social network analysis
- latent variables
- text analysis
- information retrieval
- probabilistic model
- generative model
- bayesian networks
- lda model
- word pairs
- peer to peer
- co occurrence
- social web
- topic tracking
- text data
- gibbs sampling
- knowledge discovery
- author topic model
- data analysis
- latent topics
- bayesian framework
- gaussian processes
- posterior distribution
- social networking sites
- keywords
- community detection
- bayesian inference
- text classification
- data mining
- news articles