Academic network analysis: a joint topic modeling approach.
Zaihan YangLiangjie HongBrian D. DavisonPublished in: ASONAM (2013)
Keyphrases
- network analysis
- topic modeling
- text mining
- topic models
- social network analysis
- citation networks
- complex networks
- latent dirichlet allocation
- information networks
- modeling framework
- community detection
- link prediction
- text classification
- text documents
- latent topics
- information extraction
- collaborative filtering
- natural language processing
- data mining
- network structure
- probabilistic topic models
- co occurrence
- knowledge discovery
- search engine
- artificial intelligence
- information retrieval
- machine learning
- latent variables
- knn
- graph theory
- probabilistic model
- data analysis