Efficient methods for topic model inference on streaming document collections.

Limin Yao David M. Mimno Andrew McCallum

Published in: KDD (2009)

Keyphrases

topic models
document collections
text corpora
information retrieval systems
gibbs sampling
latent dirichlet allocation
topic modeling
co occurrence
databases
k means
probabilistic model
knowledge discovery
text mining
document clustering
latent variables
variational inference