Model-based document clustering with a collapsed gibbs sampler.

Daniel David Walker Eric K. Ringger

Published in: KDD (2008)

Keyphrases

document clustering
gibbs sampler
bayesian inference
random fields
markov chain
text mining
gibbs sampling
posterior distribution
document collections
text documents
clustering method
clustering algorithm
markov chain monte carlo
cluster analysis
k means
data mining
bag of words
natural language processing