An empirical study of required dimensionality for large-scale latent semantic indexing applications.

Roger B. Bradford

Published in: CIKM (2008)

Keyphrases

latent semantic indexing
text retrieval
singular value decomposition
vector space
information retrieval
vector space model
semantic structure
feature space
high dimensional
dimensionality reduction
document representation
pattern recognition
active learning
knowledge discovery
natural language processing