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» Cluster-Based FAQ Retrieval Using Latent Term Weights
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EXPERT
2008
57views more  EXPERT 2008»
13 years 6 months ago
Cluster-Based FAQ Retrieval Using Latent Term Weights
Harksoo Kim, Jungyun Seo
SIGIR
2011
ACM
12 years 9 months ago
Parameterized concept weighting in verbose queries
The majority of the current information retrieval models weight the query concepts (e.g., terms or phrases) in an unsupervised manner, based solely on the collection statistics. I...
Michael Bendersky, Donald Metzler, W. Bruce Croft
SIGKDD
2010
146views more  SIGKDD 2010»
13 years 1 months ago
Latent semantic indexing (LSI) fails for TREC collections
The aim of latent semantic indexing (LSI) is to uncover the relationships between terms, hidden concepts, and documents. LSI uses the matrix factorization technique known as singu...
Avinash Atreya, Charles Elkan
SCHOLARPEDIA
2008
109views more  SCHOLARPEDIA 2008»
13 years 5 months ago
Latent semantic analysis
A new method for automatic indexing and retrieval is described. The approach is to take advantage of implicit higher-order structure in the association of terms with documents (&q...
Thomas K. Landauer, Susan T. Dumais
SIGIR
2006
ACM
14 years 11 days ago
Probabilistic latent query analysis for combining multiple retrieval sources
Combining the output from multiple retrieval sources over the same document collection is of great importance to a number of retrieval tasks such as multimedia retrieval, web retr...
Rong Yan, Alexander G. Hauptmann