A Semantic Clustering Approach for Indexing Documents.
Daniel Osuna-OntiverosIvan López-ArévaloVictor Sosa-SosaPublished in: KDIR (2011)
Keyphrases
- document clustering
- document space
- information retrieval
- text representation
- semantic information
- semantic relationships
- document indexing
- index terms
- clustering algorithm
- text retrieval
- word spotting
- controlled vocabulary
- document collections
- tag information
- database
- linguistic analysis
- vector space model
- semantic features
- semantic content
- text clustering
- cosine similarity
- information retrieval systems
- semantic indexing
- document processing
- retrieval engine
- web documents
- k means
- semantic relevance
- document analysis
- document representation
- inverted index
- clustering method
- semantic representation
- free text
- retrieval strategies
- textual descriptions
- document content
- document retrieval
- unstructured documents
- latent semantic indexing
- keywords
- semantically related
- relevant documents
- domain ontology
- retrieval systems
- bag of words
- user queries
- low level features
- high dimensional data
- semantic similarity
- text mining
- metadata
- content based retrieval