A Semantic approach for effective document clustering using WordNet
Leena H. PatilMohammed AtiquePublished in: CoRR (2013)
Keyphrases
- wordnet
- document clustering
- semantic features
- text documents
- external knowledge
- semantic information
- semantic similarity
- semantic distance
- text clustering
- lexical database
- co occurrence
- semantic relationships
- natural language processing
- document representation
- semantic relatedness
- vector space model
- word sense disambiguation
- semantic relations
- text mining
- document similarity
- tf idf
- recognizing textual entailment
- knowledge base
- document collections
- semantically related
- natural language
- clustering algorithm
- relatedness measure
- clustering method
- word sense
- keywords
- cosine similarity
- text classification
- text retrieval
- domain knowledge
- k means
- machine learning