A Semantic Kernel for Text Classification Based on Iterative Higher-Order Relations between Words and Documents.
Berna AltinelMurat Can GanizBanu DiriPublished in: ICAISC (1) (2014)
Keyphrases
- text classification
- text documents
- training documents
- automatic text classification
- text representation
- semantic features
- distributional clustering
- semantic relationships
- text categorization
- higher order relations
- bag of words
- document classification
- training corpus
- unlabeled documents
- n gram
- linguistic analysis
- text classifiers
- text mining
- semantically related
- document content
- document representation
- higher order
- text data
- semantic classes
- semantic information
- linguistic information
- feature selection
- document clustering
- word frequency
- knn
- machine learning
- term frequency
- document space
- lexical database
- wordnet
- semantic similarity
- word pairs
- arabic text
- keywords
- latent semantic
- multi label
- index terms
- word similarity
- sentiment classification
- natural language text
- visual features
- natural language processing
- concept space
- word sense disambiguation
- sentiment analysis
- word spotting
- pairwise
- information retrieval
- controlled vocabulary
- multiword
- document collections
- co occurrence
- arabic documents
- xml documents