A Multilevel Semantic Document Classifier Based On SVM Integrated With Domain Ontologies.
Vijayasundaram UmaPunnaivanam SankarGnanasekaran AghilaPublished in: J. Convergence Inf. Technol. (2008)
Keyphrases
- domain ontology
- semantic information
- domain knowledge
- domain specific
- semantic knowledge
- semi automatic
- support vector machine svm
- semantic search
- support vector
- semantic annotation
- concept hierarchy
- data sources
- semantic interoperability
- information retrieval
- semantic relationships
- document clustering
- relevant concepts
- text classifiers
- support vector machine
- keywords
- document collections
- conceptual graphs
- text mining
- knn
- wordnet
- owl ontologies
- owl dl
- knowledge repositories
- semantic features
- domain experts
- low level
- training data
- database schema
- semantic similarity
- relevant documents
- natural language
- machine learning
- domain specific information
- data sets
- semantic relations
- document retrieval
- information retrieval systems
- general purpose
- text clustering
- real world