Semantic Explanations of Classifiers through the Ontology-Based Data Management Paradigm (Extended Abstract).
Laura PapiGianluca CimaMarco ConsoleMaurizio LenzeriniPublished in: Description Logics (2024)
Keyphrases
- extended abstract
- data management
- semantic web technologies
- domain specific
- semantic matching
- data integration
- support vector
- natural language
- training data
- query processing
- supervised classification
- database systems
- decision trees
- database management systems
- training samples
- domain ontology
- database
- ontology based semantic
- ontology mapping
- semantic similarity
- svm classifier
- test set
- machine learning algorithms
- semantic web
- semantic information
- databases
- heterogeneous information systems
- web services
- semantic knowledge
- semantic network
- context aware
- feature extraction
- scientific data
- mobile computing
- high level
- heterogeneous data
- low level features
- semantic annotation
- classifier combination
- machine learning
- generating explanations
- naive bayes
- classification algorithm