Towards a SVM-struct Based Active Learning Algorithm for Least Cost Semantic Annotation.
Kaiquan XuRaymond Y. K. LauStephen Shaoyi LiaoLejian LiaoPublished in: Web Intelligence/IAT Workshops (2008)
Keyphrases
- semantic annotation
- learning algorithm
- generalization ability
- support vector machine svm
- training data
- support vector
- classification algorithm
- semantic web
- support vector machine
- semantically annotated
- semi automatic
- automatic annotation
- knn
- semantic web technologies
- machine learning
- svm classifier
- annotation tool
- feature selection
- multi class
- machine learning algorithms
- database
- learning process
- evaluation framework
- domain ontology
- back propagation
- kernel function
- training set
- information systems
- training examples
- evaluation methodology
- decision trees
- feature vectors
- active learning