Predicting the Quality of Semantic Relations by Applying Machine Learning Classifiers.
Miriam FernándezMarta SabouPeter KnothEnrico MottaPublished in: EKAW (Posters and Demos) (2010)
Keyphrases
- semantic relations
- machine learning
- natural language processing
- machine learning algorithms
- wordnet
- machine learning methods
- ontology learning
- machine learning approaches
- co occurrence
- decision trees
- relation extraction
- semantic network
- semantic relationships
- training data
- knowledge sources
- feature selection
- semantic structure
- word pairs
- learning algorithm
- measuring semantic similarity
- supervised learning
- information extraction
- text mining
- training set
- feature set
- support vector machine
- nearest neighbour
- knowledge discovery
- knowledge base
- artificial intelligence
- dependency relations
- data mining