Inducing a Decision Tree with Discriminative Paths to Classify Entities in a Knowledge Graph.
Gilles VandewieleBram SteenwinckelFemke OngenaeFilip De TurckPublished in: SEPDA@ISWC (2019)
Keyphrases
- decision trees
- knowledge base
- knowledge sources
- graph structure
- knowledge representation
- domain knowledge
- structural patterns
- machine learning
- prior knowledge
- decision tree induction
- knowledge discovery
- text mining
- knowledge management
- data mining techniques
- logistic regression
- background knowledge
- knowledge sharing
- feature extraction
- graph theory
- structured information
- path length
- graph model
- knowledge acquisition
- shortest path
- random walk
- association rules
- bayesian networks
- feature selection