Local ABox Consistency Prediction with Transparent TBoxes Using Gated Graph Neural Networks.
Yu GuJeff Z. PanGong ChengHeiko PaulheimGiorgos StoilosPublished in: NeSy@IJCAI (2019)
Keyphrases
- description logics
- neural network
- prediction model
- dl lite
- prediction accuracy
- expressive description logics
- graph representation
- fuzzy logic
- neural network ensemble
- global consistency
- random walk
- knowledge base
- weighted graph
- genetic algorithm
- terminological reasoning
- multi layer perceptron
- graph structure
- pattern recognition
- neural network model
- knowledge representation
- connected components
- structured data
- query answering
- prediction error
- directed graph
- neural networks and support vector machines
- path consistency
- radial basis function network
- short term prediction
- data integration
- graph theory
- reasoning tasks
- directed acyclic graph
- bipartite graph