Injecting Semantic Background Knowledge into Neural Networks using Graph Embeddings.
Konstantin ZieglerOlivier CaelenMathieu GarcheryMichael GranitzerLiyun He-GueltonJohannes JurgovskyPierre-Edouard PortierStefan ZwicklbauerPublished in: WETICE (2017)
Keyphrases
- background knowledge
- neural network
- semantic information
- inductive logic programming
- domain knowledge
- logic programs
- concept hierarchy
- prior knowledge
- positive examples
- representation language
- domain theory
- ontology learning
- semantic similarity
- vector space
- semantic relatedness
- semantic features
- relational information
- high dimensional data
- low dimensional
- dimensionality reduction
- natural language
- knowledge base
- semi supervised clustering
- contextual information
- intrusion detection
- semantic web
- information extraction
- training data
- reference set
- data mining