Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion.
Prithviraj SenBreno W. S. R. CarvalhoIbrahim AbdelazizPavan KapanipathiFrancois P. S. LuusSalim RoukosAlexander G. GrayPublished in: CoRR (2021)
Keyphrases
- knowledge base
- expert systems
- inference engine
- knowledge representation
- meta rules
- production rules
- knowledge based systems
- artificial intelligence
- connectionist learning
- domain knowledge
- knowledge sources
- domain experts
- uncertain information
- case based reasoning
- association rules
- background knowledge
- neural network
- knowledge acquisition
- artificial neural networks
- knowledge from domain experts
- relevant knowledge
- description logics
- rule sets
- rule base
- neuro fuzzy
- symbolic representation
- decision rules
- representing knowledge
- domain specific
- machine learning
- logic programming
- human experts
- classification rules
- dimensionality reduction
- fuzzy logic
- knowledge engineers
- rule based reasoning
- symbolic knowledge
- data sets