A Review of Relational Machine Learning for Knowledge Graphs.
Maximilian NickelKevin MurphyVolker TrespEvgeniy GabrilovichPublished in: Proc. IEEE (2016)
Keyphrases
- machine learning
- knowledge acquisition
- knowledge representation
- learning systems
- knowledge discovery
- computer vision
- computer science
- active learning
- knowledge based systems
- relational databases
- expert systems
- data mining
- domain experts
- knowledge sharing
- relational data
- graph matching
- knowledge engineering
- graph theoretic
- natural language
- pattern recognition
- reinforcement learning
- support vector machine
- knowledge management
- domain knowledge
- data model
- data analysis
- knowledge base
- artificial intelligence
- relational learning
- neural network