Knowledge Base Construction in the Machine-learning Era.
Alexander RatnerChristopher RéPublished in: ACM Queue (2018)
Keyphrases
- machine learning
- knowledge base
- knowledge acquisition
- knowledge representation
- computer vision
- machine learning methods
- logic programming
- pattern recognition
- expert systems
- construction process
- explanation based learning
- information extraction
- machine learning approaches
- knowledge engineering
- inductive learning
- rule base
- active learning
- reinforcement learning
- learning systems
- machine learning algorithms
- decision trees
- model selection
- description logics
- data analysis
- feature selection
- learning tasks
- machine learning and data mining
- inference engine
- reasoning process
- knowledge structures
- learning problems
- support vector
- knowledge based systems
- computer science
- co occurrence
- support vector machine