Research for practice: knowledge base construction in the machine-learning era.
Alexander RatnerChristopher RéPeter BailisPublished in: Commun. ACM (2018)
Keyphrases
- machine learning
- knowledge base
- knowledge acquisition
- knowledge representation
- decision trees
- natural language processing
- active learning
- learning algorithm
- machine learning algorithms
- machine learning methods
- machine learning approaches
- feature selection
- knowledge based systems
- machine learning and data mining
- pattern recognition
- description logics
- statistical methods
- computational intelligence
- logic programming
- wordnet
- formal representation
- domain experts
- support vector machine
- computational biology
- artificial intelligence
- information retrieval
- reasoning process
- rule base
- supervised learning
- unsupervised learning
- text classification
- database
- knowledge discovery
- learning process
- expert systems
- computer science
- computer vision
- data mining
- real world
- real time