Using Learning Algorithms to Create, Exploit and Maintain Knowledge Bases: Principles of Constructivist Machine Learning.
Thomas SchmidPublished in: AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering (1) (2020)
Keyphrases
- machine learning
- learning algorithm
- knowledge base
- machine learning algorithms
- learning systems
- knowledge acquisition
- learning problems
- knowledge representation
- active learning
- learning process
- learning tasks
- machine learning methods
- description logics
- inductive learning
- supervised learning
- reinforcement learning
- learning theories
- learning models
- pattern recognition
- training data
- text mining
- support vector machine
- collaborative learning
- knowledge discovery
- knowledge based systems
- training examples
- natural language
- explanation based learning
- game based learning
- learning rate
- knowledge engineering
- learning theory
- hypothesis space
- decision trees
- learning environment
- transfer learning
- computer science
- text classification
- membership queries
- reasoning process
- artificial intelligence
- problem based learning
- learning scheme
- instructional design
- e learning
- design principles
- wordnet
- computational intelligence