Oracle or Teacher? A Systematic Overview of Research on Interactive Labeling for Machine Learning.
Merlin KnaebleMario NadjAlexander MaedchePublished in: Wirtschaftsinformatik (Zentrale Tracks) (2020)
Keyphrases
- machine learning
- active learning
- machine learning methods
- professional development
- natural language processing
- decision trees
- image segmentation
- learning tasks
- computer science
- learning algorithm
- information extraction
- knowledge acquisition
- supervised machine learning
- machine learning approaches
- supervised learning
- virtual reality
- computer graphics
- model selection
- computer vision
- learning process
- pattern recognition
- data mining
- reinforcement learning
- labeling process
- comprehensive guide
- artificial intelligence
- explanation based learning
- feature selection
- inductive learning
- inductive logic programming
- knowledge representation
- learning systems
- user interaction
- knowledge discovery
- object oriented