Integrating Iterative Machine Teaching and Active Learning into the Machine Learning Loop.
Eduardo Mosqueira-ReyDavid Alonso-RíosAndrés Baamonde-LozanoPublished in: KES (2021)
Keyphrases
- active learning
- machine learning
- learning process
- online learning
- learning systems
- learning algorithm
- higher education
- learning strategies
- text classification
- transfer learning
- random sampling
- decision trees
- computer programming
- human learning
- learning analytics
- distance learning
- blended learning
- feedback loop
- selective sampling
- e learning
- supervised learning
- semi supervised
- semi supervised learning
- text mining
- pattern recognition
- artificial intelligence
- university level
- computer vision
- explanation based learning
- learning environment
- distance education
- cost sensitive
- learning tasks
- information extraction
- machine learning methods
- machine learning algorithms
- training examples
- high school
- training set
- relevance feedback
- natural language processing
- cooperative learning
- teaching methods
- feature selection
- batch mode
- labeled data
- knowledge acquisition
- computational intelligence