Active Learning for Improving Machine Learning of Student Explanatory Essays.
Peter M. HastingsSimon HughesMary Anne BrittPublished in: AIED (1) (2018)
Keyphrases
- active learning
- machine learning
- learning process
- learning algorithm
- learning strategies
- machine learning methods
- learning environment
- supervised learning
- machine learning algorithms
- training set
- selective sampling
- computational intelligence
- random sampling
- online course
- experimental design
- pattern recognition
- online learning
- student learning
- semi supervised
- student model
- data mining
- high school students
- cost sensitive
- learning tasks
- statistical methods
- undergraduate students
- active learning strategies
- decision trees
- natural language
- unlabeled data
- text classification
- text mining
- learning systems
- natural language processing
- relevance feedback
- ensemble methods
- artificial intelligence
- computer vision
- computer science
- knowledge discovery
- inductive learning
- learning styles
- training examples
- transfer learning
- learning experience