Teaching an Old Log New Tricks with Machine Learning.
Krista SchnellColin PuriPaul MahlerCarl DukatzPublished in: Big Data (2014)
Keyphrases
- machine learning
- learning systems
- human learning
- machine learning methods
- higher education
- data mining
- learning algorithm
- computer vision
- learning process
- thinking skills
- learning problems
- text classification
- information extraction
- computer science
- learning environment
- natural language processing
- online learning
- high school
- machine learning algorithms
- decision trees
- distance learning
- computer programming
- reinforcement learning
- learning design
- learning analytics
- inductive learning
- e learning
- learning tasks
- model selection
- artificial intelligence
- pattern recognition
- explanation based learning
- statistical methods
- teacher education
- information retrieval
- log files
- educational technology
- expert systems
- knowledge acquisition
- knowledge representation