A Principled Approach to Using Machine Learning in Qualitative Education Research.
Alejandra J. MaganaMireille BoutinPublished in: FIE (2018)
Keyphrases
- machine learning
- educational data mining
- quantitative methods
- machine learning methods
- distance learning
- qualitative reasoning
- learning analytics
- computer vision
- learning algorithm
- interactive learning
- quantitative and qualitative
- information and communication technologies
- higher education
- data mining
- distance education
- qualitative and quantitative
- mobile learning
- natural language processing
- learning systems
- explanation based learning
- machine learning approaches
- university level
- inductive learning
- knowledge representation
- qualitative information
- learning tasks
- pattern recognition
- support vector machine
- information technology
- data analysis
- serious games
- e learning
- web based learning
- decision trees
- young students
- artificial intelligence
- learning sciences
- feature selection
- inductive logic programming
- collaborative learning
- knowledge discovery
- reinforcement learning