Analyzing Attributes of Successful Learners by Using Machine Learning in an Undergraduate Computer Course.
Chia-Yin KoFang-Yie LeuPublished in: AINA (2018)
Keyphrases
- machine learning
- learning systems
- undergraduate students
- computer science
- machine learning methods
- learning resources
- learning environment
- learning experience
- pattern recognition
- machine intelligence
- language learning
- learning materials
- young students
- medical students
- e learning
- learning activities
- machine learning algorithms
- learning outcomes
- learning process
- decision trees
- language learners
- natural language processing
- attribute values
- feature selection
- collaborative learning
- computer technology
- text mining
- computer systems
- social learning
- learning algorithm
- data analysis
- data mining
- learning styles
- knowledge discovery
- computer vision
- learning scenarios
- learning processes
- inductive logic programming
- pedagogical agents
- learning tasks
- lifelong learning
- foreign language
- college level
- artificial intelligence
- chemical engineering
- learning strategies