Opening the Machine Learning Black Box for Multidisciplinary Students: Scaffolding from GUI to Coding.
Mariana ArboledaCamilo VieiraJennifer L. ChiuPublished in: FIE (2023)
Keyphrases
- black box
- machine learning
- learning environment
- collaborative learning
- test cases
- cognitive apprenticeship
- meta cognitive
- student learning
- black boxes
- computer science
- knowledge construction
- learning outcomes
- inquiry learning
- e learning
- learning experience
- concept maps
- high school students
- learning styles
- white box
- pilot study
- integration testing
- hybrid systems
- cognitive skills
- intelligent tutoring systems
- concept mapping
- computer based learning environments
- learning algorithm
- learning activities
- computational intelligence
- learning process
- open ended
- interactive learning environments
- white box testing
- feature selection
- user interface
- cross disciplinary
- helping students
- artificial intelligence
- tutoring system
- collaborative inquiry
- science education
- data sets
- higher education
- test set
- decision trees