A Proposal for Performance-based Assessment of the Learning of Machine Learning Concepts and Practices in K-12.
Christiane Gresse von WangenheimNathalia da Cruz AlvesMarcelo F. RauberJean C. R. HauckIbrahim H. YeterPublished in: Informatics Educ. (2022)
Keyphrases
- machine learning
- learning algorithm
- learning systems
- learning tasks
- supervised learning
- knowledge acquisition
- learning problems
- inductive learning
- active learning
- learning process
- reinforcement learning
- decision trees
- concept learning
- knowledge representation
- statistical learning
- online learning
- explanation based learning
- unsupervised learning
- centered design
- student knowledge
- text classification
- computer science
- natural language
- bayesian networks
- feature selection
- artificial intelligence