Learning by Design: Structuring and Documenting the Human Choices in Machine Learning Development.
Simon EnniIra AssentPublished in: CoRR (2021)
Keyphrases
- machine learning
- human learning
- design principles
- learning systems
- learning algorithm
- learning process
- learning tasks
- learning problems
- supervised learning
- inductive learning
- reinforcement learning
- active learning
- paradigm shift
- case study
- human factors
- centered design
- design process
- unsupervised learning
- human experts
- learning models
- statistical learning
- design decisions
- longer term
- knowledge acquisition
- background knowledge
- machine learning algorithms
- text classification
- engineering education
- learning methodologies
- interactive learning environments
- learner centred
- game development
- interface design
- product design
- explanation based learning
- inductive inference
- learning design
- user interface