Grounding Interactive Machine Learning Tool Design in How Non-Experts Actually Build Models.
Qian YangJina SuhNan-Chen ChenGonzalo A. RamosPublished in: Conference on Designing Interactive Systems (2018)
Keyphrases
- machine learning
- modeling tool
- design tools
- machine learning methods
- machine learning approaches
- statistical models
- decision trees
- model selection
- design space
- probabilistic model
- experimental data
- user friendly
- virtual reality
- machine learning algorithms
- computer vision
- information extraction
- active learning
- user interface
- artificial neural networks
- design process
- reinforcement learning
- case study
- design decisions
- machine learning models
- interaction design
- interactive systems
- graphical interface
- user centered
- pattern recognition
- learning models
- metamodel
- computer aided
- prior knowledge
- learning systems