Addressing UX Practitioners' Challenges in Designing ML Applications: an Interactive Machine Learning Approach.
K. J. Kevin FengDavid W. McDonaldPublished in: IUI (2023)
Keyphrases
- machine learning
- data mining
- real world
- user experience
- lessons learned
- maximum likelihood
- user interaction
- designing effective
- user friendly
- pattern recognition
- cutting edge
- key issues
- inductive logic programming
- text mining
- learning algorithm
- interactive systems
- machine learning algorithms
- inductive learning
- feature selection
- machine learning methods
- technical challenges
- academic community
- support vector machine
- computer graphics
- text classification
- learning tasks
- artificial intelligence
- natural language processing
- computer science
- health informatics
- open issues
- information retrieval
- machine learning approaches
- virtual reality
- decision trees
- knowledge acquisition
- computational intelligence
- supervised learning
- information technology