Creating Persona Skeletons from Imbalanced Datasets - A Case Study using U.S. Older Adults' Health Data.
Haining ZhuHongjian WangJohn M. CarrollPublished in: Conference on Designing Interactive Systems (2019)
Keyphrases
- older adults
- imbalanced datasets
- health data
- health care
- cost sensitive learning
- class distribution
- class imbalance
- sampling methods
- training dataset
- decision trees
- ensemble methods
- temporal databases
- electronic health records
- smart home
- user groups
- feature selection algorithms
- assistive technology
- computer literacy
- cost sensitive
- ambient assisted living
- patient care
- user centered
- training data
- information systems