Using sensitive personal data may be necessary for avoiding discrimination in data-driven decision models.
Indre ZliobaiteBart CustersPublished in: Artif. Intell. Law (2016)
Keyphrases
- decision models
- personal data
- data driven
- personal information
- influence diagrams
- decision model
- privacy preserving
- decision theoretic
- privacy protection
- service providers
- model construction
- data collection
- third party
- expected utility
- data privacy
- privacy concerns
- learning algorithm
- probabilistic reasoning
- sensitivity analysis
- decision problems
- feature selection
- decision making
- probabilistic inference
- social networking
- data management
- evolutionary algorithm
- bayesian networks
- database