Towards Privacy-Preserving Process Mining in Healthcare.
Anastasiia PikaMoe Thandar WynnStephanus BudionoArthur H. M. ter HofstedeWil M. P. van der AalstHajo A. ReijersPublished in: Business Process Management Workshops (2019)
Keyphrases
- privacy preserving
- process mining
- clinical pathway
- process model
- event logs
- privacy preserving data mining
- business process
- business processes
- vertically partitioned data
- privacy preservation
- formal concept analysis
- data privacy
- privacy sensitive
- private data
- horizontally partitioned data
- differential privacy
- sensitive data
- multi party
- private information
- privacy concerns
- sensitive information
- preserving privacy
- information systems
- real world
- data perturbation
- privacy protection
- privacy guarantees
- distributed systems
- data structure
- scalar product
- machine learning