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Notice détaillée

Privacy and Confidentiality in Process Mining

Threats and Research Challenges

Article Ecrit par: Elkoumy, Gamal ; Fahrenkrog-Petersen, Stephan A. ; Fani Sani, Mohammadreza ; Koschmider, Agnes ; Mannhardt, Felix ; Von Voigt, Saskia Nunez ; Rafiei, Majid ; Waldthausen, Leopold Von ;

Résumé: Privacy and confidentiality are very important prerequisites for applying processmining to complywith regulations and keep company secrets. This article provides a foundation for future research on privacy-preserving and confidential process mining techniques. Main threats are identified and related to a motivation application scenario in a hospital context as well as to the current body of work on privacy and confidentiality in processmining. A newly developed conceptual model structures the discussion that existing techniques leave room for improvement. This results in a number of important research challenges that should be addressed by future process mining research.


Langue: Anglais