Privacy and confidentiality in process mining: Threats and research challenges

G Elkoumy, SA Fahrenkrog-Petersen, MF Sani… - ACM Transactions on …, 2021 - dl.acm.org
Privacy and confidentiality are very important prerequisites for applying process mining to
comply with regulations and keep company secrets. This article provides a foundation for …

Opportunities and challenges for applying process mining in healthcare: a systematic map** study

MR Dallagassa, C dos Santos Garcia… - Journal of ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …

A five-level framework for research on process mining

J Vom Brocke, M Jans, J Mendling… - Business & Information …, 2021 - Springer
Process Mining is a novel technology that helps enterprises to better understand their
business processes. Over the last 20 years, intensive research has been conducted into …

Adoption, use and management of process mining in practice

T Grisold, J Mendling, M Otto… - Business Process …, 2021 - emerald.com
Purpose This study explores how process managers perceive the adoption, use and
management of process mining in practice. While research in process mining predominantly …

Privacy-preserving process mining in healthcare

A Pika, MT Wynn, S Budiono… - International journal of …, 2020 - mdpi.com
Process mining has been successfully applied in the healthcare domain and has helped to
uncover various insights for improving healthcare processes. While the benefits of process …

[PDF][PDF] A Delimitation of Data Sovereignty from Digital and Technological Sovereignty.

M Hellmeier, F von Scherenberg - ECIS, 2023 - researchgate.net
Digital technology significantly impacts our everyday social lives and how we conduct
business. This development results in abundant new data generated by people and …

[HTML][HTML] Group-based privacy preservation techniques for process mining

M Rafiei, WMP van der Aalst - Data & Knowledge Engineering, 2021 - Elsevier
Process mining techniques help to improve processes using event data. Such data are
widely available in information systems. However, they often contain highly sensitive …

A survey of the fusion of traditional data security technology and blockchain

Y Xu, G Xu, Y Liu, Y Liu, M Shen - Expert Systems with Applications, 2024 - Elsevier
Blockchain is a new distributed infrastructure and computing paradigm, which has been
widely used in various fields. For example, utilizing a chain data structure to verify and …

No longer out of sight, no longer out of mind? How organizations engage with process mining-induced transparency to achieve increased process awareness

J Eggers, A Hein, M Böhm, H Krcmar - Business & Information Systems …, 2021 - Springer
In recent years, process mining has emerged as the leading big data technology for
business process analysis. By extracting knowledge from event logs in information systems …

Improving Process Mining Maturity–From Intentions to Actions

J Brock, K Brennig, B Löhr, C Bartelheimer… - Business & Information …, 2024 - Springer
Process mining is advancing as a powerful tool for revealing valuable insights about
process dynamics. Nevertheless, the imperative to employ process mining to enhance …