Hybrid Intelligence: to automate or not to automate, that is the question

WMP Van Der Aalst - … Journal of Information Systems and Project …, 2021 - aisel.aisnet.org
There used to be a clear separation between tasks done by machines and tasks done by
people. Applications of machine learning in speech recognition (eg, Alexa and Siri), image …

[PDF][PDF] Bringing light into the darkness-A systematic literature review on explainable predictive business process monitoring techniques

M Stierle - 2021 - researchgate.net
Predictive business process monitoring (PBPM) provides a set of techniques to perform
different predic tion tasks in running business processes, such as the next activity, the …

Process prediction with digital twins

T Brockhoff, M Heithoff, I Koren… - 2021 ACM/IEEE …, 2021 - ieeexplore.ieee.org
Process discovery from event logs as well as process prediction using process models at
runtime are increasingly important aspects to improve the operation of digital twins of …

Realizing a digital twin of an organization using action-oriented process mining

G Park, WMP Van Der Aalst - 2021 3rd international conference …, 2021 - ieeexplore.ieee.org
A Digital Twin of an Organization (DTO) is a mirrored representation of an organization,
aiming to improve the business process of the organization by providing a transparent view …

Action-oriented process mining: bridging the gap between insights and actions

G Park, WMP van der Aalst - Progress in Artificial Intelligence, 2022 - Springer
As business environments become more dynamic and complex, it becomes indispensable
for organizations to objectively analyze business processes, monitor the existing and …

Monitoring constraints and metaconstraints with temporal logics on finite traces

G De Giacomo, R De Masellis, FM Maggi… - ACM Transactions on …, 2022 - dl.acm.org
Runtime monitoring is a central operational decision support task in business process
management. It helps process executors to check on-the-fly whether a running process …

Pattern-based action engine: Generating process management actions using temporal patterns of process-centric problems

G Park, D Schuster, WMP van der Aalst - Computers in Industry, 2023 - Elsevier
As business environments become more competitive, organizations strive to improve their
business processes to reduce costs and increase quality and productivity. As process …

Develo** and Evolving a Digital Twin of the Organization

F Edrisi, D Perez-Palacin, M Caporuscio… - IEEE Access, 2024 - ieeexplore.ieee.org
Digital Twin of the Organization (DTO) is a relatively new concept that emerged to help
managers have a full understanding of their organization and realize their objectives …

Progressing from process mining insights to process improvement: challenges and recommendations

V Stein Dani, H Leopold, JMEM van der Werf… - … on Enterprise Design …, 2023 - Springer
Many organizations have adopted process mining to analyze their business processes, gain
insights into their performance, and identify improvement opportunities. Several academic …

Towards reliable business process simulation: a framework to integrate ERP systems

G Park, WMP van der Aalst - International Conference on Business …, 2021 - Springer
A digital twin of an organization (DTO) is a digital replication of an organization used to
analyze weaknesses in business processes and support operational decision-making by …