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A window of opportunity: Active window tracking for mining work practices
The field of process mining has evolved from discovering single work processes towards
providing broad insights into peoples' work practices. Existing techniques can be used to …
providing broad insights into peoples' work practices. Existing techniques can be used to …
[PDF][PDF] Declarative process specifications: reasoning, discovery, monitoring
The declarative specification of business processes is based upon the elicitation of
behavioural rules that constrain the legal executions of the process. The carry-out of the …
behavioural rules that constrain the legal executions of the process. The carry-out of the …
Object-centric process mining: unraveling the fabric of real processes
WMP van der Aalst - Mathematics, 2023 - mdpi.com
Traditional approaches for process modeling and process analysis tend to focus on one type
of object (also referred to as cases or instances), and each event refers to precisely one …
of object (also referred to as cases or instances), and each event refers to precisely one …
User behavior mining: A research agenda
Studying the behavior of users in software systems has become an essential task for
software vendors who want to mitigate usability problems and identify automation potentials …
software vendors who want to mitigate usability problems and identify automation potentials …
OCEL (object-centric event log) 2.0 specification
Object-Centric Event Logs (OCELs) form the basis for Object-Centric Process Mining
(OCPM). OCEL 1.0 was first released in 2020 and triggered the development of a range of …
(OCPM). OCEL 1.0 was first released in 2020 and triggered the development of a range of …
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 …
process dynamics. Nevertheless, the imperative to employ process mining to enhance …
[HTML][HTML] Process mining beyond workflows
After two decades of research and development, process mining techniques are now
recognized as essential analysis tools, as they have their own Gartner Magic Quadrant. The …
recognized as essential analysis tools, as they have their own Gartner Magic Quadrant. The …
Process mining for unstructured data: Challenges and research directions
The application of process mining for unstructured data might significantly elevate novel
insights into disciplines where unstructured data is a common data format. To efficiently …
insights into disciplines where unstructured data is a common data format. To efficiently …
[HTML][HTML] Optimizing sepsis care through heuristics methods in process mining: A trajectory analysis
Process mining can help acquire insightful knowledge and heighten the system's
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …
performance. In this study, we surveyed the trajectories of 1050 sepsis patients in a regional …
[HTML][HTML] A petri net approach for business process modeling and simulation
A business process is a set of activities executed in a specific sequence involving various
actors. This relationship between actors, activities, and sequence is crucial for achieving the …
actors. This relationship between actors, activities, and sequence is crucial for achieving the …