A window of opportunity: Active window tracking for mining work practices

I Beerepoot, D Barenholz, S Beekhuis… - … on Process Mining …, 2023 - ieeexplore.ieee.org
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 …

[PDF][PDF] Declarative process specifications: reasoning, discovery, monitoring

C Di Ciccio, M Montali - Process mining handbook, 2022 - library.oapen.org
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 …

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 …

User behavior mining: A research agenda

JR Rehse, L Abb, G Berg, C Bormann, T Kampik… - Business & Information …, 2024 - Springer
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 …

OCEL (object-centric event log) 2.0 specification

A Berti, I Koren, JN Adams, G Park, B Knopp… - arxiv preprint arxiv …, 2024 - arxiv.org
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 …

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 …

[HTML][HTML] Process mining beyond workflows

WMP van der Aalst, HA Reijers, L Maruster - Computers in Industry, 2024 - Elsevier
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 …

Process mining for unstructured data: Challenges and research directions

A Koschmider, M Aleknonytė-Resch, F Fonger… - arxiv preprint arxiv …, 2023 - arxiv.org
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 …

[HTML][HTML] Optimizing sepsis care through heuristics methods in process mining: A trajectory analysis

A Bakhshi, E Hassannayebi, AH Sadeghi - Healthcare analytics, 2023 - Elsevier
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 …

[HTML][HTML] A petri net approach for business process modeling and simulation

S Medina-Garcia, J Medina-Marin, O Montaño-Arango… - Applied Sciences, 2023 - mdpi.com
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 …