Process mining techniques and applications–A systematic mapping study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …

Process mining for healthcare: Characteristics and challenges

J Munoz-Gama, N Martin, C Fernandez-Llatas… - Journal of Biomedical …, 2022 - Elsevier
Process mining techniques can be used to analyse business processes using the data
logged during their execution. These techniques are leveraged in a wide range of domains …

[图书][B] Enabling flexibility in process-aware information systems: challenges, methods, technologies

M Reichert, B Weber - 2012 - Springer
Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies
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Business process mining: An industrial application

WMP Van Der Aalst, HA Reijers, AJMM Weijters… - Information systems, 2007 - Elsevier
Contemporary information systems (eg, WfM, ERP, CRM, SCM, and B2B systems) record
business events in so-called event logs. Business process mining takes these logs to …

Trace clustering in process mining

M Song, CW Günther, WMP Van der Aalst - … 1-4, 2008. Revised Papers 6, 2009 - Springer
Process mining has proven to be a valuable tool for analyzing operational process
executions based on event logs. Existing techniques perform well on structured processes …

Application of process mining in healthcare–a case study in a dutch hospital

RS Mans, MH Schonenberg, M Song… - … BIOSTEC 2008 Funchal …, 2009 - Springer
To gain competitive advantage, hospitals try to streamline their processes. In order to do so,
it is essential to have an accurate view of the “careflows” under consideration. In this paper …

Multi-dimensional event data in graph databases

S Esser, D Fahland - Journal on Data Semantics, 2021 - Springer
Process event data is usually stored either in a sequential process event log or in a
relational database. While the sequential, single-dimensional nature of event logs aids …

Towards comprehensive support for organizational mining

M Song, WMP Van der Aalst - Decision support systems, 2008 - Elsevier
Process mining has emerged as a way to analyze processes based on the event logs of the
systems that support them. Today's information systems (eg, ERP systems) log all kinds of …

Recommendations for enhancing the usability and understandability of process mining in healthcare

N Martin, J De Weerdt, C Fernández-Llatas… - Artificial Intelligence in …, 2020 - Elsevier
Healthcare organizations are confronted with challenges including the contention between
tightening budgets and increased care needs. In the light of these challenges, they are …