Process mining: Overview and outlook of petri net discovery algorithms

BF Van Dongen, AK Alves de Medeiros… - Transactions on Petri Nets …, 2009 - Springer
Within the research domain of process mining, process discovery aims at constructing a
process model as an abstract representation of an event log. The goal is to build a model …

Partial-order-based process mining: a survey and outlook

SJJ Leemans, SJ van Zelst, X Lu - Knowledge and Information Systems, 2023 - Springer
The field of process mining focuses on distilling knowledge of the (historical) execution of a
process based on the operational event data generated and stored during its execution …

The ProM framework: A new era in process mining tool support

BF Van Dongen, AKA de Medeiros… - Applications and Theory …, 2005 - Springer
Under the umbrella of buzzwords such as “Business Activity Monitoring”(BAM) and
“Business Process Intelligence”(BPI) both academic (eg, EMiT, Little Thumb, InWoLvE …

Mining process models with non-free-choice constructs

L Wen, WMP Van Der Aalst, J Wang, J Sun - Data Mining and Knowledge …, 2007 - Springer
Process mining aims at extracting information from event logs to capture the business
process as it is being executed. Process mining is particularly useful in situations where …

A multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

J De Weerdt, M De Backer, J Vanthienen, B Baesens - Information systems, 2012 - Elsevier
Process mining is the research domain that is dedicated to the a posteriori analysis of
business process executions. The techniques developed within this research area are …

The case for process mining in auditing: Sources of value added and areas of application

M Jans, M Alles, M Vasarhelyi - International journal of accounting …, 2013 - Elsevier
Process mining aims to extract knowledge from the event logs maintained by a company's
ERP system. The objective of this paper is to make the case for why internal and external …

[PDF][PDF] Genetic process mining

AKA De Medeiros - 2006 - research.tue.nl
Nowadays, most organizations use information systems to support the execution of their
business processes [37]. Examples of information systems supporting operational processes …

Process mining in flexible environments

CW Günther - 2009 - research.tue.nl
Processes are an integral part of nearly all organizations, driving their daily operations and
support activities. Increasingly, these business processes are supported by some …

Towards comprehensive support for privacy preservation cross-organization business process mining

C Liu, H Duan, Q Zeng, M Zhou, F Lu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
More and more business requirements are crossing organizational boundaries. There
comes the cross-organization business process management, and its modeling is a …

Process mining: from theory to practice

CJ Turner, A Tiwari, R Olaiya, Y Xu - Business process management …, 2012 - emerald.com
Purpose–The purpose of this paper is to present a comparison of a number of business
process mining tools currently available in the UK market. An outline of the practice of …