A survey on concept drift in process mining

DMV Sato, SC De Freitas, JP Barddal… - ACM Computing …, 2021 - dl.acm.org
Concept drift in process mining (PM) is a challenge as classical methods assume processes
are in a steady-state, ie, events share the same process version. We conducted a systematic …

Extraction, correlation, and abstraction of event data for process mining

K Diba, K Batoulis, M Weidlich… - … Reviews: Data Mining …, 2020 - Wiley Online Library
Process mining provides a rich set of techniques to discover valuable knowledge of
business processes based on data that was recorded in different types of information …

[책][B] Business process management architectures

M Weske - 2007 - Springer
7 Business Process Management Architectures Page 1 7 Business Process Management
Architectures Following our discussion of the evolution of enterprise systems architectures in …

A study into the factors that influence the understandability of business process models

HA Reijers, J Mendling - … Systems, Man, and Cybernetics-Part A …, 2010 - ieeexplore.ieee.org
Business process models are key artifacts in the development of information systems. While
one of their main purposes is to facilitate communication among stakeholders, little is known …

Conformance checking: foundations, milestones and challenges

J Carmona, B van Dongen, M Weidlich - Process mining handbook, 2022 - Springer
By relating observed and modelled behaviour, conformance checking unleashes the full
power of process mining. Techniques from this discipline enable the analysis of the quality …

Refactoring large process model repositories

B Weber, M Reichert, J Mendling, HA Reijers - Computers in industry, 2011 - Elsevier
With the increasing adoption of process-aware information systems, large process model
repositories have emerged. Typically, the models in such repositories are re-aligned to real …

Business process management–at the crossroads

M Klun, P Trkman - Business Process Management Journal, 2018 - emerald.com
Purpose Business process management (BPM) has attracted much focus throughout the
years, yet there have been calls questioning the future of BPM. The purpose of this paper is …

A comparative survey of business process similarity measures

M Becker, R Laue - Computers in Industry, 2012 - Elsevier
Similarity measures for business process models have been suggested for different
purposes such as measuring compliance between reference and actual models, searching …

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 …

Human and automatic modularizations of process models to enhance their comprehension

HA Reijers, J Mendling, RM Dijkman - Information Systems, 2011 - Elsevier
Modularization is a widely advocated mechanism to manage a business process model's
size and complexity. However, the widespread use of subprocesses in models does not rest …