A survey on concept drift in process mining
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 …
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
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 …
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 …
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
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 …
one of their main purposes is to facilitate communication among stakeholders, little is known …
Conformance checking: foundations, milestones and challenges
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 …
power of process mining. Techniques from this discipline enable the analysis of the quality …
Refactoring large process model repositories
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 …
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 …
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 …
purposes such as measuring compliance between reference and actual models, searching …
Partial-order-based process mining: a survey and outlook
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 …
process based on the operational event data generated and stored during its execution …
Human and automatic modularizations of process models to enhance their comprehension
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 …
size and complexity. However, the widespread use of subprocesses in models does not rest …