Event log preprocessing for process mining: a review

HM Marin-Castro, E Tello-Leal - Applied Sciences, 2021 - mdpi.com
Process Mining allows organizations to obtain actual business process models from event
logs (discovery), to compare the event log or the resulting process model in the discovery …

Conformance checking: a state-of-the-art literature review

S Dunzer, M Stierle, M Matzner, S Baier - Proceedings of the 11th …, 2019 - dl.acm.org
Conformance checking is a set of process mining functions that compare process instances
with a given process model. It identifies deviations between the process instances' actual …

Conformance checking

J Carmona, B van Dongen, A Solti… - … : Springer.[Google Scholar], 2018 - Springer
A model is an artefact to represent a specific concept. It maps properties of the concept into
some abstract representation, driven by the purpose of the model. As such, models …

A general process mining framework for correlating, predicting and clustering dynamic behavior based on event logs

M De Leoni, WMP Van Der Aalst, M Dees - Information Systems, 2016 - Elsevier
Process mining can be viewed as the missing link between model-based process analysis
and data-oriented analysis techniques. Lion׳ s share of process mining research has been …

Balanced multi-perspective checking of process conformance

F Mannhardt, M De Leoni, HA Reijers… - Computing, 2016 - Springer
Organizations maintain process models that describe or prescribe how cases (eg, orders)
are handled. However, reality may not agree with what is modeled. Conformance checking …

A five-level framework for research on process mining

J Vom Brocke, M Jans, J Mendling… - Business & Information …, 2021 - Springer
Process Mining is a novel technology that helps enterprises to better understand their
business processes. Over the last 20 years, intensive research has been conducted into …

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 …

Stochastic process mining: Earth movers' stochastic conformance

SJJ Leemans, WMP van der Aalst, T Brockhoff… - Information Systems, 2021 - Elsevier
Initially, process mining focused on discovering process models from event data, but in
recent years the use and importance of conformance checking has increased. Conformance …

Conformance checking based on multi-perspective declarative process models

A Burattin, FM Maggi, A Sperduti - Expert systems with applications, 2016 - Elsevier
Process mining is a family of techniques that aim at analyzing business process execution
data recorded in event logs. Conformance checking is a branch of this discipline embracing …

[PDF][PDF] Multi-perspective process mining

F Mannhardt - 2018 - research.tue.nl
This thesis is about process mining: the analysis an organization's processes by using
process execution data. During the handling of a case or process instance data about the …