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 …
logs (discovery), to compare the event log or the resulting process model in the discovery …
Conformance checking: a state-of-the-art literature review
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 …
with a given process model. It identifies deviations between the process instances' actual …
Conformance checking
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 …
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 …
and data-oriented analysis techniques. Lion׳ s share of process mining research has been …
Balanced multi-perspective checking of process conformance
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 …
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 …
business processes. Over the last 20 years, intensive research has been conducted into …
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 …
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 …
recent years the use and importance of conformance checking has increased. Conformance …
Conformance checking based on multi-perspective declarative process models
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 …
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 …
process execution data. During the handling of a case or process instance data about the …