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 …

Cybersecurity analysis via process mining: A systematic literature review

M Macák, L Daubner, MF Sani, B Buhnova - International Conference on …, 2022 - Springer
The digitalization of our society is only possible in secure software systems governing
ongoing critical processes. The understanding of mutual interdependencies of events and …

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 …

[PDF][PDF] Streaming Process Mining.

A Burattin - Process Mining Handbook, 2022 - library.oapen.org
Streaming process mining refers to the set of techniques and tools which have the goal of
processing a stream of data (as opposed to a finite event log). The goal of these techniques …

Action-oriented process mining: bridging the gap between insights and actions

G Park, WMP van der Aalst - Progress in Artificial Intelligence, 2022 - Springer
As business environments become more dynamic and complex, it becomes indispensable
for organizations to objectively analyze business processes, monitor the existing and …

Evaluation goals for online process mining: a concept drift perspective

P Ceravolo, GM Tavares, SB Junior… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Online process mining refers to a class of techniques for analyzing in real-time event
streams generated by the execution of business processes. These techniques are crucial in …

Towards IoT-driven process event log generation for conformance checking in smart factories

R Seiger, F Zerbato, A Burattin… - 2020 IEEE 24th …, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) enables software-based access to vast amounts of data streams
from sensors measuring physical and virtual properties of smart devices and their …

A novel token-based replay technique to speed up conformance checking and process enhancement

A Berti, WMP van der Aalst - Transactions on Petri Nets and Other Models …, 2021 - Springer
Token-based replay used to be the standard way to conduct conformance checking. With the
uptake of more advanced techniques (eg, alignment based), token-based replay got …

Process Mining meets argumentation: Explainable interpretations of low-level event logs via abstract argumentation

B Fazzinga, S Flesca, F Furfaro, L Pontieri - Information Systems, 2022 - Elsevier
Generally, companies and organizations can greatly improve their business processes by
suitably monitoring and analyzing the log data that they gather for these processes in the …