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 …

Validation and verification of smart contracts: A research agenda

D Magazzeni, P McBurney, W Nash - Computer, 2017 - ieeexplore.ieee.org
Smart contracts might encode legal contracts written in natural language to represent the
contracting parties' shared understandings and intentions. The issues and research …

Comprehensible predictive models for business processes

D Breuker, M Matzner, P Delfmann, J Becker - Mis Quarterly, 2016 - JSTOR
Predictive modeling approaches in business process management provide a way to
streamline operational business processes. For instance, they can warn decision makers …

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 multi-dimensional quality assessment of state-of-the-art process discovery algorithms using real-life event logs

J De Weerdt, M De Backer, J Vanthienen, B Baesens - Information systems, 2012 - Elsevier
Process mining is the research domain that is dedicated to the a posteriori analysis of
business process executions. The techniques developed within this research area are …

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 …

[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 …

A survey of approaches for event sequence analysis and visualization

A Yeshchenko, J Mendling - Information Systems, 2024 - Elsevier
Event sequence data is increasingly available. Many business operations are supported by
information systems that record transactions, events, state changes, message exchanges …

Model repair—aligning process models to reality

D Fahland, WMP Van Der Aalst - Information Systems, 2015 - Elsevier
Process mining techniques relate observed behavior (ie, event logs) to modeled behavior
(eg, a BPMN model or a Petri net). Process models can be discovered from event logs and …

Bridging abstraction layers in process mining

T Baier, J Mendling, M Weske - Information Systems, 2014 - Elsevier
While the maturity of process mining algorithms increases and more process mining tools
enter the market, process mining projects still face the problem of different levels of …