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 …

Using machine learning in business process re-engineering

Y Al-Anqoudi, A Al-Hamdani, M Al-Badawi… - Big Data and Cognitive …, 2021 - mdpi.com
A business process re-engineering value in improving the business process is undoubted.
Nevertheless, it is incredibly complex, time-consuming and costly. This study aims to review …

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 …

Quality-informed semi-automated event log generation for process mining

R Andrews, CGJ van Dun, MT Wynn, W Kratsch… - Decision Support …, 2020 - Elsevier
Process mining, as with any form of data analysis, relies heavily on the quality of input data
to generate accurate and reliable results. A fit-for-purpose event log nearly always requires …

[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 …

An interactive method for detection of process activity executions from IoT data

R Seiger, M Franceschetti, B Weber - Future Internet, 2023 - mdpi.com
The increasing number of IoT devices equipped with sensors and actuators pervading every
domain of everyday life allows for improved automated monitoring and analysis of …

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 …

Conformance checking over uncertain event data

M Pegoraro, MS Uysal, WMP van der Aalst - Information Systems, 2021 - Elsevier
The strong impulse to digitize processes and operations in companies and enterprises have
resulted in the creation and automatic recording of an increasingly large amount of process …

Guided process discovery–a pattern-based approach

F Mannhardt, M de Leoni, HA Reijers… - Information systems, 2018 - Elsevier
Process mining techniques analyze processes based on events stored in event logs. Yet,
low-level events recorded by information systems may not directly match high-level activities …

From event streams to process models and back: Challenges and opportunities

P Soffer, A Hinze, A Koschmider, H Ziekow… - Information Systems, 2019 - Elsevier
The domains of complex event processing (CEP) and business process management (BPM)
have different origins but for many aspects draw on similar concepts. While specific …