Process mining techniques and applications–A systematic mapping study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

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 …

Process mining for healthcare: Characteristics and challenges

J Munoz-Gama, N Martin, C Fernandez-Llatas… - Journal of Biomedical …, 2022 - Elsevier
Process mining techniques can be used to analyse business processes using the data
logged during their execution. These techniques are leveraged in a wide range of domains …

Mining theory-based patterns from Big data: Identifying self-regulated learning strategies in Massive Open Online Courses

J Maldonado-Mahauad, M Pérez-Sanagustín… - Computers in Human …, 2018 - Elsevier
Big data in education offers unprecedented opportunities to support learners and advance
research in the learning sciences. Analysis of observed behaviour using computational …

PM: a process mining project methodology

ML Van Eck, X Lu, SJJ Leemans… - … conference on advanced …, 2015 - Springer
Process mining aims to transform event data recorded in information systems into
knowledge of an organisation's business processes. The results of process mining analysis …

Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs

S Suriadi, R Andrews, AHM ter Hofstede, MT Wynn - Information systems, 2017 - Elsevier
Process-oriented data mining (process mining) uses algorithms and data (in the form of
event logs) to construct models that aim to provide insights into organisational processes …

[图书][B] Process mining in healthcare: evaluating and exploiting operational healthcare processes

Healthcare costs have increased dramatically and the demand for highquality care will only
grow in our aging society. At the same time, more event data are being collected about care …

Systematic mapping of process mining studies in healthcare

TG Erdogan, A Tarhan - IEEE Access, 2018 - ieeexplore.ieee.org
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …

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 …