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 …

Process mining in healthcare: a systematised literature review

M Ghasemi, D Amyot - International Journal of Electronic …, 2016 - inderscienceonline.com
Process mining is a promising approach that turns event logs into valuable insights about
processes. One domain amenable to process mining is healthcare, where an enormous …

From event logs to goals: a systematic literature review of goal-oriented process mining

M Ghasemi, D Amyot - Requirements Engineering, 2020 - Springer
Process mining helps infer valuable insights about business processes using event logs,
whereas goal modeling focuses on the representation and analysis of competing goals of …

Process mining on noisy logs—Can log sanitization help to improve performance?

HJ Cheng, A Kumar - Decision Support Systems, 2015 - Elsevier
Process mining techniques are designed to read process logs and extract process models
from them. However, real world logs are often noisy and such logs produce bad, spaghetti …

[PDF][PDF] Turning Big Data into Value: A Literature Review on Business Value Realization from Process Mining.

J Eggers, A Hein - ECIS, 2020 - researchgate.net
In recent years, process mining has emerged as the leading Big Data technology for
business process analysis. By extracting knowledge from event logs readily available in …

Optimal process mining for large and complex event logs

M Prodel, V Augusto, B Jouaneton… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
This paper addresses the problem of process discovery from large and complex event logs.
We depart from the existing literature and formulate the problem of optimal process …

Process discovery from dependence-complete event logs

W Song, HA Jacobsen, C Ye… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Process mining, especially process discovery, has been utilized to extract process models
from event logs. One challenge faced by process discovery is to identify concurrency …

[PDF][PDF] Metrics in process discovery

FR Blum - Tech. Rep. Technical Report TR/DCC-2015–6 …, 2015 - dcc.uchile.cl
The field of process mining aims at extracting knowledge from event logs. It has caught the
attention of many developers, scientists, researchers and organizations that conform an …

Automating process discovery through meta-learning

GM Tavares, SB Junior, E Damiani - International Conference on …, 2022 - Springer
Analyzing event logs generated during the execution of digital processes, organizations can
monitor the behavior of dysfunctional or unspecified processes. For achieving the most …

Process mining perspectives in software engineering: A systematic literature review

SJ Urrea-Contreras, BL Flores-Rios… - 2021 Mexican …, 2021 - ieeexplore.ieee.org
In the last decade, Process Mining has established as an emerging discipline for being
oriented to the discovery, monitoring, and improvement of processes. This article presents …