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 …

A review of business process mining: state‐of‐the‐art and future trends

A Tiwari, CJ Turner, B Majeed - Business Process Management …, 2008 - emerald.com
Purpose–This paper seeks to examine the area of business process mining, providing an
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …

Discovering block-structured process models from event logs-a constructive approach

SJJ Leemans, D Fahland… - Application and Theory of …, 2013 - Springer
Process discovery is the problem of, given a log of observed behaviour, finding a process
model that 'best'describes this behaviour. A large variety of process discovery algorithms …

Discovering block-structured process models from event logs containing infrequent behaviour

SJJ Leemans, D Fahland… - … Workshops: BPM 2013 …, 2014 - Springer
Given an event log describing observed behaviour, process discovery aims to find a process
model that 'best'describes this behaviour. A large variety of process discovery algorithms …

Conformance checking of processes based on monitoring real behavior

A Rozinat, WMP Van der Aalst - Information Systems, 2008 - Elsevier
Many companies have adopted Process-aware Information Systems (PAIS) to support their
business processes in some form. On the one hand these systems typically log events (eg …

On the role of fitness, precision, generalization and simplicity in process discovery

JCAM Buijs, BF Van Dongen… - On the Move to …, 2012 - Springer
Process discovery algorithms typically aim at discovering process models from event logs
that best describe the recorded behavior. Often, the quality of a process discovery algorithm …

Process mining: a two-step approach to balance between underfitting and overfitting

WMP Van der Aalst, V Rubin, HMW Verbeek… - Software & Systems …, 2010 - Springer
Process mining includes the automated discovery of processes from event logs. Based on
observed events (eg, activities being executed or messages being exchanged) a process …

Genetic process mining: an experimental evaluation

AKA de Medeiros, AJMM Weijters… - Data mining and …, 2007 - Springer
One of the aims of process mining is to retrieve a process model from an event log. The
discovered models can be used as objective starting points during the deployment of …

Wanna improve process mining results?

RPJC Bose, RS Mans… - 2013 IEEE symposium …, 2013 - ieeexplore.ieee.org
The growing interest in process mining is fueled by the increasing availability of event data.
Process mining techniques use event logs to automatically discover process models, check …

Towards comprehensive support for organizational mining

M Song, WMP Van der Aalst - Decision support systems, 2008 - Elsevier
Process mining has emerged as a way to analyze processes based on the event logs of the
systems that support them. Today's information systems (eg, ERP systems) log all kinds of …