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: Overview and opportunities

W Van Der Aalst - ACM Transactions on Management Information …, 2012 - dl.acm.org
Over the last decade, process mining emerged as a new research field that focuses on the
analysis of processes using event data. Classical data mining techniques such as …

[图书][B] Data science in action

W Van Der Aalst, W van der Aalst - 2016 - Springer
In recent years, data science emerged as a new and important discipline. It can be viewed
as an amalgamation of classical disciplines like statistics, data mining, databases, and …

Process mining

W Van Der Aalst - Communications of the ACM, 2012 - dl.acm.org
Process mining Page 1 76 CoMMuniCAtionS oF thE ACM | AuguST 2012 | vOL. 55 | NO. 8
contributed articles Doi:10.1145/2240236.2240257 Using real event data to X-ray business …

Workflow mining: Discovering process models from event logs

W Van der Aalst, T Weijters… - IEEE transactions on …, 2004 - ieeexplore.ieee.org
Contemporary workflow management systems are driven by explicit process models, ie, a
completely specified workflow design is required in order to enact a given workflow process …

Business process management: a comprehensive survey

WMP Van der Aalst - International Scholarly Research Notices, 2013 - Wiley Online Library
Business Process Management (BPM) research resulted in a plethora of methods,
techniques, and tools to support the design, enactment, management, and analysis of …

Fuzzy mining–adaptive process simplification based on multi-perspective metrics

CW Günther, WMP Van Der Aalst - International conference on business …, 2007 - Springer
Process Mining is a technique for extracting process models from execution logs. This is
particularly useful in situations where people have an idealized view of reality. Real-life …

The ProM framework: A new era in process mining tool support

BF Van Dongen, AKA de Medeiros… - Applications and Theory …, 2005 - Springer
Under the umbrella of buzzwords such as “Business Activity Monitoring”(BAM) and
“Business Process Intelligence”(BPI) both academic (eg, EMiT, Little Thumb, InWoLvE …

Time prediction based on process mining

WMP Van der Aalst, MH Schonenberg, M Song - Information systems, 2011 - Elsevier
Process mining allows for the automated discovery of process models from event logs.
These models provide insights and enable various types of model-based analysis. This …

Business process mining: An industrial application

WMP Van Der Aalst, HA Reijers, AJMM Weijters… - Information systems, 2007 - Elsevier
Contemporary information systems (eg, WfM, ERP, CRM, SCM, and B2B systems) record
business events in so-called event logs. Business process mining takes these logs to …