Process mining put into context

WMP Van Der Aalst, S Dustdar - IEEE Internet Computing, 2012 - ieeexplore.ieee.org
Process mining techniques help organizations discover and analyze business processes
based on raw event data. The recently released" Process Mining Manifesto" presents …

Process mining manifesto

W Van Der Aalst, A Adriansyah… - … Workshops: BPM 2011 …, 2012 - Springer
Process mining techniques are able to extract knowledge from event logs commonly
available in today's information systems. These techniques provide new means to discover …

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 …

Process mining: a research agenda

WMP Van der Aalst, AJMM Weijters - Computers in industry, 2004 - Elsevier
Enterprise information systems support and control operational business processes ranging
from simple internal back-office processes to complex interorganizational processes …

Process discovery: Capturing the invisible

WMP van der Aalst - IEEE Computational Intelligence …, 2010 - ieeexplore.ieee.org
Processes are everywhere. Organizations have business processes to manufacture
products, provide services, purchase goods, handle applications, etc. Also in our daily lives …

How to leverage process mining in organizations-towards process mining capabilities

G Kipping, D Djurica, S Franzoi, T Grisold… - … Conference on Business …, 2022 - Springer
Process mining is a fast-growing technology concerned with managing and improving
business processes. While the technology itself has been thoroughly scrutinized by prior …

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 …

The need for a process mining evaluation framework in research and practice: position paper

A Rozinat, AKA de Medeiros, CW Günther… - … Workshops: BPM 2007 …, 2008 - Springer
Although there has been much progress in developing process mining algorithms in recent
years, no effort has been put in developing a common means of assessing the quality of the …

[PDF][PDF] Rethinking the input for process mining: Insights from the XES survey and workshop

R Accorsi, C Di Ciccio, L Jayarathna… - Process Mining …, 2022 - library.oapen.org
Although the popularity and adoption of process mining techniques grew rapidly in recent
years, a large portion of effort invested in process mining initiatives is still consumed by …

Process Mining for the multi-faceted analysis of business processes—A case study in a financial services organization

J De Weerdt, A Schupp, A Vanderloock, B Baesens - Computers in Industry, 2013 - Elsevier
Most organizations have some kind of process-oriented information system that keeps track
of business events. Process Mining starts from event logs extracted from these systems in …