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 …
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 …
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 …
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 …
Process mining is a fast-growing technology concerned with managing and improving business processes. While the technology itself has been thoroughly scrutinized by prior …
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 …
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 …
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 …
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 …