Replaying history on process models for conformance checking and performance analysis

W Van der Aalst, A Adriansyah… - … Reviews: Data Mining …, 2012 - Wiley Online Library
Process mining techniques use event data to discover process models, to check the
conformance of predefined process models, and to extend such models with information …

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 …

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 …

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 …

Conformance checking using cost-based fitness analysis

A Adriansyah, BF van Dongen… - 2011 ieee 15th …, 2011 - ieeexplore.ieee.org
The growing complexity of processes in many organizations stimulates the adoption of
business process analysis techniques. Typically, such techniques are based on process …

Balanced multi-perspective checking of process conformance

F Mannhardt, M De Leoni, HA Reijers… - Computing, 2016 - Springer
Organizations maintain process models that describe or prescribe how cases (eg, orders)
are handled. However, reality may not agree with what is modeled. Conformance checking …

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 …

Workflow mining: A survey of issues and approaches

WMP Van der Aalst, BF Van Dongen, J Herbst… - Data & knowledge …, 2003 - Elsevier
Many of today's information systems are driven by explicit process models. Workflow
management systems, but also ERP, CRM, SCM, and B2B, are configured on the basis of a …

Quality dimensions in process discovery: The importance of fitness, precision, generalization and simplicity

JCAM Buijs, BF van Dongen… - International Journal of …, 2014 - World Scientific
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 …

Rediscovering workflow models from event-based data using little thumb

AJMM Weijters… - Integrated Computer …, 2003 - content.iospress.com
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 …