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Replaying history on process models for conformance checking and performance analysis
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 …
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 …
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 …
completely specified workflow design is required in order to enact a given workflow process …
Conformance checking of processes based on monitoring real behavior
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 …
business processes in some form. On the one hand these systems typically log events (eg …
Conformance checking using cost-based fitness analysis
The growing complexity of processes in many organizations stimulates the adoption of
business process analysis techniques. Typically, such techniques are based on process …
business process analysis techniques. Typically, such techniques are based on process …
Balanced multi-perspective checking of process conformance
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 …
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 …
from simple internal back-office processes to complex interorganizational processes …
Workflow mining: A survey of issues and approaches
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 …
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
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 …
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 …
completely specified workflow design is required in order to enact a given workflow process …