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 …
and to help capture the more significant findings during real execution rather than, those …
Automated discovery of process models from event logs: Review and benchmark
A Augusto, R Conforti, M Dumas… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Process mining allows analysts to exploit logs of historical executions of business processes
to extract insights regarding the actual performance of these processes. One of the most …
to extract insights regarding the actual performance of these processes. One of the most …
Process science in action: A literature review on process mining in business management
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …
Process Science techniques for analysing and improving business processes. Although …
Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs
Process-oriented data mining (process mining) uses algorithms and data (in the form of
event logs) to construct models that aim to provide insights into organisational processes …
event logs) to construct models that aim to provide insights into organisational processes …
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 …
analysis of processes using event data. Classical data mining techniques such as …
[图书][B] Enabling flexibility in process-aware information systems: challenges, methods, technologies
M Reichert, B Weber - 2012 - Springer
Enabling Flexibility in Process-Aware Information Systems: Challenges, Methods, Technologies
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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 …
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 …
particularly useful in situations where people have an idealized view of reality. Real-life …
On the role of fitness, precision, generalization and simplicity in process discovery
JCAM Buijs, BF Van Dongen… - On the Move to …, 2012 - Springer
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 …
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 …
“Business Process Intelligence”(BPI) both academic (eg, EMiT, Little Thumb, InWoLvE …