Automated discovery of process models from event logs: Review and benchmark
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 …
[BOOK][B] Fundamentals of business process management
Business processes represent one of the core assets of organisations for many reasons.
They have direct impact on the attractiveness of products and services, influence customer …
They have direct impact on the attractiveness of products and services, influence customer …
Process mining: a 360 degree overview
WMP van der Aalst - Process Mining Handbook, 2022 - Springer
Process mining enables organizations to uncover their actual processes, provide insights,
diagnose problems, and automatically trigger corrective actions. Process mining is an …
diagnose problems, and automatically trigger corrective actions. Process mining is an …
[BOOK][B] What is Enterprise ontology?
JLG Dietz - 2006 - Springer
Enterprise ontology is a novel subject, and writing a book on this novel subject puts the
author under the obligation to provide at least two kinds of explanation. One explanation …
author under the obligation to provide at least two kinds of explanation. One explanation …
Event log preprocessing for process mining: a review
Process Mining allows organizations to obtain actual business process models from event
logs (discovery), to compare the event log or the resulting process model in the discovery …
logs (discovery), to compare the event log or the resulting process model in the discovery …
Discovering object-centric Petri nets
Techniques to discover Petri nets from event data assume precisely one case identifier per
event. These case identifiers are used to correlate events, and the resulting discovered Petri …
event. These case identifiers are used to correlate events, and the resulting discovered Petri …
Process mining for self-regulated learning assessment in e-learning
Content assessment has broadly improved in e-learning scenarios in recent decades.
However, the e-Learning process can give rise to a spatial and temporal gap that poses …
However, the e-Learning process can give rise to a spatial and temporal gap that poses …
Split miner: automated discovery of accurate and simple business process models from event logs
The problem of automated discovery of process models from event logs has been
intensively researched in the past two decades. Despite a rich field of proposals, state-of-the …
intensively researched in the past two decades. Despite a rich field of proposals, state-of-the …
Concurrency and objects matter! Disentangling the fabric of real operational processes to create digital twins
WMP van der Aalst - Theoretical Aspects of Computing–ICTAC 2021: 18th …, 2021 - Springer
Process mining dramatically changed the way we look at process models and operational
processes. Even seemingly simple processes like Purchase-to-Pay (P2P) and Order-to …
processes. Even seemingly simple processes like Purchase-to-Pay (P2P) and Order-to …
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