Partial-order-based process mining: a survey and outlook

SJJ Leemans, SJ van Zelst, X Lu - Knowledge and Information Systems, 2023 - Springer
The field of process mining focuses on distilling knowledge of the (historical) execution of a
process based on the operational event data generated and stored during its execution …

[图书][B] Fundamentals of business process management

M Dumas, LM Rosa, J Mendling, AH Reijers - 2018 - Springer
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 …

[HTML][HTML] Business process variant analysis: Survey and classification

F Taymouri, M La Rosa, M Dumas, FM Maggi - Knowledge-Based Systems, 2021 - Elsevier
It is common for business processes to exhibit a high degree of internal heterogeneity, in the
sense that the executions of the process differ widely from each other due to contextual …

Scalable process discovery and conformance checking

SJJ Leemans, D Fahland… - Software & Systems …, 2018 - Springer
Considerable amounts of data, including process events, are collected and stored by
organisations nowadays. Discovering a process model from such event data and verification …

Complete and interpretable conformance checking of business processes

L García-Bañuelos, NRTP Van Beest… - IEEE Transactions …, 2017 - ieeexplore.ieee.org
This article presents a method for checking the conformance between an event log capturing
the actual execution of a business process, and a model capturing its expected or normative …

Business process improvement with the AB-BPM methodology

S Satyal, I Weber, H Paik, C Di Ciccio, J Mendling - Information Systems, 2019 - Elsevier
A fundamental assumption of Business Process Management (BPM) is that redesign
delivers refined and improved versions of business processes. This assumption, however …

Process variant comparison: using event logs to detect differences in behavior and business rules

A Bolt, M de Leoni, WMP van der Aalst - Information Systems, 2018 - Elsevier
This paper addresses the problem of comparing different variants of the same process. We
aim to detect relevant differences between processes based on what was recorded in event …

Interactive and incremental business process model repair

A Armas Cervantes, NRTP van Beest… - On the Move to …, 2017 - Springer
It is common for the observed behavior of a business process to differ from the behavior
captured in its corresponding model, as workers devise workarounds to handle special …

Detecting drift from event streams of unpredictable business processes

A Ostovar, A Maaradji, M La Rosa… - … Conference, ER 2016 …, 2016 - Springer
Existing business process drift detection methods do not work with event streams. As such,
they are designed to detect inter-trace drifts only, ie drifts that occur between complete …

A visual approach to spot statistically-significant differences in event logs based on process metrics

A Bolt, M de Leoni, WMP van der Aalst - Advanced Information Systems …, 2016 - Springer
This paper addresses the problem of comparing different variants of the same process. We
aim to detect relevant differences between processes based on what was recorded in event …
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