Extraction, correlation, and abstraction of event data for process mining
Process mining provides a rich set of techniques to discover valuable knowledge of
business processes based on data that was recorded in different types of information …
business processes based on data that was recorded in different types of information …
OCEL: a standard for object-centric event logs
The application of process mining techniques to real-life information systems is often
challenging. Considering a Purchase to Pay (P2P) process, several case notions such as …
challenging. Considering a Purchase to Pay (P2P) process, several case notions such as …
The state-of-the-art of business process mining challenges
H R'bigui, C Cho - International Journal of Business Process …, 2017 - inderscienceonline.com
Business process mining is a new method that amalgamates business process modelling
and analysis with data mining and machine learning techniques, whereby knowledge from …
and analysis with data mining and machine learning techniques, whereby knowledge from …
Using process mining to improve productivity in make-to-stock manufacturing
This paper proposes a data-driven procedure to improve productivity in make-to-stock
manufacturing. By leveraging recent developments in information systems research, the …
manufacturing. By leveraging recent developments in information systems research, the …
Quality-informed semi-automated event log generation for process mining
Process mining, as with any form of data analysis, relies heavily on the quality of input data
to generate accurate and reliable results. A fit-for-purpose event log nearly always requires …
to generate accurate and reliable results. A fit-for-purpose event log nearly always requires …
OC-PM: analyzing object-centric event logs and process models
A Berti, WMP van der Aalst - International Journal on Software Tools for …, 2023 - Springer
Object-centric process mining is a novel branch of process mining that aims to analyze event
data from mainstream information systems (such as SAP) more naturally, without being …
data from mainstream information systems (such as SAP) more naturally, without being …
[PDF][PDF] Foundations of process event data
J De Weerdt, MT Wynn - Process Mining Handbook, 2022 - library.oapen.org
Process event data is a fundamental building block for process mining as event logs portray
the execution trails of business processes from which knowledge and insights can be …
the execution trails of business processes from which knowledge and insights can be …
Extracting object-centric event logs to support process mining on databases
Process mining helps organizations to investigate how their operational processes are
executed and how these can be improved. Process mining requires event logs extracted …
executed and how these can be improved. Process mining requires event logs extracted …
How active learning and process mining can act as Continuous Auditing catalyst
M Jans, M Hosseinpour - International Journal of Accounting Information …, 2019 - Elsevier
In the context of Continuous Auditing, different approaches have been proposed to
incorporate data analytics to accomplish a continuous audit environment. Some work …
incorporate data analytics to accomplish a continuous audit environment. Some work …
Db-nets: On the marriage of colored petri nets and relational databases
The integrated management of business processes and master data is being increasingly
considered as a fundamental problem, by both the academia and the industry. In this …
considered as a fundamental problem, by both the academia and the industry. In this …