[HTML][HTML] Recognizing task-level events from user interaction data
A Rebmann, H van der Aa - Information Systems, 2024 - Elsevier
User interaction data comprises events that capture individual actions that a user performs
on their computer. Such events provide detailed records about how users carry out their …
on their computer. Such events provide detailed records about how users carry out their …
Process-aware intrusion detection in mqtt networks
Intrusion Detection Systems (IDS) allow for detecting malicious activities in organizational
networks and hosts. As the Industrial Internet of Things (Industrial IoT) has gained …
networks and hosts. As the Industrial Internet of Things (Industrial IoT) has gained …
Unsupervised task recognition from user interaction streams
A Rebmann, H van der Aa - International Conference on Advanced …, 2023 - Springer
User interaction events can give an accurate picture of tasks executed in a process, since
they capture work performed across applications in a detailed manner. However, such data …
they capture work performed across applications in a detailed manner. However, such data …
Recent Advances in Data-Driven Business Process Management
The rapid development of cutting-edge technologies, the increasing volume of data and also
the availability and processability of new types of data sources has led to a paradigm shift in …
the availability and processability of new types of data sources has led to a paradigm shift in …
From network traffic data to a business-level event log
Event logs are the main source for business process mining techniques. However, not all
information systems produce a standard event log. Furthermore, logs may reflect only parts …
information systems produce a standard event log. Furthermore, logs may reflect only parts …
[HTML][HTML] Reading between the Lines: Process Mining on OPC UA Network Data
The introduction of the Industrial Internet of Things (IIoT) has led to major changes in the
industry. Thanks to machine data, business process management methods and techniques …
industry. Thanks to machine data, business process management methods and techniques …
From network traffic data to business activities: a conceptualization and a recognition approach
Event logs are the main source for business process mining techniques. However, readily
available logs are produced only by part of the existing systems, which may not always be …
available logs are produced only by part of the existing systems, which may not always be …
Semantics-aware event data transformation for process mining
AG Rebmann - 2024 - madoc.bib.uni-mannheim.de
Process mining comprises methods to analyze organizational processes based on event
data recorded by information systems during process execution. These methods generate …
data recorded by information systems during process execution. These methods generate …
[PDF][PDF] An Uncertainty-Aware Event Log of Network Traffic.
Abstract Business Process Management (BPM) heavily relies on event logs for process
mining. However, traditional event logs may not always be available or may be harder to …
mining. However, traditional event logs may not always be available or may be harder to …
From Network Traffic Data to Event Log
M Hadad - 2023 - search.proquest.com
Event logs are the main source for business process mining techniques. However, not all
information systems produce a standard event log. Furthermore, logs may reflect only parts …
information systems produce a standard event log. Furthermore, logs may reflect only parts …