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Found 6 papers, 2 papers with code
INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining
To enable the exploration of discovered process models at different granularity levels, we propose INEXA, an interactive, explainable process model abstraction method that keeps the link to the event log.
Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models?
Then a systematic literature review on conversational process modeling is performed, resulting in a taxonomy of application scenarios for conversational process modeling, including paraphrasing and improvement of process descriptions.
Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version
Similar to classical process discovery, where we aim for behaviorally sound process models as a result, in OCPD, we aim for soundness of the resulting object-centric Petri nets.
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas
The diversity of application domains results in a diverse range of methods that are scattered across various research areas which, in turn, use different terminology for event prediction methods.
Detecting Context-Aware Deviations in Process Executions
We have implemented the proposed framework as a web service that can be extended to various contexts and deviation detection methods.
Predictive Compliance Monitoring in Process-Aware Information Systems: State of the Art, Functionalities, Research Directions
Process compliance can be checked during process design time based on verification of process models and at runtime based on monitoring the compliance states of running process instances.
