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Flexible event log generation using answer set programming
Journal article   Open access   Peer reviewed

Flexible event log generation using answer set programming

Ivan Donadello, Fabrizio Maria Maggi, F Patrizi, Sergio Tessaris and M Zorzi
Information Systems, Vol.139, pp.1-13
139
2026
Handle:
https://hdl.handle.net/10863/51236

Abstract

Answer set programming Process mining Event log generation Positional language
Controlled experiments in Process Mining primarily rely on synthetic event logs generated from declarative or procedural process modeling languages, which often lack the flexibility needed for precise experimental setups. In this paper, we introduce a novel log generator designed to address this gap by enabling fine-tuned customization of synthetic logs. The log generator, implemented using the declarative language Answer Set Programming (ASP), allows researchers to define sophisticated scenarios that are impossible to express with standard log generators to create specific experimental conditions.
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_IS__ASP_Based_Generation_of_Synthetic_Benchmarks_for_Predictive_Process_Monitoring578.00 kBDownloadView
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1-s2.0-S0306437926000281-main1.54 MBDownloadView
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url
https://doi.org/10.1016/j.is.2026.102714View

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