Granularity in process mining: Can we fix it?

Francesca Zerbato, Ronny Seiger, Gemma Di Federico, Andrea Burattin, Barbara Weber

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

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Abstract

Process mining techniques rely on the availability of event logs, where events have a certain granularity that is deemed appropriate for representing business activities. In this paper, we discuss why choosing a proper granularity level during preprocessing can be challenging and reflect on the implications that such a "fixed" view over the process bears for the analysis. Then, inspired by use cases in the context of user behavior analysis, we envision possible solutions that allow exploring and mining multiple granularity levels of process activities.
Original languageEnglish
Title of host publicationPROBLEMS 2021: BPM Problems to Solve Before We Die 2021
Volume2938
PublisherCEUR-WS
Publication date2021
Pages40-44
Publication statusPublished - 2021
EventInternational Workshop on BPM Problems to Solve Before We Die - Rome, Italy
Duration: 6 Sep 202110 Sep 2021

Conference

ConferenceInternational Workshop on BPM Problems to Solve Before We Die
Country/TerritoryItaly
CityRome
Period06/09/202110/09/2021
SeriesCEUR Workshop Proceedings
Volume2938
ISSN1613-0073

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