Granularity in Process Mining: Can We Fix It?
Journal
CEUR Workshop Proceedings
ISSN
1613-0073
Type
conference paper
Date Issued
2021-09
Author(s)
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.
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.
Language
English
HSG Classification
contribution to scientific community
Book title
PROBLEMS 2021: BPM Problems to Solve Before We Die 2021
Volume
2938
Start page
40
End page
44
Pages
5
Subject(s)
Eprints ID
264234
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open.access
Name
paper-PROBLEMS-40.pdf
Size
378.14 KB
Format
Adobe PDF
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