Do You Behave Always the Same? A Process Mining Approach

Gemma Di Federico*, Andrea Burattin

*Corresponding author for this work

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

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Abstract

Human behavior could be represented in the form of a process. Existing process modeling notations, however, are not able to faithfully represent these very flexible and unstructured processes. Additionalnon-process aware perspectives should be considered in the representation. Control-flow and data dimensions should be combined to build arobust model which can be used for analysis purposes. The work in thispaper proposes a new hybrid model in which these dimensions are combined. An enriched conformance checking approach is described, basedon the alignment of imperative and declarative process models, whichalso supports data dimensions from a statistical viewpoint.
Original languageEnglish
Title of host publicationProceedings of Process Mining Workshop : ICPM 2022 International Workshops
Volume468
PublisherSpringer
Publication date2023
Pages5-17
ISBN (Print)978-3-031-27814-3
ISBN (Electronic)978-3-031-27815-0
DOIs
Publication statusPublished - 2023
Event4th International Conference on Process Mining - Bolzano, Italy
Duration: 23 Oct 202228 Oct 2022
Conference number: 4
https://icpmconference.org/2022/

Conference

Conference4th International Conference on Process Mining
Number4
Country/TerritoryItaly
CityBolzano
Period23/10/202228/10/2022
Internet address

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