PURPLE: a PURPose-guided Log GEnerator

Andrea Burattin; Barbara Re; Lorenzo Rossi; Francesco  Tiezzi

PURPLE: a PURPose-guided Log GEnerator

Andrea Burattin, Barbara Re, Lorenzo Rossi^*, Francesco Tiezzi

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

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Abstract

Process mining collects a variety of techniques. To test and compare these techniques, we need event logs tailored to their specific mining purposes, e.g., process discovery and conformance checking. To this aim, we propose the PURPLE tool, a generator of event logs supporting different mining purposes. PURPLE performs guided simulations of a business model, shaping the resulting event log by the selected mining purpose.

Original language	English
Title of host publication	Proceedings of the ICPM Doctoral Consortium and Demo Track 2022
Number of pages	5
Publisher	CEUR-WS
Publication date	2022
Article number	19
Publication status	Published - 2022
Event	ICPM 2022 Demo Track - Free University of Bozen-Bolzano:, Bozen-Bolzano, Italy Duration: 23 Oct 2022 → 28 Oct 2022 https://icpmconference.org/2022/

Conference

Conference	ICPM 2022 Demo Track
Location	Free University of Bozen-Bolzano:
Country/Territory	Italy
City	Bozen-Bolzano
Period	23/10/2022 → 28/10/2022
Internet address	https://icpmconference.org/2022/

Series	CEUR Workshop Proceedings
Volume	3299
ISSN	1613-0073

Keywords

Process mining
Event log
Simulation

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@inproceedings{94867cc6c1f64aa194f187d5b1031851,

title = "PURPLE: a PURPose-guided Log GEnerator",

abstract = "Process mining collects a variety of techniques. To test and compare these techniques, we need event logs tailored to their specific mining purposes, e.g., process discovery and conformance checking. To this aim, we propose the PURPLE tool, a generator of event logs supporting different mining purposes. PURPLE performs guided simulations of a business model, shaping the resulting event log by the selected mining purpose.",

keywords = "Process mining, Event log, Simulation",

author = "Andrea Burattin and Barbara Re and Lorenzo Rossi and Francesco Tiezzi",

year = "2022",

language = "English",

series = "CEUR Workshop Proceedings",

publisher = "CEUR-WS",

booktitle = "Proceedings of the ICPM Doctoral Consortium and Demo Track 2022",

note = "ICPM 2022 Demo Track ; Conference date: 23-10-2022 Through 28-10-2022",

url = "https://icpmconference.org/2022/",

}

TY - GEN

T1 - PURPLE: a PURPose-guided Log GEnerator

AU - Burattin, Andrea

AU - Re, Barbara

AU - Rossi, Lorenzo

AU - Tiezzi, Francesco

PY - 2022

Y1 - 2022

N2 - Process mining collects a variety of techniques. To test and compare these techniques, we need event logs tailored to their specific mining purposes, e.g., process discovery and conformance checking. To this aim, we propose the PURPLE tool, a generator of event logs supporting different mining purposes. PURPLE performs guided simulations of a business model, shaping the resulting event log by the selected mining purpose.

AB - Process mining collects a variety of techniques. To test and compare these techniques, we need event logs tailored to their specific mining purposes, e.g., process discovery and conformance checking. To this aim, we propose the PURPLE tool, a generator of event logs supporting different mining purposes. PURPLE performs guided simulations of a business model, shaping the resulting event log by the selected mining purpose.

KW - Process mining

KW - Event log

KW - Simulation

M3 - Article in proceedings

T3 - CEUR Workshop Proceedings

BT - Proceedings of the ICPM Doctoral Consortium and Demo Track 2022

PB - CEUR-WS

T2 - ICPM 2022 Demo Track

Y2 - 23 October 2022 through 28 October 2022

ER -

PURPLE: a PURPose-guided Log GEnerator

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Conference

Keywords

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