BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces

Vlad P. Cosma; Thomas T. Hildebrandt; Christopher H. Gyldenkærne; Tijs Slaats

doi:10.1007/978-3-031-27815-0_10

BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces

Vlad P. Cosma, Thomas T. Hildebrandt^*, Christopher H. Gyldenkærne, Tijs Slaats

^*Corresponding author

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

Abstract

We present a method and prototype tool supporting participatory mapping of domain activities to event data recorded in information systems via the system interfaces. The aim is to facilitate responsible secondary use of event data recorded in information systems, such as process mining and the construction of predictive AI models. Another identified possible benefit is the support for increasing the quality of data by using the mapping to support educating new users in how to register data, thereby increasing the consistency in how domain activities are recorded. We illustrate the method on two cases, one from a job center in a danish municipality and another from a danish hospital using the healthcare platform from Epic.

Originalsprog	Engelsk
Titel	Process Mining Workshops : ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers
Redaktører	Marco Montali, Arik Senderovich, Matthias Weidlich
Antal sider	13
Forlag	Springer
Publikationsdato	2023
Sider	127-139
ISBN (Trykt)	9783031278143
ISBN (Elektronisk)	9783031278150
DOI	https://doi.org/10.1007/978-3-031-27815-0_10
Status	Udgivet - 2023
Begivenhed	International Workshops on EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, EduPM, and DQT-PM, held at the International Conference on Process Mining, ICPM 2022 - Bozen-Bolzano, Italien Varighed: 23 okt. 2022 → 28 okt. 2022

Konference

Konference	International Workshops on EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, EduPM, and DQT-PM, held at the International Conference on Process Mining, ICPM 2022
Land/Område	Italien
By	Bozen-Bolzano
Periode	23/10/2022 → 28/10/2022

Navn	Lecture Notes in Business Information Processing
Vol/bind	468 LNBIP
ISSN	1865-1348

Emneord

Data quality
Event extraction
Event matching
Participatory design
Secondary use

FN’s Verdensmål

Dette resultat bidrager til følgende verdensmål

Link til dokument

10.1007/978-3-031-27815-0_10Licens: CC BY

Full proceeding Open AccessForlagets udgivne version, 44 MBLicens: CC BY

Citer dette

Cosma, V. P., Hildebrandt, T. T., Gyldenkærne, C. H., & Slaats, T. (2023). BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces. I M. Montali, A. Senderovich, & M. Weidlich (red.), Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers (s. 127-139). Springer. https://doi.org/10.1007/978-3-031-27815-0_10

Cosma, Vlad P. ; Hildebrandt, Thomas T. ; Gyldenkærne, Christopher H. et al. / BERMUDA : Participatory Mapping of Domain Activities to Event Data via System Interfaces. Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. red. / Marco Montali ; Arik Senderovich ; Matthias Weidlich. Springer, 2023. s. 127-139 (Lecture Notes in Business Information Processing, Bind 468 LNBIP).

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abstract = "We present a method and prototype tool supporting participatory mapping of domain activities to event data recorded in information systems via the system interfaces. The aim is to facilitate responsible secondary use of event data recorded in information systems, such as process mining and the construction of predictive AI models. Another identified possible benefit is the support for increasing the quality of data by using the mapping to support educating new users in how to register data, thereby increasing the consistency in how domain activities are recorded. We illustrate the method on two cases, one from a job center in a danish municipality and another from a danish hospital using the healthcare platform from Epic.",

keywords = "Data quality, Event extraction, Event matching, Participatory design, Secondary use, Data quality, Event extraction, Event matching, Participatory design, Secondary use",

author = "Cosma, {Vlad P.} and Hildebrandt, {Thomas T.} and Gyldenk{\ae}rne, {Christopher H.} and Tijs Slaats",

year = "2023",

doi = "10.1007/978-3-031-27815-0_10",

language = "English",

isbn = "9783031278143",

series = "Lecture Notes in Business Information Processing",

publisher = "Springer",

pages = "127--139",

editor = "Marco Montali and Arik Senderovich and Matthias Weidlich",

booktitle = "Process Mining Workshops",

note = "International Workshops on EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, EduPM, and DQT-PM, held at the International Conference on Process Mining, ICPM 2022 ; Conference date: 23-10-2022 Through 28-10-2022",

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Cosma, VP, Hildebrandt, TT, Gyldenkærne, CH & Slaats, T 2023, BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces. i M Montali, A Senderovich & M Weidlich (red), Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Springer, Lecture Notes in Business Information Processing, bind 468 LNBIP, s. 127-139, International Workshops on EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, EduPM, and DQT-PM, held at the International Conference on Process Mining, ICPM 2022, Bozen-Bolzano, Italien, 23/10/2022. https://doi.org/10.1007/978-3-031-27815-0_10

BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces. / Cosma, Vlad P.; Hildebrandt, Thomas T.; Gyldenkærne, Christopher H. et al.
Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. red. / Marco Montali; Arik Senderovich; Matthias Weidlich. Springer, 2023. s. 127-139 (Lecture Notes in Business Information Processing, Bind 468 LNBIP).

Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › peer review

TY - GEN

T1 - BERMUDA

T2 - International Workshops on EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, EduPM, and DQT-PM, held at the International Conference on Process Mining, ICPM 2022

AU - Cosma, Vlad P.

AU - Hildebrandt, Thomas T.

AU - Gyldenkærne, Christopher H.

AU - Slaats, Tijs

PY - 2023

Y1 - 2023

N2 - We present a method and prototype tool supporting participatory mapping of domain activities to event data recorded in information systems via the system interfaces. The aim is to facilitate responsible secondary use of event data recorded in information systems, such as process mining and the construction of predictive AI models. Another identified possible benefit is the support for increasing the quality of data by using the mapping to support educating new users in how to register data, thereby increasing the consistency in how domain activities are recorded. We illustrate the method on two cases, one from a job center in a danish municipality and another from a danish hospital using the healthcare platform from Epic.

AB - We present a method and prototype tool supporting participatory mapping of domain activities to event data recorded in information systems via the system interfaces. The aim is to facilitate responsible secondary use of event data recorded in information systems, such as process mining and the construction of predictive AI models. Another identified possible benefit is the support for increasing the quality of data by using the mapping to support educating new users in how to register data, thereby increasing the consistency in how domain activities are recorded. We illustrate the method on two cases, one from a job center in a danish municipality and another from a danish hospital using the healthcare platform from Epic.

KW - Data quality

KW - Event extraction

KW - Event matching

KW - Participatory design

KW - Secondary use

KW - Data quality

KW - Event extraction

KW - Event matching

KW - Participatory design

KW - Secondary use

U2 - 10.1007/978-3-031-27815-0_10

DO - 10.1007/978-3-031-27815-0_10

M3 - Article in proceedings

AN - SCOPUS:85152584709

SN - 9783031278143

T3 - Lecture Notes in Business Information Processing

SP - 127

EP - 139

BT - Process Mining Workshops

A2 - Montali, Marco

A2 - Senderovich, Arik

A2 - Weidlich, Matthias

PB - Springer

Y2 - 23 October 2022 through 28 October 2022

ER -

Cosma VP, Hildebrandt TT, Gyldenkærne CH, Slaats T. BERMUDA: Participatory Mapping of Domain Activities to Event Data via System Interfaces. I Montali M, Senderovich A, Weidlich M, red., Process Mining Workshops: ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23–28, 2022, Revised Selected Papers. Springer. 2023. s. 127-139. (Lecture Notes in Business Information Processing, Bind 468 LNBIP). doi: 10.1007/978-3-031-27815-0_10