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.
Original language | English |
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Title of host publication | Process Mining Workshops - ICPM 2022 International Workshops, Revised Selected Papers |
Editors | Marco Montali, Arik Senderovich, Matthias Weidlich |
Publisher | Springer |
Publication date | 2023 |
Pages | 127-139 |
ISBN (Print) | 9783031278143 |
DOIs | |
Publication status | Published - 2023 |
Event | 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, Italy Duration: 23 Oct 2022 → 28 Oct 2022 |
Conference
Conference | International Workshops on EDBA, ML4PM, RPM, PODS4H, SA4PM, PQMI, EduPM, and DQT-PM, held at the International Conference on Process Mining, ICPM 2022 |
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Country/Territory | Italy |
City | Bozen-Bolzano |
Period | 23/10/2022 → 28/10/2022 |
Series | Lecture Notes in Business Information Processing |
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Volume | 468 LNBIP |
ISSN | 1865-1348 |
Bibliographical note
Publisher Copyright:© 2023, The Author(s).
Keywords
- Data quality
- Event extraction
- Event matching
- Participatory design
- Secondary use