Simulation, optimization, and process mining: practicals applications in healthcare

Roberto Aringhieri; Matteo Di Cunzolo; Matteo Dutto; Laura Genga; Alberto Guastalla; Mirko Locatelli; Laura Pellegrini; Giulia Ruffini; Emilio Sulis; Lavinia Chiara Tagliabue; Adriana Boccuzzi

Simulation, optimization, and process mining: practicals applications in healthcare

Roberto Aringhieri, Matteo Di Cunzolo, Matteo Dutto, Laura Genga, Alberto Guastalla, Mirko Locatelli, Laura Pellegrini, Giulia Ruffini, Emilio Sulis (Corresponderende auteur), Lavinia Chiara Tagliabue, Adriana Boccuzzi

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

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The paper describes the contribution of three methodologies in process research projects through practical applications in healthcare. On the simulation side, an integration of Building Information Modelling in the medical field has been proposed, besides discrete-event and agent-based modeling. Processes can be obtained from hospital information systems in order to derive log files and studied with process mining tools. Regarding optimization of healthcare processes, analyses have focused on the integration of process mining and optimization.

Originele taal-2	Engels
Titel	Ital-IA 2023 : Ital-IA 2023 Thematic Workshops
Subtitel	Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023)
Redacteuren	Fabrizio Falchi, Fosca Gianotti, Anna Monreale, Chiara Boldrini, Salvatore Rinzivillo, Sara Colantonio
Uitgeverij	CEUR-WS.org
Pagina's	160-165
Aantal pagina's	6
Status	Gepubliceerd - 2023
Evenement	2023 Italia Intelligenza Artificiale - Thematic Workshops, Ital-IA 2023 - Pisa, Italië Duur: 29 mei 2023 → 30 mei 2023

Publicatie series

Naam	CEUR Workshop Proceedings
Volume	3486
ISSN van elektronische versie	1613-0073

Congres

Congres	2023 Italia Intelligenza Artificiale - Thematic Workshops, Ital-IA 2023
Land/Regio	Italië
Stad	Pisa
Periode	29/05/23 → 30/05/23

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Aringhieri, R., Di Cunzolo, M., Dutto, M., Genga, L., Guastalla, A., Locatelli, M., Pellegrini, L., Ruffini, G., Sulis, E., Tagliabue, L. C., & Boccuzzi, A. (2023). Simulation, optimization, and process mining: practicals applications in healthcare. In F. Falchi, F. Gianotti, A. Monreale, C. Boldrini, S. Rinzivillo, & S. Colantonio (editors), Ital-IA 2023 : Ital-IA 2023 Thematic Workshops: Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023) (blz. 160-165). (CEUR Workshop Proceedings; Vol. 3486). CEUR-WS.org. https://ceur-ws.org/Vol-3486/

Aringhieri, Roberto ; Di Cunzolo, Matteo ; Dutto, Matteo et al. / Simulation, optimization, and process mining : practicals applications in healthcare. Ital-IA 2023 : Ital-IA 2023 Thematic Workshops: Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023). redacteur / Fabrizio Falchi ; Fosca Gianotti ; Anna Monreale ; Chiara Boldrini ; Salvatore Rinzivillo ; Sara Colantonio. CEUR-WS.org, 2023. blz. 160-165 (CEUR Workshop Proceedings).

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title = "Simulation, optimization, and process mining: practicals applications in healthcare",

abstract = "The paper describes the contribution of three methodologies in process research projects through practical applications in healthcare. On the simulation side, an integration of Building Information Modelling in the medical field has been proposed, besides discrete-event and agent-based modeling. Processes can be obtained from hospital information systems in order to derive log files and studied with process mining tools. Regarding optimization of healthcare processes, analyses have focused on the integration of process mining and optimization.",

keywords = "Building Information Modelling, Optimization, Process Mining, Simulation",

author = "Roberto Aringhieri and {Di Cunzolo}, Matteo and Matteo Dutto and Laura Genga and Alberto Guastalla and Mirko Locatelli and Laura Pellegrini and Giulia Ruffini and Emilio Sulis and Tagliabue, {Lavinia Chiara} and Adriana Boccuzzi",

year = "2023",

language = "English",

series = "CEUR Workshop Proceedings",

publisher = "CEUR-WS.org",

pages = "160--165",

editor = "Fabrizio Falchi and Fosca Gianotti and Anna Monreale and Chiara Boldrini and Salvatore Rinzivillo and Sara Colantonio",

booktitle = "Ital-IA 2023 : Ital-IA 2023 Thematic Workshops",

note = "2023 Italia Intelligenza Artificiale - Thematic Workshops, Ital-IA 2023 ; Conference date: 29-05-2023 Through 30-05-2023",

}

Aringhieri, R, Di Cunzolo, M, Dutto, M, Genga, L, Guastalla, A, Locatelli, M, Pellegrini, L, Ruffini, G, Sulis, E, Tagliabue, LC & Boccuzzi, A 2023, Simulation, optimization, and process mining: practicals applications in healthcare. in F Falchi, F Gianotti, A Monreale, C Boldrini, S Rinzivillo & S Colantonio (uitgave), Ital-IA 2023 : Ital-IA 2023 Thematic Workshops: Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023). CEUR Workshop Proceedings, vol. 3486, CEUR-WS.org, blz. 160-165, 2023 Italia Intelligenza Artificiale - Thematic Workshops, Ital-IA 2023, Pisa, Italië, 29/05/23. <https://ceur-ws.org/Vol-3486/>

Simulation, optimization, and process mining: practicals applications in healthcare. / Aringhieri, Roberto; Di Cunzolo, Matteo; Dutto, Matteo et al.
Ital-IA 2023 : Ital-IA 2023 Thematic Workshops: Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023). uitgave / Fabrizio Falchi; Fosca Gianotti; Anna Monreale; Chiara Boldrini; Salvatore Rinzivillo; Sara Colantonio. CEUR-WS.org, 2023. blz. 160-165 (CEUR Workshop Proceedings; Vol. 3486).

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review

TY - GEN

T1 - Simulation, optimization, and process mining

T2 - 2023 Italia Intelligenza Artificiale - Thematic Workshops, Ital-IA 2023

AU - Aringhieri, Roberto

AU - Di Cunzolo, Matteo

AU - Dutto, Matteo

AU - Genga, Laura

AU - Guastalla, Alberto

AU - Locatelli, Mirko

AU - Pellegrini, Laura

AU - Ruffini, Giulia

AU - Sulis, Emilio

AU - Tagliabue, Lavinia Chiara

AU - Boccuzzi, Adriana

PY - 2023

Y1 - 2023

N2 - The paper describes the contribution of three methodologies in process research projects through practical applications in healthcare. On the simulation side, an integration of Building Information Modelling in the medical field has been proposed, besides discrete-event and agent-based modeling. Processes can be obtained from hospital information systems in order to derive log files and studied with process mining tools. Regarding optimization of healthcare processes, analyses have focused on the integration of process mining and optimization.

AB - The paper describes the contribution of three methodologies in process research projects through practical applications in healthcare. On the simulation side, an integration of Building Information Modelling in the medical field has been proposed, besides discrete-event and agent-based modeling. Processes can be obtained from hospital information systems in order to derive log files and studied with process mining tools. Regarding optimization of healthcare processes, analyses have focused on the integration of process mining and optimization.

KW - Building Information Modelling

KW - Optimization

KW - Process Mining

KW - Simulation

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M3 - Conference contribution

AN - SCOPUS:85173871492

T3 - CEUR Workshop Proceedings

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EP - 165

BT - Ital-IA 2023 : Ital-IA 2023 Thematic Workshops

A2 - Falchi, Fabrizio

A2 - Gianotti, Fosca

A2 - Monreale, Anna

A2 - Boldrini, Chiara

A2 - Rinzivillo, Salvatore

A2 - Colantonio, Sara

PB - CEUR-WS.org

Y2 - 29 May 2023 through 30 May 2023

ER -

Aringhieri R, Di Cunzolo M, Dutto M, Genga L, Guastalla A, Locatelli M et al. Simulation, optimization, and process mining: practicals applications in healthcare. In Falchi F, Gianotti F, Monreale A, Boldrini C, Rinzivillo S, Colantonio S, redacteurs, Ital-IA 2023 : Ital-IA 2023 Thematic Workshops: Proceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023). CEUR-WS.org. 2023. blz. 160-165. (CEUR Workshop Proceedings).

Simulation, optimization, and process mining: practicals applications in healthcare

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