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 (Corresponding author), Lavinia Chiara Tagliabue, Adriana Boccuzzi

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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.

Original languageEnglish
Title of host publicationItal-IA 2023 : Ital-IA 2023 Thematic Workshops
Subtitle of host publicationProceedings of the Italia Intelligenza Artificiale - Thematic Workshops co-located with the 3rd CINI National Lab AIIS Conference on Artificial Intelligence (Ital IA 2023)
EditorsFabrizio Falchi, Fosca Gianotti, Anna Monreale, Chiara Boldrini, Salvatore Rinzivillo, Sara Colantonio
PublisherCEUR-WS.org
Pages160-165
Number of pages6
Publication statusPublished - 2023
Event2023 Italia Intelligenza Artificiale - Thematic Workshops, Ital-IA 2023 - Pisa, Italy
Duration: 29 May 202330 May 2023

Publication series

NameCEUR Workshop Proceedings
Volume3486
ISSN (Electronic)1613-0073

Conference

Conference2023 Italia Intelligenza Artificiale - Thematic Workshops, Ital-IA 2023
Country/TerritoryItaly
CityPisa
Period29/05/2330/05/23

Keywords

  • Building Information Modelling
  • Optimization
  • Process Mining
  • Simulation

Fingerprint

Dive into the research topics of 'Simulation, optimization, and process mining: practicals applications in healthcare'. Together they form a unique fingerprint.

Cite this