Agent-based modeling in urban human mobility: a systematic review

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dc.contributor.authorDivasson Jaureguibarria, Asier
dc.contributor.authorMacarulla, Ana María
dc.contributor.authorGarcía Quintanilla, José Ignacio
dc.contributor.authorBorges Hernández, Cruz E.
dc.date.accessioned2025-02-14T08:41:53Z
dc.date.available2025-02-14T08:41:53Z
dc.date.issued2025-03
dc.date.updated2025-02-14T08:41:53Z
dc.description.abstractUrban mobility is a complex system influenced by various factors such as infrastructure, technology, and human behavior. Agent-based modeling (ABM) has emerged as a valuable tool for simulating and understanding urban mobility dynamics. This paper provides a comprehensive review of ABM applications in urban human mobility, offering insights into prevailing trends in this field. The analysis of model scales highlights the predominance of area and city scales, highlighting the need for greater exploration at the intersection, metropolis, and street scales. Furthermore, the examination of technological environments shows a reliance on desktop and laptop computers, complemented by a growing adoption of specialized ABM tools such as SUMO, Anylogic, NetLogo, GAMA, and MATSim. Additionally, the study correlates ABM objectives with societal needs, revealing areas of alignment and gaps. While competitiveness and smart mobility receive considerable attention, there is a pronounced lack of focus on improving urban accessibility, sustainability, and public health. The analysis underscores the importance of addressing these gaps to ensure that ABM applications contribute effectively to addressing societal challenges.en
dc.description.sponsorshipThis project has been funded by Grant PCI2023-145951-2 funded by MCIN/AEI/10.13039/501100011033 under the Driving Urban Transitions Partnership, which has been co-funded by the European Commissionen
dc.identifier.citationDivasson-J., Macarulla, A. M., Garcia, J. I., & Borges, C. E. (2025). Agent-based modeling in urban human mobility: A systematic review. Cities, 158. https://doi.org/10.1016/J.CITIES.2024.105697
dc.identifier.doi10.1016/J.CITIES.2024.105697
dc.identifier.issn0264-2751
dc.identifier.urihttps://hdl.handle.net/20.500.14454/2304
dc.language.isoeng
dc.publisherElsevier Ltd
dc.rights© 2024 The Author(s)
dc.subject.otherAgent-based modeling
dc.subject.otherHuman mobility
dc.subject.otherSystematic literature review
dc.subject.otherUrban mobility
dc.titleAgent-based modeling in urban human mobility: a systematic reviewen
dc.typejournal article
dcterms.accessRightsopen access
oaire.citation.titleCities
oaire.citation.volume158
oaire.licenseConditionhttps://creativecommons.org/licenses/by/4.0/
oaire.versionVoR
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