Publication:
Modeling, evaluation, and scale on artificial pedestrians: a literature review

dc.affiliation.dptoUC3M. Departamento de Informáticaes
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Planificación y Aprendizajees
dc.contributor.authorMartínez Gil, Francisco
dc.contributor.authorLozano, Miguel
dc.contributor.authorGarcía Fernández, Ignacio
dc.contributor.authorFernández Rebollo, Fernando
dc.contributor.funderMinisterio de Economía y Competitividad (España)es
dc.date.accessioned2020-02-27T10:08:37Z
dc.date.available2020-02-27T10:08:37Z
dc.date.issued2017-09-01
dc.description.abstractModeling pedestrian dynamics and their implementation in a computer are challenging and important issues in the knowledge areas of transportation and computer simulation. The aim of this article is to provide a bibliographic outlook so that the reader may have quick access to the most relevant works related to this problem. We have used three main axes to organize the article's contents: pedestrian models, validation techniques, and multiscale approaches. The backbone of this work is the classification of existing pedestrian models; we have organized the works in the literature under five categories, according to the techniques used for implementing the operational level in each pedestrian model. Then the main existing validation methods, oriented to evaluate the behavioral quality of the simulation systems, are reviewed. Furthermore, we review the key issues that arise when facing multiscale pedestrian modeling, where we first focus on the behavioral scale (combinations of micro and macro pedestrian models) and second on the scale size (from individuals to crowds). The article begins by introducing the main characteristics of walking dynamics and its analysis tools and concludes with a discussion about the contributions that different knowledge fields can make in the near future to this exciting area.en
dc.description.sponsorshipThe authors want to thank the anonymous reviewers for their helpful feedback. This work has been supported by grant TIN2015-65686-C5-1-R of Ministerio de Economía y Competitividad.en
dc.format.extent36
dc.identifier.bibliographicCitationF. Martínez, M. A. Lozano, I. García, F. Fernández. Modeling, evaluation and scale on artificial pedestrians: a literature review. ACM Computing Surveys (CSUR) 50(5), Article 72 (2017).es
dc.identifier.doihttps://doi.org/10.1145/3117808
dc.identifier.issn0360-0300
dc.identifier.publicationissue5
dc.identifier.publicationtitleACM COMPUTING SURVEYSen
dc.identifier.publicationvolume50
dc.identifier.urihttps://hdl.handle.net/10016/29782
dc.identifier.uxxiAR/0000020888
dc.language.isoenges
dc.publisherACMes
dc.relation.projectIDGobierno de España. TIN2015-65686-C5-1-Res
dc.rightsCopyright © 2017 ACMes
dc.rights.accessRightsopen accesses
dc.subject.ecienciaInformáticaes
dc.subject.otherDesignen
dc.subject.otherAlgorithmsen
dc.subject.otherPerformanceen
dc.subject.otherVerificationen
dc.subject.otherPedestrian modeling and simulationen
dc.subject.otherValidation methodsen
dc.subject.otherCrowdsen
dc.subject.otherMultiscale simulationen
dc.subject.otherMacroscopic and microscopic pedestrian modelsen
dc.titleModeling, evaluation, and scale on artificial pedestrians: a literature reviewen
dc.typeresearch article*
dc.type.hasVersionAM*
dspace.entity.typePublication
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