Computational Modeling of Driving Behaviors: Challenges and Approaches

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dc.contributor.authorJeon, Myounghoonen
dc.contributor.authorZhang, Y.en
dc.contributor.authorJeong, H.en
dc.contributor.authorJanssen, C.en
dc.contributor.authorBao, S.en
dc.date.accessioned2025-01-10T14:28:24Zen
dc.date.available2025-01-10T14:28:24Zen
dc.date.issued2021-09-09en
dc.date.issued2021-09-22en
dc.description.abstractComputational modeling has great advantages in human behavior research, such as abstracting the problem space, simulating the situation by varying critical variables, and predicting future outcomes. Although much research has been conducted on driver behavior modeling, relatively little modeling research has appeared at the Auto-UI Conferences. If any, most work has focused on qualitative models about manual driving. In this workshop, we will first describe why computational driver behavior modeling is crucial for automotive research and then, introduce recent driver modeling research to researchers, practitioners, and students. By identifying research gaps and exploring solutions together, we expect to form the basis of a new modeling special interest group combining the Auto-UI community and the computational modeling community. The workshop will be closed with suggestions on the directions for future transdisciplinary work.en
dc.description.notesYes, full paper (Peer reviewed?)en
dc.description.versionPublished versionen
dc.format.extentPages 160-163en
dc.format.mimetypeapplication/pdfen
dc.identifier.doihttps://doi.org/10.1145/3473682.3477436en
dc.identifier.isbn9781450386418en
dc.identifier.orcidJeon, Myounghoon [0000-0003-2908-671X]en
dc.identifier.urihttps://hdl.handle.net/10919/124112en
dc.language.isoenen
dc.publisherACMen
dc.relation.urihttps://doi.org/10.1145/3473682.3477436en
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectautomated drivingen
dc.subjectcomputational modelingen
dc.subjectdriver behavior modelingen
dc.titleComputational Modeling of Driving Behaviors: Challenges and Approachesen
dc.title.serialAdjunct Proceedings - 13th International ACM Conference on Automotive User Interfaces and Interactive Vehicular Applications, AutomotiveUI 2021en
dc.typeConference proceedingen
dc.type.dcmitypeTexten
dc.type.otherProceedings Paperen
dc.type.otherBooken
pubs.finish-date2021-09-14en
pubs.organisational-groupVirginia Techen
pubs.organisational-groupVirginia Tech/Engineeringen
pubs.organisational-groupVirginia Tech/Engineering/Industrial and Systems Engineeringen
pubs.organisational-groupVirginia Tech/All T&R Facultyen
pubs.organisational-groupVirginia Tech/Engineering/COE T&R Facultyen
pubs.start-date2021-09-09en

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