A taxonomy and review of algorithms for modeling and predicting human driver behavior

K Brown, K Driggs-Campbell… - arXiv preprint arXiv …, 2020 - arxiv.org
… present a review and taxonomy of 200 models from the literature on driver behavior modeling.
… , this framework provides a basis for discussing different driver modeling techniques. Our …

A systematic review on sensor-based driver behaviour studies: Coherent taxonomy, motivations, challenges, recommendations, substantial analysis and future …

WA Al-Hussein, MLM Kiah, L Yee, BB Zaidan - PeerJ Computer Science, 2021 - peerj.com
driver behaviour, the search query is set to (“driver behavior” OR “drivers behavior” OR “driver
behaviour” OR “drivers … The reason for using the words “driver”, “drivers”, “behavior” and “…

A landscape of research on bus driver behavior: taxonomy, open challenges, motivations, recommendations, limitations, and pathways solution in future

A Mohammed, MRM Yazid, BB Zaidan… - IEEE …, 2021 - ieeexplore.ieee.org
taxonomy. With that, this study conducted a systematic review on prior studies that focused on
bus driver behavior, … This study also established a taxonomy on the topic of driver behavior

Models of driving behavior: a review of their evolution

TA Ranney - Accident analysis & prevention, 1994 - Elsevier
… For this study, a taxonomy was developed allowing classification of causal factors as human,
… limitations of taxonomic models in providing information concerning underlying behavioral

The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review

ZE Abou Elassad, H Mousannif… - … Applications of Artificial …, 2020 - Elsevier
… the DVE system in which the drivers operate. Additionally, 82 … The findings of this review
prove the performance capability of … Develop driving data-collection taxonomies based on the …

A critical view of driver behavior models: what do we know, what should we do?

JA Michon - Human behavior and traffic safety, 1985 - Springer
Taxonomic models of driver behavior are exemplified by trait models and by task analysis. …
a cognitive model of driver behavior, I will not repeat these reviews. Among the approaches …

A review of near-collision driver behavior models

G Markkula, O Benderius, K Wolff, M Wahde - Human factors, 2012 - journals.sagepub.com
… This article provides a review of recent models of driver behavior in on-road collision … In
this section, driver models are presented, following a rough taxonomy based on the main aspect …

Driving behavior analysis guidelines for intelligent transportation systems

MN Azadani, A Boukerche - IEEE transactions on intelligent …, 2021 - ieeexplore.ieee.org
… Figure 1 presents the introduced taxonomy and … , in this review, multimedia data are
mentioned as a source of DBA for their considerable potential in detecting driving behavior and not …

[HTML][HTML] Towards an understanding of driver inattention: taxonomy and theory

MA Regan, DL Strayer - Annals of advances in automotive …, 2014 - ncbi.nlm.nih.gov
… to associate driving behavior and the allocation of attention with the categories in the taxonomy.
… Based on the material reviewed and presented in this paper, several conclusions can be …

Taxonomy of Older Driver Behaviors and Crash Risk: Appendix D

L Staplin, KH Lococo, C Martell, J Stutts… - 2012 - rosap.ntl.bts.gov
… Additional project tasks included a review of the literature … existing behavioral countermeasures
to reduce older drivers’ … literature review; and unstructured interviews with older drivers