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Authors: Ignacio Vellido-Expósito ; Juan Fernández-Olivares ; Raúl Pérez and Luis Castillo

Affiliation: Department of Computer Science and AI, University of Granada, Andalusian Research Insitute in Data Science and Computational Intelligence, Granada, Spain

Keyword(s): Fleet Telematics, Regulation Compliance, Artificial Intelligence, Automated Planning.

Abstract: World wide spreaded Hours of Service (HoS) regulations constraint drivers’ amount of working and driving time without resting. Transport companies are extremely interested on interpreting what their drivers are doing, based on the raw information of event logs generated by fleets’ onboard devices, considering the terms defined by HoS regulations. This work addresses the problem of analyzing the compliance of a driver wrt HoS, by using AI techniques to classify and label the information of a driver’s log according to HoS terms. The final result is a human-interpretable descriptive model of driver behaviour that leverages the company situational awareness, empowering staff responsible of operations to make better informed decisions.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Vellido-Expósito, I.; Fernández-Olivares, J.; Pérez, R. and Castillo, L. (2022). Analyzing Driver Behavior Compliance under HoS Regulations. In Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-573-9; ISSN 2184-495X, SciTePress, pages 463-470. DOI: 10.5220/0011116200003191

@conference{vehits22,
author={Ignacio Vellido{-}Expósito. and Juan Fernández{-}Olivares. and Raúl Pérez. and Luis Castillo.},
title={Analyzing Driver Behavior Compliance under HoS Regulations},
booktitle={Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2022},
pages={463-470},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011116200003191},
isbn={978-989-758-573-9},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Analyzing Driver Behavior Compliance under HoS Regulations
SN - 978-989-758-573-9
IS - 2184-495X
AU - Vellido-Expósito, I.
AU - Fernández-Olivares, J.
AU - Pérez, R.
AU - Castillo, L.
PY - 2022
SP - 463
EP - 470
DO - 10.5220/0011116200003191
PB - SciTePress

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