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
Driving Behavior (DB) is a complex concept describing how the driver operates the vehicle
in the context of the driving scene and surrounding environment. Recently, DB assessment …

Affective automotive user interfaces–reviewing the state of driver affect research and emotion regulation in the car

M Braun, F Weber, F Alt - ACM Computing Surveys (CSUR), 2021 - dl.acm.org
Affective technology offers exciting opportunities to improve road safety by catering to
human emotions. Modern car interiors enable the contactless detection of user states …

Assessment of construction workers' perceived risk using physiological data from wearable sensors: A machine learning approach

G Lee, B Choi, H Jebelli, SH Lee - Journal of Building Engineering, 2021 - Elsevier
Considering that workers' safe or unsafe behaviors are responses to their perceived risk
when working, understanding workers' perceived risk is vital for safety management in the …

COVID-19 event strength, psychological safety, and avoidance co** behaviors for employees in the tourism industry

J Yin, Y Ni - Journal of Hospitality and Tourism Management, 2021 - Elsevier
The impact of COVID-19 on the emotions or behaviors of employees in tourism enterprises
would be worthwhile for investigation since COVID-19 has harmed not only people's health …

The mediating effect of driver characteristics on risky driving behaviors moderated by gender, and the classification model of driver's driving risk

X Song, Y Yin, H Cao, S Zhao, M Li, B Yi - Accident Analysis & Prevention, 2021 - Elsevier
High-risk drivers are more likely to be involved in traffic accidents, and the driving risk level
of drivers could be affected by many potential factors, such as demographics and personality …

Quantification of risk perception: Development and validation of the construction worker risk perception (CoWoRP) scale

SS Man, AHS Chan, S Alabdulkarim - Journal of safety research, 2019 - Elsevier
Introduction: The construction sector is leading in the number of accidents and fatalities; risk
perception is the key to driving these numbers. Previous construction safety studies on risk …

How to define the accident risk level of car drivers by combining objective and subjective measures of driving style

L Eboli, G Mazzulla, G Pungillo - … research part F: traffic psychology and …, 2017 - Elsevier
Perceived risk can be defined as the expectation of being involved in a traffic accident.
Traffic risk perception is often subjectively evaluated being risk perception as highly …

[HTML][HTML] The effects of the driver's mental state and passenger compartment conditions on driving performance and driving stress

VC Magaña, WD Scherz, R Seepold, NM Madrid… - Sensors, 2020 - mdpi.com
Globalization has increased the number of road trips and vehicles. The result has been an
intensification of traffic accidents, which are becoming one of the most important causes of …

Chinese passengers' security perceptions of ride-hailing services: An integrated approach combining general and situational perspectives

Y Liu, Q Gao, PLP Rau - Travel Behaviour and Society, 2022 - Elsevier
Passengers' security perceptions of ride-hailing services influence their acceptance and
adoption of such online-to-offline services. The current study aims to study factors that …

Facial emotion recognition in-the-wild using deep neural networks: A comprehensive review

H Boughanem, H Ghazouani, W Barhoumi - SN Computer Science, 2023 - Springer
Facial expressions are a crucial aspect of human communication that provide information
about emotions, intentions, interactions, and social relationships. They are a universal signal …