[HTML][HTML] A comparative investigation of machine learning algorithms for predicting safety signs comprehension based on socio-demographic factors and cognitive sign …

S Rostamzadeh, A Abouhossein, M Saremi, F Taheri… - Scientific Reports, 2023 - nature.com
This study examines whether the socio-demographic factors and cognitive sign features can
be used for envisaging safety signs comprehensibility using predictive machine learning …

[HTML][HTML] Traffic Sign Comprehension among Filipino Drivers and Nondrivers in Metro Manila

RAC Robielos, CJ Lin - Applied Sciences, 2022 - mdpi.com
The current study examined 73 existing traffic signs in Metro Manila for their matching
accuracy, matching time, and cognitive design features. A total of 60 Filipinos (30 drivers …

The guessing of mine safety signs meaning: effects of user factors and cognitive sign features

AHS Chan, AWY Ng - International journal of occupational safety …, 2012 - Taylor & Francis
This study investigated the effects of user factors and cognitive sign features on the
guessability of mine safety signs. Sixty naïve participants guessed the meanings and rated …

Effects of sign design features and training on comprehension of traffic signs in Taiwanese and Vietnamese user groups

YK Ou, YC Liu - International Journal of Industrial Ergonomics, 2012 - Elsevier
This study examined the effects of sign design features and training on the comprehension
of four types of Taiwanese traffic signs in Taiwanese and Vietnamese users. Thirty …

Investigation of guessability of industrial safety signs: effects of prospective-user factors and cognitive sign features

AHS Chan, AWY Ng - International Journal of Industrial Ergonomics, 2010 - Elsevier
This study investigated the effects of prospective-user factors and five cognitive sign features
on guessability of safety signs. Sixty Hong Kong Chinese subjects guessed the meanings …

[PDF][PDF] Cognitive Design Features on Traffic Signs.

AWY Ng, AHS Chan - Engineering letters, 2007 - Citeseer
The success of effective communication of traffic sign messages to road users may not only
relate to the user characteristics but also the signs themselves. The purpose of this …

Investigating the role of socio-economic factors in comprehension of traffic signs using decision tree algorithm

M Taamneh - Journal of safety research, 2018 - Elsevier
Introduction Drivers' ability to comprehend the meaning of traffic signs is essential to safe
driving. Drivers' personal characteristics are believed to play a crucial role in determining …

Measuring the cognitive loads of construction safety sign designs during selective and sustained attention

J Chen, RQ Wang, Z Lin, X Guo - Safety science, 2018 - Elsevier
Many unsafe behaviors in construction are associated with workers' insufficient vigilance
and misperception of risks. Safety signs are designed to provide warning and raise worker's …

[PDF][PDF] Driver's Comprehension and Improvement of Warning Signs.

L Yuan, Y Ma, Z Lei, P Xu - Advances in Mechanical Engineering …, 2014 - cyberleninka.org
Warning signs are effective only when users clearly understand their meaning. Three
experiments were conducted in this study. In the first, the perception accuracy of warning …

[PDF][PDF] Traffic sign comprehension: a review of influential factors and future directions for research

T Zhang, AHS Chan - Proceedings of the international multiconference of …, 2013 - iaeng.org
Traffic signs are effective only when users clearly understand their meaning. This paper
reviews recent studies concerning traffic sign comprehension and finds that unsatisfactory …