Distracted Driving Classification Based On Driving Skills In Females
Driving a car in a real-life is a safety-critical example of multitasking. Distraction is a significant risk to road safety, not only for drivers but also for vulnerable road users. Distracting behaviours while driving are popular all around the world, despite the fact that they have been shown to h...
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| Format: | Monograph |
| Language: | English |
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Universiti Sains Malaysia
2021
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| Online Access: | http://eprints.usm.my/56046/ http://eprints.usm.my/56046/1/Distracted%20Driving%20Classification%20Based%20On%20Driving%20Skills%20In%20Females.pdf |
| _version_ | 1848883248696918016 |
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| author | Rajoo, Tanish |
| author_facet | Rajoo, Tanish |
| author_sort | Rajoo, Tanish |
| building | USM Institutional Repository |
| collection | Online Access |
| description | Driving a car in a real-life is a safety-critical example of multitasking. Distraction is a significant risk to road safety, not only for drivers but also for vulnerable road users. Distracting behaviours while driving are popular all around the world, despite the fact that they have been shown to have a negative influence on driving safety. This study examine distractive driving skills on female drivers. This is done through conducting two different datasets which one from US dataset and another one is Malaysia dataset. Driving experience with more than and equal to one and half a year drivers were considered in this study. Total of 33 and 57 female drivers were chosen respectively in both datasets. Additionally, a class attribute which is DriverDistractionLevel class is introduced with 3 distinct (Mild Distraction, Moderate Distraction and Severe Distraction). Furthermore, driving performance indicator also been listed which were Speed, Brake, Steering, LaneOffset, Lane.Positon and Time. The analysis among the study attributes showed that female drivers highly engaged in the distractive driving based on their driving skills, which is identified by the driving performance indicator. |
| first_indexed | 2025-11-15T18:47:48Z |
| format | Monograph |
| id | usm-56046 |
| institution | Universiti Sains Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T18:47:48Z |
| publishDate | 2021 |
| publisher | Universiti Sains Malaysia |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | usm-560462022-12-19T07:33:24Z http://eprints.usm.my/56046/ Distracted Driving Classification Based On Driving Skills In Females Rajoo, Tanish T Technology TJ1-1570 Mechanical engineering and machinery Driving a car in a real-life is a safety-critical example of multitasking. Distraction is a significant risk to road safety, not only for drivers but also for vulnerable road users. Distracting behaviours while driving are popular all around the world, despite the fact that they have been shown to have a negative influence on driving safety. This study examine distractive driving skills on female drivers. This is done through conducting two different datasets which one from US dataset and another one is Malaysia dataset. Driving experience with more than and equal to one and half a year drivers were considered in this study. Total of 33 and 57 female drivers were chosen respectively in both datasets. Additionally, a class attribute which is DriverDistractionLevel class is introduced with 3 distinct (Mild Distraction, Moderate Distraction and Severe Distraction). Furthermore, driving performance indicator also been listed which were Speed, Brake, Steering, LaneOffset, Lane.Positon and Time. The analysis among the study attributes showed that female drivers highly engaged in the distractive driving based on their driving skills, which is identified by the driving performance indicator. Universiti Sains Malaysia 2021-07-01 Monograph NonPeerReviewed application/pdf en http://eprints.usm.my/56046/1/Distracted%20Driving%20Classification%20Based%20On%20Driving%20Skills%20In%20Females.pdf Rajoo, Tanish (2021) Distracted Driving Classification Based On Driving Skills In Females. Project Report. Universiti Sains Malaysia, Pusat Pengajian Kejuruteraan Mekanik. (Submitted) |
| spellingShingle | T Technology TJ1-1570 Mechanical engineering and machinery Rajoo, Tanish Distracted Driving Classification Based On Driving Skills In Females |
| title | Distracted Driving Classification Based On Driving Skills In Females |
| title_full | Distracted Driving Classification Based On Driving Skills In Females |
| title_fullStr | Distracted Driving Classification Based On Driving Skills In Females |
| title_full_unstemmed | Distracted Driving Classification Based On Driving Skills In Females |
| title_short | Distracted Driving Classification Based On Driving Skills In Females |
| title_sort | distracted driving classification based on driving skills in females |
| topic | T Technology TJ1-1570 Mechanical engineering and machinery |
| url | http://eprints.usm.my/56046/ http://eprints.usm.my/56046/1/Distracted%20Driving%20Classification%20Based%20On%20Driving%20Skills%20In%20Females.pdf |