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@article{ART002813794},
author={Ju-Wan Han and Seong-Hyun Park and Chae-Hyeon Sim and Ju-Won Whang},
title={Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2022},
volume={27},
number={2},
pages={61-69},
doi={10.9708/jksci.2022.27.02.061}

TY - JOUR
AU - Ju-Wan Han
AU - Seong-Hyun Park
AU - Chae-Hyeon Sim
AU - Ju-Won Whang
TI - Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification
JO - Journal of The Korea Society of Computer and Information
PY - 2022
VL - 27
IS - 2
PB - The Korean Society Of Computer And Information
SP - 61
EP - 69
SN - 1598-849X
AB - As the delivery industry grew around the restaurant industry along with the COVID-19 situation, the number of delivery workers increased significantly. Along with that, new forms of delivery using personal mobility (PM) also emerged and two-wheeled or PM-related accidents are steadily increasing. This study manufactures a PM’s driving analysis device to establish a safe delivery monitoring environment. This system was constructed to process data collected from the driving analysis device and through a cloud server, which would recognize and record special situations (acceleration/deceleration, speed bump) that could occur during the PM's driving situation. As a result, the angular speed, acceleration, and geomagnetic values collected from the IMU in the device were able to determine whether to drive, drive on the sidewalk, and drive on the speed bump. This technology was able to achieve approximately 1600 times more driving information storage efficiency than conventional image-based recording devices.
KW - Personal Mobility;Safety Helmet;Monitoring Device;Driving Analysis;IMU;Confusion Matrix
DO - 10.9708/jksci.2022.27.02.061
ER -

Ju-Wan Han, Seong-Hyun Park, Chae-Hyeon Sim and Ju-Won Whang. (2022). Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification. Journal of The Korea Society of Computer and Information, 27(2), 61-69.

Ju-Wan Han, Seong-Hyun Park, Chae-Hyeon Sim and Ju-Won Whang. 2022, "Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification", Journal of The Korea Society of Computer and Information, vol.27, no.2 pp.61-69. Available from: doi:10.9708/jksci.2022.27.02.061

Ju-Wan Han, Seong-Hyun Park, Chae-Hyeon Sim, Ju-Won Whang "Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification" Journal of The Korea Society of Computer and Information 27.2 pp.61-69 (2022) : 61.

Ju-Wan Han, Seong-Hyun Park, Chae-Hyeon Sim, Ju-Won Whang. Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification. 2022; 27(2), 61-69. Available from: doi:10.9708/jksci.2022.27.02.061

Ju-Wan Han, Seong-Hyun Park, Chae-Hyeon Sim and Ju-Won Whang. "Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification" Journal of The Korea Society of Computer and Information 27, no.2 (2022) : 61-69.doi: 10.9708/jksci.2022.27.02.061

Ju-Wan Han; Seong-Hyun Park; Chae-Hyeon Sim; Ju-Won Whang. Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification. Journal of The Korea Society of Computer and Information, 27(2), 61-69. doi: 10.9708/jksci.2022.27.02.061

Ju-Wan Han; Seong-Hyun Park; Chae-Hyeon Sim; Ju-Won Whang. Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification. Journal of The Korea Society of Computer and Information. 2022; 27(2) 61-69. doi: 10.9708/jksci.2022.27.02.061

Ju-Wan Han, Seong-Hyun Park, Chae-Hyeon Sim, Ju-Won Whang. Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification. 2022; 27(2), 61-69. Available from: doi:10.9708/jksci.2022.27.02.061

Ju-Wan Han, Seong-Hyun Park, Chae-Hyeon Sim and Ju-Won Whang. "Development of Smart driving monitoring device for Personal Mobility through Confusion Matrix verification" Journal of The Korea Society of Computer and Information 27, no.2 (2022) : 61-69.doi: 10.9708/jksci.2022.27.02.061