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@article{ART002934516},
author={Jeongeun Song and Yoon-Ah Song and ZoonKy Lee},
title={Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2023},
volume={28},
number={2},
pages={131-142},
doi={10.9708/jksci.2023.28.02.131}

TY - JOUR
AU - Jeongeun Song
AU - Yoon-Ah Song
AU - ZoonKy Lee
TI - Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters
JO - Journal of The Korea Society of Computer and Information
PY - 2023
VL - 28
IS - 2
PB - The Korean Society Of Computer And Information
SP - 131
EP - 142
SN - 1598-849X
AB - In this paper, we propose a new station selection algorithm to solve the illegal parking problem of shared electric scooters and improve the service quality. Recently, as a solution to the urban transportation problem, shared electric scooters are attracting attention as the first and last mile means between public transportation and final destinations. As a result, the shared electric scooter market grew rapidly, problems caused by electric scooters are becoming serious. Therefore, in this study, text data are collected to understand the nature of the problem, and the problems related to shared scooters are viewed from the perspective of pedestrians and users in ‘LDA Topic Modeling’, and a station extension algorithm is based on this. Some parking lots have already been installed, but the existing parking lot location is different from the actual area of tow. Therefore, in this study, we propose an algorithm that can install stations at high actual tow density using mixed clustering technology using K-means after primary clustering by DBSCAN, reflecting the ‘current state of electric scooter tow in Seoul’.
KW - Personal Mobility;Shared electric scooter;LDA Topic Modeling;DBSCAN;K-MEANS
DO - 10.9708/jksci.2023.28.02.131
ER -

Jeongeun Song, Yoon-Ah Song and ZoonKy Lee. (2023). Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters. Journal of The Korea Society of Computer and Information, 28(2), 131-142.

Jeongeun Song, Yoon-Ah Song and ZoonKy Lee. 2023, "Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters", Journal of The Korea Society of Computer and Information, vol.28, no.2 pp.131-142. Available from: doi:10.9708/jksci.2023.28.02.131

Jeongeun Song, Yoon-Ah Song, ZoonKy Lee "Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters" Journal of The Korea Society of Computer and Information 28.2 pp.131-142 (2023) : 131.

Jeongeun Song, Yoon-Ah Song, ZoonKy Lee. Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters. 2023; 28(2), 131-142. Available from: doi:10.9708/jksci.2023.28.02.131

Jeongeun Song, Yoon-Ah Song and ZoonKy Lee. "Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters" Journal of The Korea Society of Computer and Information 28, no.2 (2023) : 131-142.doi: 10.9708/jksci.2023.28.02.131

Jeongeun Song; Yoon-Ah Song; ZoonKy Lee. Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters. Journal of The Korea Society of Computer and Information, 28(2), 131-142. doi: 10.9708/jksci.2023.28.02.131

Jeongeun Song; Yoon-Ah Song; ZoonKy Lee. Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters. Journal of The Korea Society of Computer and Information. 2023; 28(2) 131-142. doi: 10.9708/jksci.2023.28.02.131

Jeongeun Song, Yoon-Ah Song, ZoonKy Lee. Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters. 2023; 28(2), 131-142. Available from: doi:10.9708/jksci.2023.28.02.131

Jeongeun Song, Yoon-Ah Song and ZoonKy Lee. "Station Extension Algorithm Considering Destinations to Solve Illegal Parking of E-Scooters" Journal of The Korea Society of Computer and Information 28, no.2 (2023) : 131-142.doi: 10.9708/jksci.2023.28.02.131