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@article{ART002586625},
author={KIMHUISOO and Kim, Youngho},
title={Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation},
journal={Journal of the Korean Cartographic Association},
issn={1598-6160},
year={2020},
volume={20},
number={1},
pages={93-106}

TY - JOUR
AU - KIMHUISOO
AU - Kim, Youngho
TI - Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation
JO - Journal of the Korean Cartographic Association
PY - 2020
VL - 20
IS - 1
PB - The Korean Cartographic Association
SP - 93
EP - 106
SN - 1598-6160
AB - Many countries are running public bicycle services to promote bicycle use. Bicycle, considered as an alternative transportation mode, is a way to take care of environmental problems and traffic jam. Seoul, in particular, is running public bicycle service “Ttareongyi” for 5 years so far. Ttareongyi is now considered as one of the major modes in short distance transportation. This study insists that Ttareongyi needs improvements to enhance efficient use. For the purpose, this study analyzes the temporal patterns and the network clusters of Ttareongyi use. Getis and Ord’s  statistic is expanded to network structure and applied to find network clusters. Bootstrap permutation is applied for significance test. The result identifies several significant network clusters in Ttareongyi use in Seoul. And local analysis presents clear contrasts in Ttareongyi uses among different times within a day. Conclusion suggests that differences in Ttareongyi use patterns in both temporal and spatial perspectives must be measured and reflected for more efficient and effective Ttareongyi operation
KW - Ttareongyi;Public bicycles;Spatial network autocorrelation;Network cluster;Spatio-temporal patterns
DO -
UR -
ER -

KIMHUISOO and Kim, Youngho. (2020). Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation. Journal of the Korean Cartographic Association, 20(1), 93-106.

KIMHUISOO and Kim, Youngho. 2020, "Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation", Journal of the Korean Cartographic Association, vol.20, no.1 pp.93-106.

KIMHUISOO, Kim, Youngho "Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation" Journal of the Korean Cartographic Association 20.1 pp.93-106 (2020) : 93.

KIMHUISOO, Kim, Youngho. Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation. 2020; 20(1), 93-106.

KIMHUISOO and Kim, Youngho. "Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation" Journal of the Korean Cartographic Association 20, no.1 (2020) : 93-106.

KIMHUISOO; Kim, Youngho. Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation. Journal of the Korean Cartographic Association, 20(1), 93-106.

KIMHUISOO; Kim, Youngho. Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation. Journal of the Korean Cartographic Association. 2020; 20(1) 93-106.

KIMHUISOO, Kim, Youngho. Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation. 2020; 20(1), 93-106.

KIMHUISOO and Kim, Youngho. "Space-time Network Analysis of Public Bicycle Use and its Visualization Using Spatial Network Autocorrelation" Journal of the Korean Cartographic Association 20, no.1 (2020) : 93-106.