TY - GEN
T1 - Determinants of tourists' length of stay at various scenic spots based on cellular data
AU - Chiou, Yu-Chiun
AU - Hsieh, Chih Wei
N1 - Publisher Copyright:
© 2018 Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018. All rights reserved.
PY - 2018/12
Y1 - 2018/12
N2 - This study aims to investigate factors contributing to the length of stay on various types of scenic spots based on cellular probe data by using accelerated failure time (AFT) models with three error terms distribution, Weibull, log-normal, and log-logistic, respectively. Potential factors related to scenic spots and trip characteristics are selected. A case study on Yi-Lan County, Taiwan, where has a variety of scenic spots attracting visitors, has been conducted. The estimation results show that the Log-normal AFT model performs best. The key factors contributing to length of stay include origin city, travel distance, entrance time, travel mode, and sequence of visited scenic spots.
AB - This study aims to investigate factors contributing to the length of stay on various types of scenic spots based on cellular probe data by using accelerated failure time (AFT) models with three error terms distribution, Weibull, log-normal, and log-logistic, respectively. Potential factors related to scenic spots and trip characteristics are selected. A case study on Yi-Lan County, Taiwan, where has a variety of scenic spots attracting visitors, has been conducted. The estimation results show that the Log-normal AFT model performs best. The key factors contributing to length of stay include origin city, travel distance, entrance time, travel mode, and sequence of visited scenic spots.
KW - Cellular probe data
KW - Length of stay
KW - Scenic spots
KW - Survival analysis
UR - http://www.scopus.com/inward/record.url?scp=85064617552&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:85064617552
T3 - Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018
SP - 283
EP - 289
BT - Transportation Systems in the Connected Era - Proceedings of the 23rd International Conference of Hong Kong Society for Transportation Studies, HKSTS 2018
A2 - Gu, Weihua
A2 - Wang, Shuaian
PB - Hong Kong Society for Transportation Studies Limited
T2 - 23rd International Conference of Hong Kong Society for Transportation Studies: Transportation Systems in the Connected Era, HKSTS 2018
Y2 - 8 December 2018 through 10 December 2018
ER -