Exploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China
Mou, Naixia2,3; Yuan, Rongzheng2; Yang, Tengfei4; Zhang, Hengcai3; Tang, Jinwen (Jimmy)1,5; Makkonen, Teemu6
刊名TOURISM MANAGEMENT
2020-02-01
卷号76页码:14
关键词Inbound tourism flow Spatio-temporal changes Shanghai Geotagged photo Complex network
ISSN号0261-5177
DOI10.1016/j.tourman.2019.103955
通讯作者Zhang, Hengcai(zbanghc@lreis.ac.cn)
英文摘要Knowledge on spatio-temporal changes of inbound tourism flow is important for destination economy, cultural communication and city image. This paper proposes a novel research framework for the spatio-temporal distribution and changes of inbound tourism flow by, first, using R-HDBSCAN clustering algorithm to extract tourism area of interest (AOI), second, by utilizing several key indicators adopted from the complex network theory literature to study the structure of inbound tourism flow with a case study example from Shanghai, China. The results show, first, that tourism in Shanghai is highly concentrated on the most popular AOI clustered in the city center relatively close to each other and, second, that, the inbound tourism flow network of Shanghai has small-world characteristics, while the distribution of its AOI (nodes) and tourist routes (edges) has general power law features, which has been influenced by the World Expo.
资助项目National Natural Science Foundation of China[41771476] ; Natural Science Foundation of Shandong Province[ZR2016DM02]
WOS关键词MOVEMENT PATTERNS ; WORLD EXPO ; DESTINATION ; NETWORK ; TRAVEL ; DYNAMICS ; AREAS ; IMAGE
WOS研究方向Environmental Sciences & Ecology ; Social Sciences - Other Topics ; Business & Economics
语种英语
出版者ELSEVIER SCI LTD
WOS记录号WOS:000497248600012
资助机构National Natural Science Foundation of China ; Natural Science Foundation of Shandong Province
内容类型期刊论文
源URL[http://ir.igsnrr.ac.cn/handle/311030/130621]  
专题中国科学院地理科学与资源研究所
通讯作者Zhang, Hengcai
作者单位1.South China Univ Technol, Sch Econ & Commerce, Guangzhou 510006, Guangdong, Peoples R China
2.Shandong Univ Sci & Technol, Coll Geomat, Qingdao 266590, Shandong, Peoples R China
3.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
4.Chinese Acad Sci, Inst Remote Sensing & Digital Each, Beijing 100094, Peoples R China
5.Univ Surrey, Sch Hospitality & Tourism Management, Guildford GU2 7XH, Surrey, England
6.Univ Eastern Finland, Karelian Inst, FI-80101 Joensuu, Finland
推荐引用方式
GB/T 7714
Mou, Naixia,Yuan, Rongzheng,Yang, Tengfei,et al. Exploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China[J]. TOURISM MANAGEMENT,2020,76:14.
APA Mou, Naixia,Yuan, Rongzheng,Yang, Tengfei,Zhang, Hengcai,Tang, Jinwen ,&Makkonen, Teemu.(2020).Exploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China.TOURISM MANAGEMENT,76,14.
MLA Mou, Naixia,et al."Exploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China".TOURISM MANAGEMENT 76(2020):14.
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