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 |
DOI | 10.1016/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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