IGSNRR OpenIR
Exploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China
Mou, Naixia1,2; Yuan, Rongzheng1; Yang, Tengfei3; Zhang, Hengcai2; Tang, Jinwen (Jimmy)4,5; Makkonen, Teemu6
2020-02-01
Source PublicationTOURISM MANAGEMENT
ISSN0261-5177
Volume76Pages:14
Corresponding AuthorZhang, Hengcai(zbanghc@lreis.ac.cn)
AbstractKnowledge 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.
KeywordInbound tourism flow Spatio-temporal changes Shanghai Geotagged photo Complex network
DOI10.1016/j.tourman.2019.103955
WOS KeywordMOVEMENT PATTERNS ; WORLD EXPO ; DESTINATION ; NETWORK ; TRAVEL ; DYNAMICS ; AREAS ; IMAGE
Indexed BySCI
Language英语
Funding ProjectNational Natural Science Foundation of China[41771476] ; Natural Science Foundation of Shandong Province[ZR2016DM02]
Funding OrganizationNational Natural Science Foundation of China ; Natural Science Foundation of Shandong Province
WOS Research AreaEnvironmental Sciences & Ecology ; Social Sciences - Other Topics ; Business & Economics
WOS SubjectEnvironmental Studies ; Hospitality, Leisure, Sport & Tourism ; Management
WOS IDWOS:000497248600012
PublisherELSEVIER SCI LTD
Citation statistics
Cited Times:6[WOS]   [WOS Record]     [Related Records in WOS]
Document Type期刊论文
Identifierhttp://ir.igsnrr.ac.cn/handle/311030/130622
Collection中国科学院地理科学与资源研究所
Corresponding AuthorZhang, Hengcai
Affiliation1.Shandong Univ Sci & Technol, Coll Geomat, Qingdao 266590, Shandong, Peoples R China
2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, State Key Lab Resources & Environm Informat Syst, Beijing 100101, Peoples R China
3.Chinese Acad Sci, Inst Remote Sensing & Digital Each, Beijing 100094, Peoples R China
4.South China Univ Technol, Sch Econ & Commerce, Guangzhou 510006, Guangdong, 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
Recommended Citation
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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