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dc.contributor.authorMou, Naixia
dc.contributor.authorYuan, Rongzheng
dc.contributor.authorYang, Tengfei
dc.contributor.authorZhang, Hengcai
dc.contributor.authorTang, Jinwen (Jimmy)
dc.contributor.authorMakkonen, Teemu
dc.date.accessioned2019-08-28T06:41:58Z
dc.date.available2019-08-28T06:41:58Z
dc.date.issued2020
dc.identifier.urihttps://erepo.uef.fi/handle/123456789/7737
dc.description.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.
dc.language.isoenglanti
dc.publisherElsevier BV
dc.relation.ispartofseriesTourism management
dc.relation.urihttp://dx.doi.org/10.1016/j.tourman.2019.103955
dc.rightsCC BY-NC-ND https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectinbound tourism flow
dc.subjectspatio-temporal changes
dc.subjectShanghai
dc.subjectgeotagged photo
dc.subjectcomplex network
dc.titleExploring spatio-temporal changes of city inbound tourism flow: The case of Shanghai, China
dc.description.versionfinal draft
dc.contributor.departmentKarelian Institute, activities
uef.solecris.id64248697en
dc.type.publicationTieteelliset aikakauslehtiartikkelit
dc.rights.accessrights© Elsevier Ltd.
dc.relation.doi10.1016/j.tourman.2019.103955
dc.description.reviewstatuspeerReviewed
dc.relation.articlenumber103955
dc.relation.issn0261-5177
dc.relation.volume76
dc.rights.accesslevelopenAccess
dc.type.okmA1
uef.solecris.openaccessEi


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