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Revealing urban functions in cities can be an essential means to describe the characteristics of human activities and places. Through the lens of points of interest and tourist online reviews collected in downtown Hong Kong, this study develops a semantic-based framework to detect and compare urban functional identities. The findings depict a unique image of city identity for the downtown area in Hong Kong that contains miscellaneous urban vibrancies. Ultimately, a profound insight is yielded in our study for the understanding of local activities, which can provide human-centric implications for evidence-based urban planning and establish real-world cognitions to the public.
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\r\n\r\nGISRUK is the largest academic conference in Geographic Information Science in the UK. Since 1993, GISRUK has attracted international researchers and practitioners in GIS and cognate fields, including geography, computer science, data science, and urban planning to share the latest advances in spatial computing and analysis.
\r\n\r\nThe conference will cover all aspects of theoretical and applied geographical information science, but this year we will also have special sessions for papers which focus on aspects of the COVID19 pandemic, including ways of mapping the spread of the disease and spatially analysing the variation in its impact on such things as mobility, social inequalities and the outcomes of interventions such as stay at home orders.
\r\n\r\nConference proceedings of all accepted papers will be made available online
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