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2018
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info:eu-repo/semantics/altIdentifier/doi/10.4230/LIPIcs.GISCIENCE.2018.23
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info:eu-repo/semantics/altIdentifier/isbn/978-3-95977-083-5
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info:eu-repo/semantics/altIdentifier/pissn/1868-8969
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info:eu-repo/semantics/altIdentifier/urn/urn:nbn:ch:serval-BIB_D29E670710D60
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Group dynamics Association Groups, Social Papers Urban politics Cities and towns--Government Municipal reform City government Municipalities Municipal administration Modelmaking Modelling Model-making Molding (Clay, plaster, etc.) Clay modeling Modelling Case Global cities Towns Urban systems Municipalities Urban areas Ursidae Methods of analysis Analysis and chemistry Analytical methods Chemical analysis Analysis methods Analysis and examinationCiter ce document
R. Ceré et al., « Geographical Exploration and Analysis Extended to Textual Content (Short Paper) », Serveur académique Lausannois, ID : 10.4230/LIPIcs.GISCIENCE.2018.23
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Résumé
Textual and socio-economical regional features can be integrated and merged by linearly combining the between-regions corresponding dissimilarities. The scheme accommodates for various squared Euclidean socio-economical and textual dissimilarities (such as chi2 or cosine dissimilarities derived from document-term matrix or topic modelling). Also, spatial configuration of the regions can be represented by a weighted unoriented network whose vertex weights match the relative importance of regions. Association between the network and the dissimilarities expresses in the multivariate spatial autocorrelation index δ, generalizing Moran’s I, whose local version can be cartographied. Our case study bears on the Wikipedia notices and socio-economic profiles for the 2251 Swiss municipalities, whose weights (socio-economical or textual) can be freely chosen.