Uncertain clustering of social specialization in metropolitan areas

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2016

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Giovanni Fusco et al., « Uncertain clustering of social specialization in metropolitan areas », HAL-SHS : géographie, ID : 10670/1.3zlg3e


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Instead of defining a priori target populations, sociodemographic variables and sector of residence are combined in order to identify geographically meaningful clusters of households on the French Riviera. A Bayesian classifier produces uncertainty-based clusters whose uncertain knowledge is represented through an interactive geo-dataviz solution. Cluster characteristics, sociodemographic content of geographic sectors, socio-spatial contrasts between neighboring sectors and proximity in variable space are explored taking into consideration the uncertain character of the available knowledge.

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