文章基本信息

标题：Migration and commuting interactions fields: a new geography with community detection algorithm?
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作者：Thomas, Isabelle ; Adam, Arnaud ; Verhetsel, Ann 等
期刊名称：Belgeo. Revue belge de géographie
印刷版ISSN：1377-2368
电子版ISSN：2294-9135
出版年度：2017
期号：4
DOI：10.4000/belgeo.20507
语种：English
出版社：National Committee of Geography of Belgium / Société Royale Belge de Géographie
摘要：The objective is to refresh the geography of Belgium using interactions between places by means of a community detection algorithm (Louvain Method) inspired by Complex theory and Data Sciences. Places that are tightly related are optimally clustered into communities, leading to a new and optimal partition of Belgium. Migrations and commuting movements (Census11) are here analysed. We obtain a mosaic of “interaction fields” that are here interpreted in terms of methodological choices, human and urban geography as well as Belgian political dilemmas. They give the opportunity to remind that researchers have to control the impact of their methodological choices and that each type of data leads to a different geographical partitioning, with one major unexpected common spatial feature in Belgium: the pre-eminence of the provincial borders. This perfectly fits with current political questioning.
其他摘要：The objective is to refresh the geography of Belgium using interactions between places by means of a community detection algorithm (Louvain Method) inspired by Complex theory and Data Sciences. Places that are tightly related are optimally clustered into communities, leading to a new and optimal partition of Belgium. Migrations and commuting movements (Census11) are here analysed. We obtain a mosaic of “interaction fields” that are here interpreted in terms of methodological choices, human and urban geography as well as Belgian political dilemmas. They give the opportunity to remind that researchers have to control the impact of their methodological choices and that each type of data leads to a different geographical partitioning, with one major unexpected common spatial feature in Belgium: the pre-eminence of the provincial borders. This perfectly fits with current political questioning.
关键词：Belgique; migration; détection de communautés; champs d’interactions; navettes; provinces; Census11
其他关键词：Belgium; migration; commuting; community detection; interaction fields; provinces; Census11