Spatial interaction – modification model and applications to geo-demographic analysis
作者：
Highlights：
• We proposed a novel modification model for geo-demographic analysis.
• Some important theorems and properties of this model were studied.
• We integrated the model to fuzzy clustering to form a new algorithm.
• It was validated through experiments on both small and real datasets.
• The clustering quality of our method is better than that of relevant ones.
摘要
•We proposed a novel modification model for geo-demographic analysis.•Some important theorems and properties of this model were studied.•We integrated the model to fuzzy clustering to form a new algorithm.•It was validated through experiments on both small and real datasets.•The clustering quality of our method is better than that of relevant ones.
论文关键词：Fuzzy clustering,Geo-demographic analysis,Geographic effects,Spatial interaction modification model,Data mining
论文评审过程：Received 7 January 2013, Revised 7 May 2013, Accepted 9 May 2013, Available online 23 May 2013.
论文官网地址：https://doi.org/10.1016/j.knosys.2013.05.005
