• Title/Summary/Keyword: Gee-Lifestyle 군집화

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Prediction of Consumer Propensity to Purchase Using Geo-Lifestyle Clustering and Spatiotemporal Data Cube in GIS-Postal Marketing System (GIS-우편 마케팅 시스템에서 Geo-Lifestyle 군집화 및 시공간 데이터 큐브를 이용한 구매.소비 성향 예측)

  • Lee, Heon-Gyu;Choi, Yong-Hoon;Jung, Hoon;Park, Jong-Heung
    • Journal of Korea Spatial Information System Society
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    • v.11 no.4
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    • pp.74-84
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    • 2009
  • GIS based new postal marketing method is presented in this paper with spatiotemporal mining to cope with domestic mail volume decline and to strengthening competitiveness of postal business. Market segmentation technique for socialogy of population and spatiotemporal prediction of consumer propensity to purchase through spatiotemporal multi-dimensional analysis are suggested to provide meaningful and accurate marketing information with customers. Internal postal acceptance & external statistical data of local districts in the Seoul Metropolis are used for the evaluation of geo-lifestyle clustering and spatiotemporal cube mining. Successfully optimal 14 maketing clusters and spatiotemporal patterns are extracted for the prediction of consumer propensity to purchase.

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