CUSTOMER SEGMENTATION VIA CONSENSUS CLUSTERING

    公开(公告)号:US20180121942A1

    公开(公告)日:2018-05-03

    申请号:US15342983

    申请日:2016-11-03

    IPC分类号: G06Q30/02

    CPC分类号: G06Q30/0204

    摘要: The customer segmentation system includes a basic partition constructor to generate basic partitions of customers in an original feature space. Further, a partition space transformer in the customer segmentation system transforms the original feature space to an augmented partition space based on membership information of the customers into the basic partitions. Subsequently, a consensus clustering builder in the customer segmentation system determines consensus-based partitions of the customers in the augmented partition space. As such, robust and high-quality partitions for customer segmentation are achieved in the customer segmentation system.