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    • 98. 发明公开
    • PLANOGRAM INFORMATION GENERATION DEVICE AND PREDICTION MODEL
    • US20230351286A1
    • 2023-11-02
    • US18042662
    • 2021-08-18
    • NTT DOCOMO, INC.
    • Takaya TAMAKI
    • G06Q10/0631G06Q10/087G06Q10/04G06N5/022
    • G06Q10/06315G06Q10/087G06Q10/04G06N5/022
    • A planogram information generation device (10) includes: a planogram condition/data acquisition unit (1001) serving as a planogram condition acquisition unit configured to acquire a planogram condition related to a store shelf for which planogram information is to be generated; a sales number prediction model inference unit (1003) serving as a sales number prediction unit configured to predict the number of future sales for each merchandise item on the basis of a machine learning model created on the basis of past purchase information on merchandise items; a display candidate merchandise item selection unit (1004) serving as a display candidate merchandise item selection unit configured to select a merchandise item that is a candidate for display on the basis of the past purchase information; a merchandise item grouping unit (1005) serving as a grouping unit configured to perform grouping of merchandise items capable of being placed on the store shelf; and a planogram merchandise item placement optimization unit (1006) serving as a planogram determination unit configured to generate the planogram information so that a predicted amount of sales of the merchandise items placed on the store shelf is maximized on the basis of the planogram condition, a result of sales number prediction for the merchandise items with a possibility of being placed on the store shelf, a result of selection of the display candidate merchandise item, and a result of grouping.