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    • 1. 发明申请
    • Recommending Product Groups in Ecommerce
    • 推荐电子商务中的产品组
    • US20150095202A1
    • 2015-04-02
    • US14042340
    • 2013-09-30
    • Wal-Mart Stores, Inc.
    • Shankara B. SubramanyaAndy LinMadhusudan MathihalliGirish Nath Natarajan
    • G06Q10/08
    • G06Q10/087G06Q30/0281G06Q30/0631
    • Systems and methods are disclosed herein for supplementing product records with product groups that are relevant to the product records. Queries form users may be analyzed to extract keywords. Search results for keywords are evaluated to determine category consistency among product records, including such values as entropy and taxonomy depth. Those keywords with search results having adequate category consistency are selected as product groups and the search results associated with the product groups. Product groups are associated with product records according to a random walk of a graph having as nodes products and product groups and links representing belonging of a product to a product group. Product groups may be selected based on a transition probability based on a random walk and a quality score based on usage of a product group page for the product group.
    • 本文公开的系统和方法用于对与产品记录相关的产品组补充产品记录。 查询表单用户可能会被分析以提取关键字。 对关键字的搜索结果进行评估,以确定产品记录之间的类别一致性,包括熵和分类深度等值。 选择具有足够类别一致性的搜索结果的关键字作为产品组和与产品组相关联的搜索结果。 产品组根据具有作为节点产品和产品组的图形的随机游走与代表产品属于产品组的链接相关联的产品记录。 可以基于基于随机游走的转移概率和基于产品组的产品组页面的使用的质量得分来选择产品组。