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    • 29. 发明授权
    • Automated product attribute selection
    • 自动产品属性选择
    • US08898169B2
    • 2014-11-25
    • US13292852
    • 2011-11-09
    • Salih B. GokturkWei ZhangEmilio Rodriguez Antunez, IIIBaris Sumengen
    • Salih B. GokturkWei ZhangEmilio Rodriguez Antunez, IIIBaris Sumengen
    • G06F17/30G06Q30/02
    • G06F17/30873G06Q30/0278
    • Product data for a product is received by an attribute selection module. The product data includes product image data and product text data. This product data is used to generate a plurality of probability distributions for a category. The category includes a plurality of attributes, and the probability distribution includes a plurality of probabilities indicating the likelihoods that attributes of the category are applicable to the product. The plurality of probability distributions for the category are weighted and summed to generate a combined probability distribution for the category. An attribute label is determined by selecting an attribute from the category that is indicated to be most likely applicable to the product based on the combined probability distribution for the category. The attribute label is associated with the product. The attribute label enables other services to search for and retrieve the product based on the attribute.
    • 产品的产品数据由属性选择模块接收。 产品数据包括产品图像数据和产品文本数据。 该产品数据用于为类别生成多个概率分布。 该类别包括多个属性,并且概率分布包括指示类别的属性适用于产品的可能性的多个概率。 对类别的多个概率分布进行加权和求和,以生成该类别的组合概率分布。 通过根据该类别的组合概率分布来选择指示为最可能适用于该产品的类别的属性来确定属性标签。 属性标签与产品相关联。 属性标签使其他服务可以根据属性搜索和检索产品。