首页> 外国专利> SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIA FOR ENHANCING ONLINE PRODUCT SEARCH THROUGH MULTIOBJECTIVE OPTIMIZATION OF PRODUCT SEARCH RANKING FUNCTIONS

SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIA FOR ENHANCING ONLINE PRODUCT SEARCH THROUGH MULTIOBJECTIVE OPTIMIZATION OF PRODUCT SEARCH RANKING FUNCTIONS

机译:通过产品搜索排名功能的多目标优化来增强在线产品搜索的系统,方法和非暂时性计算机可读存储介质

摘要

A system, method, and non-transitory computer-readable storage media includes a computer system having a server configured to generate labeled data on products to produce pairwise preferences, to combine the pairwise preferences, editorial ratings of the products, and inferred consumer relevances of the products to produce an ideal ranking for the products, to learn rerank function parameters based on the ideal ranking for the products, to output product rerank function parameters based on the learned rerank function parameters, to receive a product search query from a user device of a user, to get products that match the product search query, to rank the products based on the product rerank function parameters, and to output the ranked products as search results to the user device of the user.
机译:一种系统,方法和非暂时性计算机可读存储介质,包括具有服务器的计算机系统,该服务器被配置为生成产品上的标记数据以产生成对偏好,以组合成对偏好,产品的编辑等级以及推断的消费者相关性。产品以产生产品的理想排名,基于产品的理想排名学习排名功能参数,基于学习到的排名功能参数输出产品排名功能参数,从用户设备接收产品搜索查询用户获取与产品搜索查询匹配的产品,并基于产品重排功能参数对产品进行排名,并将排名后的产品作为搜索结果输出到用户的用户设备。

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