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    Cost-based fulfillment tie-breaking
    5.
    发明授权
    Cost-based fulfillment tie-breaking 有权
    基于成本的履行破产

    公开(公告)号：US08498888B1

    公开(公告)日：2013-07-30

    申请号：US13166322

    申请日：2011-06-22

    申请人： Paul Raff ,  Xiao Yu Li

    发明人： Paul Raff ,  Xiao Yu Li

    IPC分类号： G06Q10/00

    CPC分类号： G06Q10/087

    摘要： Systems and methods for cost-based fulfillment tie breaking are disclosed. In some embodiments, a method may include receiving an indication of an order for an item stocked in a plurality of fulfillment centers, where a difference between a cost of fulfilling the order with one of the plurality of fulfillment centers and a cost of fulfilling the order with another one of the plurality of fulfillment centers is within a specified amount. The method may also include selecting a given one of the plurality of fulfillment centers to fulfill the order based, at least in part, upon expected costs corresponding to inventory positions that would result from fulfilling the order with each of the plurality of fulfillment centers.

    摘要翻译： 披露了以成本为基础的履行破产的制度和方法。 在一些实施例中，一种方法可以包括接收存储在多个履行中心中的物品的订单的指示，其中履行订单的成本与多个履行中心中的一个履行中心之间的差异以及履行订单的成本 多个履行中心中的另一个履行中心在规定的数量内。 该方法还可以包括选择多个履行中心中的给定一个履行中心，以至少部分地基于与履行多个履行中心中的每一个履行订单所产生的库存仓位相对应的预期成本来完成订单。

    CLIENT INTENT IN AN INTEGRATED SEARCH ENVIRONMENT
    6.
    发明申请
    CLIENT INTENT IN AN INTEGRATED SEARCH ENVIRONMENT 审中-公开
    一体化搜索环境中的客户意图

    公开(公告)号：US20170039269A1

    公开(公告)日：2017-02-09

    申请号：US15303951

    申请日：2014-03-26

    申请人： Paul RAFF ,  Xiao HUANG ,  Yichao CAI ,  Rui MA ,  Aidan C. CROOK ,  An YAN ,  Microsoft Technology Licensing, LLC

    发明人： Paul Raff ,  Xiao Huang ,  Yichao Cai ,  Rui Ma ,  Aidan Crook ,  An Yan

    IPC分类号： G06F17/30 ,  G06N99/00 ,  G06N5/04

    CPC分类号： G06F16/285 ,  G06F16/90335 ,  G06N5/04 ,  G06N20/00

    摘要： Architecture that operates in combination with an integrated search framework to derive user intent associated with a search query, and then based on the derived intent, choose the search method: a local search on the current local device from which the search is initiated, a non-local search of data sources other than the local device, or both the local search and the non-local search. The query context can be derived to more effectively assess the query intent. The architecture employs predictive models trained with candidate features that enable the prediction of a singular intent (or degree of intent) in the integrated search environment. The models can be trained using historical and real-time features. A classifier is trained using the features. The user intent is then derived based on the classifier output and the search is performed accordingly.

    摘要翻译： 与集成搜索框架结合使用以获得与搜索查询相关联的用户意图，然后基于派生意图的体系结构，选择搜索方法：搜索起始的当前本地设备上的本地搜索， - 本地搜索本地设备以外的数据源，或本地搜索和非本地搜索。 可以导出查询上下文以更有效地评估查询意图。 该架构采用通过候选功能训练的预测模型，可以预测综合搜索环境中的单一意图（或意向度）。 可以使用历史和实时功能训练模型。 使用特征训练分类器。 然后基于分类器输出导出用户意图，并相应地执行搜索。