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    OPTIMIZING SIMILAR ITEM RECOMMENDATIONS IN A SEMI-STRUCTURED ENVIRONMENT
    3.
    发明申请
    OPTIMIZING SIMILAR ITEM RECOMMENDATIONS IN A SEMI-STRUCTURED ENVIRONMENT 审中-公开

    公开(公告)号：US20170293695A1

    公开(公告)日：2017-10-12

    申请号：US15190279

    申请日：2016-06-23

    Applicant: eBay Inc.

    Inventor： Yuri Michael Brovman ,  Marie Jacob ,  Natraj Srinivasan ,  Stephen Neola ,  Daniel Galron ,  Ryan Snyder ,  Paul Wang

    IPC: G06F17/30

    CPC classification number: G06Q30/0631 ,  G06Q30/0251

    Abstract: Systems, methods and media are provided for optimizing similar item recommendations in a semi-structured environment. In one embodiment a system includes at least one processor and a memory storing instructions that, when executed by the at least one processor, cause the system to perform operations comprising, at least identifying a seed item; retrieving a subset of recommended items relevant to the seed item; and ranking the subset of recommended items based on an item conversion probability, wherein the ranking of the subset of recommended items is based on a machine learning technique, and wherein a binary or multi-class label is used as training input to the machine learning technique.

    DATABASE SEARCH OPTIMIZER AND THEMED FILTERS
    4.
    发明申请
    DATABASE SEARCH OPTIMIZER AND THEMED FILTERS 审中-公开

    公开(公告)号：US20170322971A1

    公开(公告)日：2017-11-09

    申请号：US15585986

    申请日：2017-05-03

    Applicant: eBay Inc.

    Inventor： Narayanan Seshadri ,  Gyanit Singh ,  Justin Nicholas House ,  Nish Parikh ,  David Goldberg ,  Daniel Fain ,  Huai-ter Chong ,  Stephen Neola ,  Jonas Oscar Klink

    IPC: G06F17/30 ,  G06F3/0484 ,  G06F3/0481

    Abstract: In various example embodiments, a system and method for retrieving database records are presented. A method includes receiving an access request for database records, identifying a primary database record corresponding to the access request, and selecting a set of secondary database records corresponding to a portion of the access request. The method determines a set of differentiating elements within records of the set of secondary database records. Each differentiating element distinguishes at least one record of the set of secondary database records from one or more of the primary database record and a portion of the records included in the set of secondary database records. The method generates a formatted search interface including a set of selectable interface icons representing one or more differentiating elements and causes presentation of the formatted search interface at a client device associated with the access request.

    GENERATING A DISCOVERY PAGE DEPICTING ITEM ASPECTS
    5.
    发明申请
    GENERATING A DISCOVERY PAGE DEPICTING ITEM ASPECTS 审中-公开
    产生一个发现页面的项目方面

    公开(公告)号：US20160314205A1

    公开(公告)日：2016-10-27

    申请号：US14695139

    申请日：2015-04-24

    Applicant: eBay Inc.

    Inventor： Harrison Maxwell Davis ,  Tao Peng ,  Stephen Neola ,  Stephen Wu ,  Hyo Chung

    IPC: G06F17/30

    Abstract: In various example embodiments, a system and method for generating a discovery page that depicts item aspects are presented. A query that includes an identifier of an item is received from a client device. A category of items that includes the item described in the query is identified using the identifier of the item. One or more aspects that correspond to a group of items included in the category of items are determined. Item listings for the group of items from the category of items are accessed. A discovery page that depicts the accessed item listings of the group of items in relation to the one or more aspects is generated. Display of the generated discovery page is caused.

    Abstract translation: 在各种示例实施例中，呈现用于生成描绘项目方面的发现页面的系统和方法。 从客户端设备接收到包含项目标识符的查询。 使用项目的标识符来识别包括查询中描述的项目的项目的类别。 确定与项目类别中包括的一组项目相对应的一个或多个方面。 来自项目类别的项目组的项目列表被访问。 生成与一个或多个方面相关的描述项目组的所访问的项目列表的发现页面。 导致生成的发现页面的显示。

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