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    Determining resource quality based on resource competition
    31.
    发明授权
    Determining resource quality based on resource competition 有权
    基于资源竞争确定资源质量

    公开(公告)号：US09020927B1

    公开(公告)日：2015-04-28

    申请号：US13562620

    申请日：2012-07-31

    Applicant: Moustafa A. Hammad ,  Hyung-Jin Kim ,  Rajan Patel ,  Thomas E. Bagby

    Inventor： Moustafa A. Hammad ,  Hyung-Jin Kim ,  Rajan Patel ,  Thomas E. Bagby

    IPC: G06F17/30

    CPC classification number: G06F17/30864 ,  G06F17/3053

    Abstract: Methods, systems, and apparatus for determining resource quality based on resource competition. In an aspect, a method comprises: for each of a plurality of resource locators: generating first value for the resource locator that indicates, for a plurality of first sets of search results that each include the resource locator, a number of occurrences of other resource locators that were impressed and not selected when the resource locator was selected; generating a second value for the resource locator that indicates, for a plurality of second sets of search results that each include the resource locator, a number of occurrences of other resource locators that were selected when the resource locator was impressed and not selected; and generating, based on a difference between the first value and the second value, an adjustment factor for the resource locator for adjusting a score associated with the resource locator during a search operation.

    Abstract translation: 基于资源竞争来确定资源质量的方法，系统和装置。 一方面，一种方法包括：对于多个资源定位器中的每一个：为资源定位器生成第一值，所述资源定位器针对包括资源定位符的多个第一组搜索结果指示其他资源的出现次数 当资源定位器被选择时，定位器留下了深刻的印象; 为所述资源定位器生成第二值，所述第二值针对包括所述资源定位符的多个第二组搜索结果指示当所述资源定位符被压缩且未被选择时被选择的其他资源定位符的出现次数; 以及基于所述第一值和所述第二值之间的差异，生成用于在搜索操作期间调整与所述资源定位符相关联的得分的资源定位符的调整因子。

    Ranking search results based on similar queries
    32.
    发明授权
    Ranking search results based on similar queries 有权
    根据类似的查询排列搜索结果

    公开(公告)号：US09009146B1

    公开(公告)日：2015-04-14

    申请号：US13476875

    申请日：2012-05-21

    Applicant: Andrei Lopatenko ,  Hyung-Jin Kim ,  Sandor Dornbush ,  Leonard Wei ,  Timothy P. Kilbourn ,  Mikhail Lopyrev

    Inventor： Andrei Lopatenko ,  Hyung-Jin Kim ,  Sandor Dornbush ,  Leonard Wei ,  Timothy P. Kilbourn ,  Mikhail Lopyrev

    IPC: G06F17/30 ,  H04L29/06

    CPC classification number: H04L29/06 ,  G06F17/30867

    Abstract: In general, in one aspect, embodiments of the invention feature a computer-implemented method for providing input to a document ranking process for ranking a plurality of documents, the document ranking process taking as input a quality of result statistic for an individual document in the plurality of documents, the plurality of documents having been identified in response to a query, the quality of results statistic being for the query and the individual document. The method for providing input can include, for a first document identified as a search result of a user-submitted query, scoring one or more other queries based upon a similarity to the user-submitted query, each of the one or more other queries being different from the user-submitted query.

    Abstract translation: 通常，在一个方面，本发明的实施例的特征在于一种计算机实现的方法，用于向用于对多个文档进行排名的文档排序过程提供输入，所述文档排序过程将作为输入的个体文档的结果统计量的质量作为输入 多个文档，多个文档已经响应于查询而被识别，结果统计量的质量用于查询和单个文档。 用于提供输入的方法可以包括，对于被识别为用户提交的查询的搜索结果的第一文档，基于与用户提交的查询的相似性对一个或多个其他查询进行评分，所述一个或多个其他查询中的每一个是 不同于用户提交的查询。

    Modifying search result ranking based on implicit user feedback and a model of presentation bias
    33.
    发明授权
    Modifying search result ranking based on implicit user feedback and a model of presentation bias 有权
    基于隐含用户反馈和呈现偏倚模型修改搜索结果排序

    公开(公告)号：US08938463B1

    公开(公告)日：2015-01-20

    申请号：US11685095

    申请日：2007-03-12

    Applicant: Hyung-Jin Kim ,  Adrian D. Corduneanu

    Inventor： Hyung-Jin Kim ,  Adrian D. Corduneanu

    IPC: G06F17/30

    CPC classification number: G06F17/30867

    Abstract: The present disclosure includes systems and techniques relating to ranking search results of a search query. In general, the subject matter described in this specification can be embodied in a computer-implemented method that includes: receiving multiple features, including a first feature indicative of presentation bias that affects document result selection for search results presented in a user interface of a document search service; obtaining, based on the multiple features, information regarding document result selections for searches performed using the document search service; generating a prior model using the information, the prior model representing a background probability of document result selection given values of the multiple features; and outputting the prior model to a ranking engine for ranking of search results to reduce influence of the presentation bias.

    Abstract translation: 本公开包括与搜索查询的搜索结果排序相关的系统和技术。 通常，本说明书中描述的主题可以体现在计算机实现的方法中，其包括：接收多个特征，包括指示呈现偏见的第一特征，所述第一特征影响文档的用户界面中呈现的搜索结果的文档结果选择 搜索服务; 基于所述多个特征获得关于使用所述文档搜索服务执行的搜索的文档结果选择的信息; 使用所述信息生成先验模型，所述先验模型表示文档结果选择的背景概率，给出所述多个特征的值; 并将先前的模型输出到排名引擎，以便对搜索结果进行排序，以减少呈现偏差的影响。

    Propagating query classifications
    34.
    发明授权
    Propagating query classifications 有权
    传播查询分类

    公开(公告)号：US08838587B1

    公开(公告)日：2014-09-16

    申请号：US12762787

    申请日：2010-04-19

    Applicant: Henele I. Adams ,  Hyung-Jin Kim

    Inventor： Henele I. Adams ,  Hyung-Jin Kim

    IPC: G06F17/30

    CPC classification number: G06F17/30864 ,  G06F17/30705 ,  G06F17/30867

    Abstract: In general, one aspect described can be embodied in a method for determining a classification for a query. The method can include receiving a request to determine whether to assign a classification to a first query, identifying a plurality of search entities that are associated with the first query based upon data associated with each of the plurality of search entities and the first query, and determining whether to assign the classification to the first query based upon classifications for the identified search entities.

    Abstract translation: 通常，所描述的一个方面可以体现在用于确定查询的分类的方法中。 该方法可以包括接收确定是否为第一查询分配分类的请求，基于与多个搜索实体和第一查询中的每一个相关联的数据来识别与第一查询相关联的多个搜索实体，以及 基于所识别的搜索实体的分类来确定是否将分类分配给第一查询。

    Base stations and resource allocation methods thereof
    35.
    发明授权
    Base stations and resource allocation methods thereof 有权
    基站及其资源分配方法

    公开(公告)号：US08797982B2

    公开(公告)日：2014-08-05

    申请号：US13330641

    申请日：2011-12-19

    Applicant: Hyung Jin Kim ,  Seong Chul Cho ,  Daeho Kim ,  Yeong Jin Kim

    Inventor： Hyung Jin Kim ,  Seong Chul Cho ,  Daeho Kim ,  Yeong Jin Kim

    IPC: H04W4/00 ,  H04L5/04

    CPC classification number: H04W72/0466 ,  H04J13/004 ,  H04J13/18 ,  H04L5/0019 ,  H04L5/0037 ,  H04L5/0094 ,  H04W72/0413

    Abstract: Provided is a base station. The base station includes a transceiver, a frequency allocation unit, and an orthogonal code allocation unit. The transceiver communicates with a terminal. The frequency allocation unit allocates a frequency resource to the terminal through the transceiver. The orthogonal code allocation unit generates an orthogonal code index table including a plurality of orthogonal code combinations, and allocates one of the orthogonal code combinations included in the orthogonal code index table to each terminal, to which the frequency resource has been allocated for a service request of the terminal, through the transceiver not to multiply be allocated. At least one of a plurality of orthogonal codes included in the orthogonal code combination is orthogonal to at least one of a plurality of orthogonal codes included in an orthogonal code combination allocated to another terminal.

    Abstract translation: 提供了一个基站。 基站包括收发机，频率分配单元和正交码分配单元。 收发器与终端通信。 频率分配单元通过收发器向终端分配频率资源。 正交码分配单元生成包括多个正交码组合的正交码索引表，并将包括在正交码索引表中的正交码组合中的一个分配给已经为其分配了服务请求的每个终端 的终端，通过收发器不要倍增分配。 包括在正交码组合中的多个正交码中的至少一个正交于分配给另一终端的正交码组合中包括的多个正交码中的至少一个。

    Refining search results
    36.
    发明授权
    Refining search results 有权
    精炼搜索结果

    公开(公告)号：US08738596B1

    公开(公告)日：2014-05-27

    申请号：US13310901

    申请日：2011-12-05

    Applicant: Hyung-Jin Kim ,  Oleksandr Grushetskyy ,  Andrei Lopatenko

    Inventor： Hyung-Jin Kim ,  Oleksandr Grushetskyy ,  Andrei Lopatenko

    IPC: G06F17/30 ,  G06F17/00

    CPC classification number: G06F17/3053 ,  G06F17/30424 ,  G06F17/30867

    Abstract: A computer-implemented method for processing query information includes receiving data representative of a search query from a user search session. The method also includes identifying a plurality of search results based upon the search query. Each search result is associated with a plurality of user characteristics and data that represents requestor behavior relative to previously submitted queries associated with the respective search result. The method also includes ordering the plurality of user characteristics based upon the data that represents requestor behavior relative to previously submitted queries and the respective search result. The method also includes adjusting the ordered plurality of user characteristics based upon at least one predefined compatibility associated with the user characteristics. The method also includes ranking the search results based upon the adjusted plurality of user characteristics.

    Abstract translation: 用于处理查询信息的计算机实现的方法包括从用户搜索会话接收表示搜索查询的数据。 该方法还包括基于搜索查询识别多个搜索结果。 每个搜索结果与多个用户特征和数据相关联，该多个用户特征和数据表示相对于与相应搜索结果相关联的先前提交的查询的请求者行为。 该方法还包括基于表示相对于先前提交的查询和相应搜索结果的请求者行为的数据来排序多个用户特征。 该方法还包括基于与用户特征相关联的至少一个预定义的兼容性来调整有序多个用户特征。 该方法还包括基于经调整的多个用户特征对搜索结果进行排序。

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