公开(公告)号：US08682892B1

公开(公告)日：2014-03-25

申请号：US13631020

申请日：2012-09-28

Applicant: Google Inc.

Inventor： Navneet Panda ,  Vladimir Ofitserov

IPC: G06F17/30

CPC classification number: G06F17/30864 ,  G06F17/30067 ,  G06F17/30286

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for ranking search results. One of the methods includes determining, for each of a plurality of groups of resources, a respective count of independent incoming links to resources in the group; determining, for each of the plurality of groups of resources, a respective count of reference queries; determining, for each of the plurality of groups of resources, a respective group-specific modification factor, wherein the group-specific modification factor for each group is based on the count of independent links and the count of reference queries for the group; and associating, with each of the plurality of groups of resources, the respective group-specific modification factor for the group, wherein the respective group-specific modification for the group modifies initial scores generated for resources in the group in response to received search queries.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于对搜索结果进行排名。 方法之一包括为多个资源组中的每一个确定到组中资源的独立进入链路的相应计数; 为所述多个资源组中的每一个确定参考查询的相应计数; 为所述多个资源组中的每一个确定相应的组特定修改因子，其中每个组的组特定修改因子基于所述组的独立链路的计数和参考查询的计数; 以及与所述多个资源组中的每一个相关联所述组的相应的组特定修改因子，其中所述组的各个组特定修改响应于所接收的搜索查询修改为所述组中的资源生成的初始分数。

公开(公告)号：US09684697B1

公开(公告)日：2017-06-20

申请号：US13731794

申请日：2012-12-31

Applicant: Google Inc.

Inventor： Navneet Panda ,  Vladimir Ofitserov ,  Kaihua Zhu

IPC: G06F17/30

CPC classification number: G06F17/30554 ,  G06F17/30864

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for receiving a search query from a client device; receiving search result data identifying a first plurality of search result resources and respective initial scores for each of the first plurality of search result resources; identifying a respective group of resources to which each of the search result resources belongs; determining a respective group-based modification factor for each group of resources; and adjusting the initial score for each of the search result resources based at least in part on the group-specific modification factor for the group of resources to which the search result resource belongs to generate a respective second score for each of the search result resources.

公开(公告)号：US09449095B1

公开(公告)日：2016-09-20

申请号：US13731959

申请日：2012-12-31

Applicant: Google Inc.

Inventor： Navneet Panda

IPC: G06F17/30

CPC classification number: G06F17/30672

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for revising search queries. One of the methods includes receiving an original search query submitted by a user of a user device; determining that the original search query is similar to a first search query of a plurality of search queries previously submitted by the user; selecting a first term that appears in the first search query and not in the original search query, wherein selecting the first term comprises determining that the first term appears in at least a threshold number of other distinct search queries of the plurality of search queries previously submitted by the user; generating a revised search query by adding the first term that appears in the first search query to the original search query; and obtaining search results for the revised search query from a search engine.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于修改搜索查询。 其中一种方法包括接收由用户设备的用户提交的原始搜索查询; 确定原始搜索查询类似于用户先前提交的多个搜索查询的第一搜索查询; 选择出现在第一搜索查询中而不是在原始搜索查询中的第一项，其中选择第一项包括确定第一项出现在先前提交的多个搜索查询的至少阈值数目的其他不同搜索查询中 由用户 通过将出现在第一搜索查询中的第一项添加到原始搜索查询来生成修改的搜索查询; 并从搜索引擎获得修改的搜索查询的搜索结果。

公开(公告)号：US09171086B1

公开(公告)日：2015-10-27

申请号：US13964752

申请日：2013-08-12

Applicant: Google Inc.

Inventor： Navneet Panda ,  James A. Kunz

IPC: G06F17/30

CPC classification number: G06F17/3053 ,  G06F17/30598 ,  G06F17/30864 ,  G06F17/30867 ,  H04L67/02

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining duration performance of websites. In one aspect, a method includes, for each of a plurality of websites, obtaining duration measurements of user device session visits to resources of the website, obtaining data describing a plurality of categories to which the website belongs; determining for each of the plurality of categories to which the website belongs, a category duration score based on the duration measurements, each category durations score being proportional to durations of time from the duration measurements; and determining from one or more of the category duration scores, a duration performance score for the website, the duration performance score proportional to the one or more category duration scores from which the duration performance score is determined.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于确定网站的持续时间性能。 一方面，一种方法包括：对于多个网站中的每一个，获取用户设备对网站资源的会话访问的持续时间测量，获得描述该网站所属的多个类别的数据; 确定网站所属的多个类别中的每一个，基于持续时间测量的类别持续时间分数，每个类别持续时间分数与持续时间测量的时间长度成比例; 以及从所述类别持续时间分数中的一个或多个确定所述网站的持续时间表现得分，所述持续时间表现评分与所述持续时间表现得分从其确定的所述一个或多个类别持续时间得分成比例。

公开(公告)号：US09767157B2

公开(公告)日：2017-09-19

申请号：US13843150

申请日：2013-03-15

Applicant: Google Inc.

Inventor： Navneet Panda ,  Yun Zhou

IPC: G06Q30/00 ,  G06F17/30

CPC classification number: G06F17/3053 ,  G06F17/30861 ,  G06F17/30864

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for predicating a measure of quality for a site, e.g., a web site. In some implementations, the methods include obtaining baseline site quality scores for multiple previously scored sites; generating a phrase model for multiple sites including the previously scored sites, wherein the phrase model defines a mapping from phrase specific relative frequency measures to phrase specific baseline site quality scores; for a new site that is not one of the previously scored sites, obtaining a relative frequency measure for each of a plurality of phrases in the new site; determining an aggregate site quality score for the new site from the phrase model using the relative frequency measures of phrases in the new site; and determining a predicted site quality score for the new site from the aggregate site quality score.

公开(公告)号：US20140280011A1

公开(公告)日：2014-09-18

申请号：US13843150

申请日：2013-03-15

Applicant: Google Inc.

Inventor： Yun Zhou ,  Navneet Panda

IPC: G06F17/30

CPC classification number: G06F17/3053 ,  G06F17/30861 ,  G06F17/30864

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for predicating a measure of quality for a site, e.g., a web site. In some implementations, the methods include obtaining baseline site quality scores for multiple previously scored sites; generating a phrase model for multiple sites including the previously scored sites, wherein the phrase model defines a mapping from phrase specific relative frequency measures to phrase specific baseline site quality scores; for a new site that is not one of the previously scored sites, obtaining a relative frequency measure for each of a plurality of phrases in the new site; determining an aggregate site quality score for the new site from the phrase model using the relative frequency measures of phrases in the new site; and determining a predicted site quality score for the new site from the aggregate site quality score.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于预测站点（例如网站）的质量度量。 在一些实施方式中，所述方法包括获得多个先前得分的位点的基线站点质量得分; 生成包括先前评分的站点的多个站点的短语模型，其中短语模型定义从短语特定相对频率测量到短语特定基线站点质量得分的映射; 对于不是先前得分的网站之一的新网站，为新网站中的多个短语中的每一个获取相对频率度量; 使用新站点中的短语的相对频率测量从短语模型确定新站点的聚合站点质量得分; 以及从聚合站点质量得分确定新站点的预测站点质量得分。

公开(公告)号：US09760641B1

公开(公告)日：2017-09-12

申请号：US14709159

申请日：2015-05-11

Applicant: Google Inc.

Inventor： April R. Lehman ,  Navneet Panda

IPC: G06F17/30

CPC classification number: G06F17/30867 ,  G06F17/3053

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for determining a first count of unique queries, received by a search engine, that are categorized as referring to a particular site; determining a second count of unique queries, received by the search engine, that are associated with the particular site, wherein a query is associated with the particular site when the query is followed by a user selection of a search result that (a) was presented, by the search engine, in response to the query and (b) identifies a resource in the particular site; and determining, based on the first and second counts, a site quality score for the particular site.

公开(公告)号：US09514194B1

公开(公告)日：2016-12-06

申请号：US14863851

申请日：2015-09-24

Applicant: Google Inc.

Inventor： Navneet Panda ,  James A. Kunz

IPC: G06F17/30 ,  H04L29/08

CPC classification number: G06F17/3053 ,  G06F17/30598 ,  G06F17/30864 ,  G06F17/30867 ,  H04L67/02

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for determining duration performance of websites. In one aspect, a method includes, for each website of a plurality of websites: obtaining duration measurements of user device visits to resources of the website for a plurality of different users, obtaining data describing a plurality of categories to which the website belongs; determining, for each category of the plurality of categories to which the website belongs, a category duration score for the category based on the website duration score for the website; and determining, from one or more of the category duration scores, a duration performance score for the website.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于确定网站的持续时间性能。 一方面，对于多个网站的每个网站，一种方法包括：获取用于多个不同用户的用户设备访问网站的资源的持续时间测量，获得描述该网站所属的多个类别的数据; 基于网站的网站持续时间分数来确定该网站所属的多个类别的每个类别的类别持续时间分数; 以及从所述类别持续时间分数中的一个或多个确定所述网站的持续时间表现得分。

公开(公告)号：US20150169576A1

公开(公告)日：2015-06-18

申请号：US13788773

申请日：2013-03-07

Applicant: Google Inc.

Inventor： Navneet Panda

IPC: G06F17/30

CPC classification number: G06F16/3326

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for providing dynamic search results. One of the methods includes providing an ordered plurality of first search results to a client device at a first point in time wherein the first search results are responsive to a first query received from the client device. At a second point in time following the first point in time, a lack of selection of any of the first search results by a user of the client device. In response to the detecting, providing the second search results to the client device before selection of any of the first search results by the user of the client device.

Abstract translation: 方法，系统和装置，包括在计算机存储介质上编码的计算机程序，用于提供动态搜索结果。 方法之一包括在第一时间点向客户端设备提供有序多个第一搜索结果，其中第一搜索结果响应于从客户端设备接收到的第一查询。 在第一时间点之后的第二时间点，由客户端设备的用户缺少对第一搜索结果的任何选择。 响应于检测，在客户端设备的用户选择任何第一搜索结果之前，向客户端设备提供第二搜索结果。