公开(公告)号：US20140280114A1

公开(公告)日：2014-09-18

申请号：US13842591

申请日：2013-03-15

Applicant: Google Inc.

Inventor： Dvir Keysar ,  Tomer Shmiel

IPC: G06F17/30

CPC classification number: G06F17/30867 ,  G06F17/30731 ,  G06F17/30864

Abstract: Methods, systems, and computer-readable media are provided for collective reconciliation. In some implementations, a query is received, wherein the query is associated at least in part with a type of entity. One or more search results are generated based at least in part on the query. Previously generated data is retrieved associated with at least one search result of the one or more of search results, the data comprising one or more entity references in the at least one search result corresponding to the type of entity. The one or more entity references are ranked, and an entity result is selected from the one or more entity references based at least in part on the ranking. An answer to the query is provided based at least in part on the entity result.

Abstract translation: 提供方法，系统和计算机可读介质用于集体和解。 在一些实现中，接收到查询，其中所述查询至少部分地与实体的类型相关联。 至少部分地基于查询生成一个或多个搜索结果。 检索与所述一个或多个搜索结果的至少一个搜索结果相关联的先前生成的数据，所述数据包括与所述实体类型相对应的所述至少一个搜索结果中的一个或多个实体引用。 一个或多个实体引用被排序，并且至少部分地基于排名从一个或多个实体引用中选择实体结果。 至少部分地基于实体结果提供对查询的答案。

公开(公告)号：US09477759B2

公开(公告)日：2016-10-25

申请号：US13842591

申请日：2013-03-15

Applicant: Google Inc.

Inventor： Dvir Keysar ,  Tomer Shmiel

IPC: G06F17/30

CPC classification number: G06F17/30867 ,  G06F17/30731 ,  G06F17/30864

Abstract: Methods, systems, and computer-readable media are provided for collective reconciliation. In some implementations, a query is received, wherein the query is associated at least in part with a type of entity. One or more search results are generated based at least in part on the query. Previously generated data is retrieved associated with at least one search result of the one or more of search results, the data comprising one or more entity references in the at least one search result corresponding to the type of entity. The one or more entity references are ranked, and an entity result is selected from the one or more entity references based at least in part on the ranking. An answer to the query is provided based at least in part on the entity result.

Abstract translation: 提供方法，系统和计算机可读介质用于集体和解。 在一些实现中，接收到查询，其中所述查询至少部分地与实体的类型相关联。 至少部分地基于查询生成一个或多个搜索结果。 检索与所述一个或多个搜索结果的至少一个搜索结果相关联的先前生成的数据，所述数据包括与所述实体类型相对应的所述至少一个搜索结果中的一个或多个实体引用。 一个或多个实体引用被排序，并且至少部分地基于排名从一个或多个实体引用中选择实体结果。 至少部分地基于实体结果提供对查询的答案。

公开(公告)号：US10339190B2

公开(公告)日：2019-07-02

申请号：US15251989

申请日：2016-08-30

Applicant: Google Inc.

Inventor： Dvir Keysar ,  Tomer Shmiel

IPC: G06F16/9535 ,  G06F16/36 ,  G06F16/951

Abstract: Methods, systems, and computer-readable media are provided for collective reconciliation. In some implementations, a query is received, wherein the query is associated at least in part with a type of entity. One or more search results are generated based at least in part on the query. Previously generated data is retrieved associated with at least one search result of the one or more of search results, the data comprising one or more entity references in the at least one search result corresponding to the type of entity. The one or more entity references are ranked, and an entity result is selected from the one or more entity references based at least in part on the ranking. An answer to the query is provided based at least in part on the entity result.

公开(公告)号：US20170039267A1

公开(公告)日：2017-02-09

申请号：US15227456

申请日：2016-08-03

Applicant: Google Inc.

Inventor： Tomer Shmiel ,  Dvir Keysar ,  Vered Cohen

IPC: G06F17/30

CPC classification number: G06F16/285 ,  G06F16/2455 ,  G06F16/24573 ,  G06F16/9024 ,  G06F16/90324

Abstract: One general aspect is described that includes a computer implemented method for generating a pattern graph. The method may include accessing data pertaining to a corpus of web documents. The data may include a plurality of query-document pairs. The method may also include identifying at least one query pattern in the plurality of query-document pairs and the query pattern may be associated with a portion of web documents in the corpus. The method may also include identifying a plurality of sub-phrases in the at least one query pattern, determining, in the corpus of web documents, a plurality of other query patterns that include at least one of the plurality of sub-phrases, and assigning an classifier to the at least one query pattern and each of the plurality of other query patterns that include at least one of the sub-phrases.

Abstract translation: 描述了一个总体方面，其包括用于生成模式图的计算机实现的方法。 该方法可以包括访问与web文档的语料库有关的数据。 数据可以包括多个查询文档对。 该方法还可以包括识别多个查询文档对中的至少一个查询模式，并且查询模式可以与语料库中的一部分web文档相关联。 该方法还可以包括识别所述至少一个查询模式中的多个子短语，在web文档的语料库中确定包括多个子短语中的至少一个的多个其他查询模式，以及分配 所述至少一个查询模式的分类器和包括所述子短语中的至少一个的所述多个其他查询模式中的每一个。

公开(公告)号：US09542476B1

公开(公告)日：2017-01-10

申请号：US14693700

申请日：2015-04-22

Applicant: GOOGLE INC.

Inventor： Ori Allon ,  Ugo Di Girolamo ,  Tomer Shmiel ,  Alexandre Petcherski ,  Tzvika Hartman

IPC: G06F17/30

CPC classification number: G06F17/30672 ,  G06F17/3053 ,  G06F17/30648

Abstract: Methods, systems, and apparatus, including computer program products, for refining search queries. In one implementation, a method includes obtaining a submitted search query, and in response to obtaining the search query: obtaining search results responsive to the search query; selecting a document from a group of documents identified by the search results; generating from a subset of one or more entities associated with the document one or more candidates for refined search queries, including: identifying one or more terms in the search query, where the one or more terms occur in the search query in a particular order relative to each other, and combining the one or more terms with the entity to generate a candidate, where the one or more terms occur in the particular order relative to each other; and identifying one or more of the candidates as being refined search queries for providing with the search results.

Abstract translation: 方法，系统和设备，包括用于精简搜索查询的计算机程序产品。 在一个实现中，一种方法包括获得提交的搜索查询，以及响应于获得搜索查询：响应于搜索查询获得搜索结果; 从搜索结果识别的一组文档中选择文档; 从与文档相关联的一个或多个实体的子集生成用于精细搜索查询的一个或多个候选者，包括：识别搜索查询中的一个或多个词语，其中所述一个或多个词语以特定顺序相对于搜索查询出现 并且将所述一个或多个术语与所述实体组合以生成候选，其中所述一个或多个术语以相对于彼此的特定顺序出现; 以及将一个或多个候选者识别为用于提供搜索结果的精细搜索查询。

公开(公告)号：US10467256B2

公开(公告)日：2019-11-05

申请号：US15227456

申请日：2016-08-03

Applicant: Google Inc.

Inventor： Tomer Shmiel ,  Dvir Keysar ,  Vered Cohen

IPC: G06F16/2455 ,  G06F16/2457 ,  G06F16/9032 ,  G06F16/28 ,  G06F16/901

Abstract: One general aspect is described that includes a computer implemented method for generating a pattern graph. The method may include accessing data pertaining to a corpus of web documents. The data may include a plurality of query-document pairs. The method may also include identifying at least one query pattern in the plurality of query-document pairs and the query pattern may be associated with a portion of web documents in the corpus. The method may also include identifying a plurality of sub-phrases in the at least one query pattern, determining, in the corpus of web documents, a plurality of other query patterns that include at least one of the plurality of sub-phrases, and assigning an classifier to the at least one query pattern and each of the plurality of other query patterns that include at least one of the sub-phrases.

公开(公告)号：US09342601B1

公开(公告)日：2016-05-17

申请号：US13774711

申请日：2013-02-22

Applicant: Google Inc.

Inventor： Lev Finkelstein ,  Yossi Matias ,  Tomer Shmiel ,  Itzhak Barokas ,  Dror Eiger ,  Dan Guez ,  Yosi Markovich ,  Shaul Markovitch ,  Giora Unger

IPC: G06F17/30

CPC classification number: G06F17/30864 ,  G06F17/30011 ,  G06F17/30477 ,  G06F17/3053 ,  G06F17/3064 ,  G06F17/3097

Abstract: Technology described herein enhances a user's search experience by providing refined search results that are relevant to a displayed document. Contextual search results are obtained which identify a list of documents responsive to a formulated query that is based on the user's search query, as well as one or more supplemental terms that are based on content in the displayed document during user entry of the search query. The contextual search results are then “refined” by re-ranking the documents in the list, based on the similarity between the user's original search query and terms in these documents. This re-ranking enables contextual search results to be provided that are also highly relevant to the user's informational need.

Abstract translation: 本文描述的技术通过提供与所显示的文档相关的精细搜索结果增强了用户的搜索体验。 获得上下文搜索结果，其识别响应于基于用户的搜索查询的配方查询的文档列表，以及基于在用户输入搜索查询期间显示的文档中的内容的一个或多个补充术语。 基于用户原始搜索查询与这些文档中的条款之间的相似性，将上下文搜索结果重新排列在列表中的文档中，进行“精炼”。 这种重新排序使得能够提供与用户的信息需求高度相关的上下文搜索结果。

公开(公告)号：US09213748B1

公开(公告)日：2015-12-15

申请号：US13828436

申请日：2013-03-14

Applicant: Google Inc.

Inventor： Yossi Matias ,  Dvir Keysar ,  Gal Chechik ,  Ziv Bar-Yossef ,  Tomer Shmiel

IPC: G06F17/30

CPC classification number: G06F17/30554 ,  G06F17/30864 ,  G06F17/30867 ,  G06F17/30882 ,  G06F17/30958

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for identifying related questions for a search query is described. One of the methods includes receiving a search query from a user device; obtaining a plurality of search results for the search query provided by a search engine, wherein each of the search results identifies a respective search result resource; determining one or more respective topic sets for each search result resource, wherein the topic sets for the search result resource are selected from previously submitted search queries that have resulted in users selecting search results identifying the search result resource; selecting related questions from a question database using the topic sets; and transmitting data identifying the related questions to the user device as part of a response to the search query.

Abstract translation: 描述了用于识别搜索查询的相关问题的方法，系统和装置，包括在计算机存储介质上编码的计算机程序。 其中一种方法包括从用户设备接收搜索查询; 获取由搜索引擎提供的搜索查询的多个搜索结果，其中每个搜索结果标识相应的搜索结果资源; 为每个搜索结果资源确定一个或多个相应的主题集合，其中从先前提交的搜索查询中选择用于搜索结果资源的主题集合，其导致用户选择标识搜索结果资源的搜索结果; 使用主题集从问题数据库中选择相关问题; 以及向所述用户设备发送标识相关问题的数据，作为对所述搜索查询的响应的一部分。

公开(公告)号：US09679027B1

公开(公告)日：2017-06-13

申请号：US14968598

申请日：2015-12-14

Applicant: Google Inc.

Inventor： Yossi Matias ,  Dvir Keysar ,  Gal Chechik ,  Ziv Bar-Yossef ,  Tomer Shmiel

IPC: G06F17/30

CPC classification number: G06F17/30554 ,  G06F17/30864 ,  G06F17/30867 ,  G06F17/30882 ,  G06F17/30958

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for identifying related questions for a search query is described. One of the methods includes receiving a search query from a user device; obtaining a plurality of search results for the search query provided by a search engine, wherein each of the search results identifies a respective search result resource; determining one or more respective topic sets for each search result resource, wherein the topic sets for the search result resource are selected from previously submitted search queries that have resulted in users selecting search results identifying the search result resource; selecting related questions from a question database using the topic sets; and transmitting data identifying the related questions to the user device as part of a response to the search query.

公开(公告)号：US20160371385A1

公开(公告)日：2016-12-22

申请号：US15251989

申请日：2016-08-30

Applicant: Google Inc.

Inventor： Dvir Keysar ,  Tomer Shmiel

IPC: G06F17/30

CPC classification number: G06F16/9535 ,  G06F16/36 ,  G06F16/951

Abstract: Methods, systems, and computer-readable media are provided for collective reconciliation. In some implementations, a query is received, wherein the query is associated at least in part with a type of entity. One or more search results are generated based at least in part on the query. Previously generated data is retrieved associated with at least one search result of the one or more of search results, the data comprising one or more entity references in the at least one search result corresponding to the type of entity. The one or more entity references are ranked, and an entity result is selected from the one or more entity references based at least in part on the ranking. An answer to the query is provided based at least in part on the entity result.

Abstract translation: 提供方法，系统和计算机可读介质用于集体和解。 在一些实现中，接收到查询，其中所述查询至少部分地与实体的类型相关联。 至少部分地基于查询生成一个或多个搜索结果。 检索与所述一个或多个搜索结果的至少一个搜索结果相关联的先前生成的数据，所述数据包括与所述实体类型相对应的所述至少一个搜索结果中的一个或多个实体引用。 一个或多个实体引用被排序，并且至少部分地基于排名从一个或多个实体引用中选择实体结果。 至少部分地基于实体结果提供对查询的答案。