公开(公告)号：US20140089305A1

公开(公告)日：2014-03-27

申请号：US14088689

申请日：2013-11-25

Applicant: Google Inc.

Inventor： Tania Bedrax-Weiss ,  Ramanathan V. Guha ,  Patrick F. Riley ,  Corin Anderson

IPC: G06F17/30

CPC classification number: G06F17/30554 ,  G06F17/30412 ,  G06F17/30707

Abstract: This invention relates to determining page elements to display in response to a search. A method embodiment of this invention determines a page element based on a search result. The method includes: (1) determining a set of result classifications based on the search result, wherein each result classification includes a result category and a result score; and (2) determining the page element based on the set of result classifications. In this way, a classification is determined based on a search result and page elements are generated based on the classification. By using the search result, as opposed to just the query, page elements are generated that corresponds to a predominant interpretation of the user's query within the search results. As result, the page elements may, in most cases, accurately reflect the user's intent.

Abstract translation: 本发明涉及确定响应于搜索显示的页面元素。 本发明的方法实施例基于搜索结果确定页面元素。 该方法包括：（1）基于搜索结果确定一组结果分类，其中每个结果分类包括结果类别和结果分数; 和（2）基于结果分类的集合来确定页面元素。 以这种方式，基于搜索结果确定分类，并且基于分类生成页面元素。 通过使用搜索结果，与仅查询相反，生成与搜索结果中的用户查询的主要解释相对应的页面元素。 因此，在大多数情况下，页面元素可以准确地反映用户的意图。

公开(公告)号：US20170116371A1

公开(公告)日：2017-04-27

申请号：US14921973

申请日：2015-10-23

Applicant: Google Inc.

Inventor： Michelle Therese Hoerner Dimon ,  Marc Berndl ,  Marc Adlai Coram ,  Brian Trippe ,  Patrick F. Riley ,  Philip Charles Nelson

IPC: G06F19/24 ,  G06N3/08

CPC classification number: G16B40/00 ,  G06N3/0454 ,  G06N3/08

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for obtaining data defining a sequence for an aptamer, the aptamer comprising a string of nucleobases; encoding the data defining the sequence for the aptamer as a neural network input; and processing the neural network input using a neural network to generate an output that characterizes how strongly the aptamer binds to a particular target molecule, wherein the neural network has been configured through training to receive the data defining the sequence and to process the data to generate predicted outputs that characterize how strongly the aptamer binds to the particular target molecule.

公开(公告)号：US09323853B1

公开(公告)日：2016-04-26

申请号：US14258988

申请日：2014-04-22

Applicant: Google Inc.

Inventor： Patrick F. Riley ,  Ramanathan V. Guha

IPC: G06F17/30 ,  G06F7/00

CPC classification number: G06F17/30867 ,  G06F17/30702

Abstract: The present invention provides systems and methods for generating alerts based on results received from one or more custom search engines. In an embodiment, the present invention generates alerts based on custom search engines by (1) receiving one or more alert specifications including a custom search engine identifier; (2) receiving at least one current result from the identified custom search engines; (3) determining one or more itemized alert elements based on the at least one current result; and (4) transmitting a signal representing the one or more itemized alert elements to a user via a communication network.

Abstract translation: 本发明提供了用于基于从一个或多个定制搜索引擎接收的结果来生成警报的系统和方法。 在一个实施例中，本发明通过（1）接收包括自定义搜索引擎标识符的一个或多个警报规范来生成基于定制搜索引擎的警报; （2）从所识别的定制搜索引擎接收至少一个当前结果; （3）基于所述至少一个当前结果确定一个或多个逐项警报元素; 和（4）经由通信网络将表示一个或多个逐项警报元素的信号发送给用户。

公开(公告)号：US20150331906A1

公开(公告)日：2015-11-19

申请号：US14813409

申请日：2015-07-30

Applicant: Google Inc.

Inventor： Patrick F. Riley ,  Paul Komarek ,  Vrishali Wagle

IPC: G06F17/30

CPC classification number: G06F16/2453 ,  G06F16/2425 ,  G06F16/24575 ,  G06F16/248 ,  G06F16/90324 ,  G06F16/951 ,  G06F16/9535

Abstract: A system embodiment receives a query from the user. The query is processed by a search infrastructure which may return a set of results. Results may then be estimated for quality by a quality estimator. The quality estimator may determine an initial quality estimation of the search result(s). A query re-issuer generates re-issued query information based on the initial quality estimation of the search result(s) for the initial query. A query modifier then receives the re-issued query information and generates a modified re-issued query in accordance with the query re-issue information. A method embodiment modifies and re-issues a query to the search infrastructure. The method includes determining an initial quality estimation of the search result, generating re-issued query information based on at least an initial quality estimation of the search result for the initial query, receiving the re-issued query information and generating a modified re-issued query.

Abstract translation: 系统实施例从用户接收查询。 查询由搜索基础设施处理，可能会返回一组结果。 然后可以通过质量估计器对结果进行质量估算。 质量估计器可以确定搜索结果的初始质量估计。 查询重新发行者基于初始查询的搜索结果的初始质量估计生成重新发布的查询信息。 然后，查询修饰符接收重新发布的查询信息，并根据查询重新发布信息生成经修改的重新发行的查询。 方法实施例修改并重新发布对搜索基础设施的查询。 该方法包括确定搜索结果的初始质量估计，至少基于初始查询的搜索结果的初始质量估计生成重新发布的查询信息，接收重新发布的查询信息并生成经修改的重新发布的查询信息 查询。

公开(公告)号：US09116993B2

公开(公告)日：2015-08-25

申请号：US14142254

申请日：2013-12-27

Applicant: Google Inc.

Inventor： Patrick F. Riley ,  Paul Komarek ,  Vrishali Wagle

IPC: G06F17/30 ,  G06F7/00

CPC classification number: G06F17/30442 ,  G06F17/30395 ,  G06F17/30528 ,  G06F17/30554 ,  G06F17/30864 ,  G06F17/30867 ,  G06F17/3097

Abstract: A system embodiment receives a query from the user. The query is processed by a search infrastructure which may return a set of results. Results may then be estimated for quality by a quality estimator. The quality estimator may determine an initial quality estimation of the search result(s). A query re-issuer generates re-issued query information based on the initial quality estimation of the search result(s) for the initial query. A query modifier then receives the re-issued query information and generates a modified re-issued query in accordance with the query re-issue information. A method embodiment modifies and re-issues a query to the search infrastructure. The method includes determining an initial quality estimation of the search result, generating re-issued query information based on at least an initial quality estimation of the search result for the initial query, receiving the re-issued query information and generating a modified re-issued query.

Abstract translation: 系统实施例从用户接收查询。 查询由搜索基础设施处理，可能会返回一组结果。 然后可以通过质量估计器对结果进行质量估算。 质量估计器可以确定搜索结果的初始质量估计。 查询重新发行者基于初始查询的搜索结果的初始质量估计生成重新发布的查询信息。 然后，查询修饰符接收重新发布的查询信息，并根据查询重新发布信息生成经修改的重新发行的查询。 方法实施例修改并重新发布对搜索基础设施的查询。 该方法包括确定搜索结果的初始质量估计，至少基于初始查询的搜索结果的初始质量估计生成重新发布的查询信息，接收重新发布的查询信息并生成经修改的重新发布的查询信息 查询。

公开(公告)号：US20170061276A1

公开(公告)日：2017-03-02

申请号：US14842774

申请日：2015-09-01

Applicant: Google Inc.

Inventor： Patrick F. Riley ,  Marc Berndl

IPC: G06N3/04

CPC classification number: G06N3/0454 ,  G16C20/70

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for receiving graph data representing an input graph comprising a plurality of vertices connected by edges; generating, from the graph data, vertex input data representing characteristics of each vertex in the input graph and pair input data representing characteristics of pairs of vertices in the input graph; and generating order-invariant features of the input graph using a neural network, wherein the neural network comprises: a first subnetwork configured to generate a first alternative representation of the vertex input data and a first alternative representation of the pair input data from the vertex input data and the pair input data; and a combining layer configured to receive an input alternative representation and to process the input alternative representation to generate the order-invariant features.

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，用于接收表示包括通过边缘连接的多个顶点的输入图形的图形数据; 从图形数据生成表示输入图中每个顶点的特征的顶点输入数据和表示输入图中的顶点对的特征的对输入数据; 以及使用神经网络生成所述输入图的顺序不变特征，其中所述神经网络包括：第一子网络，被配置为生成所述顶点输入数据的第一替代表示和所述顶点输入中的所述对输入数据的第一替代表示 数据和对输入数据; 以及组合层，其被配置为接收输入替代表示并且处理所述输入替代表示以生成所述顺序不变特征。

公开(公告)号：US09043322B2

公开(公告)日：2015-05-26

申请号：US14088689

申请日：2013-11-25

Applicant: Google Inc.

Inventor： Tania Bedrax-Weiss ,  Ramanathan V. Guha ,  Patrick F. Riley ,  Corin Anderson

IPC: G06F17/30

CPC classification number: G06F17/30554 ,  G06F17/30412 ,  G06F17/30707

Abstract: This invention relates to determining page elements to display in response to a search. A method embodiment of this invention determines a page element based on a search result. The method includes: (1) determining a set of result classifications based on the search result, wherein each result classification includes a result category and a result score; and (2) determining the page element based on the set of result classifications. In this way, a classification is determined based on a search result and page elements are generated based on the classification. By using the search result, as opposed to just the query, page elements are generated that corresponds to a predominant interpretation of the user's query within the search results. As result, the page elements may, in most cases, accurately reflect the user's intent.

Abstract translation: 本发明涉及确定响应于搜索显示的页面元素。 本发明的方法实施例基于搜索结果确定页面元素。 该方法包括：（1）基于搜索结果确定一组结果分类，其中每个结果分类包括结果类别和结果分数; 和（2）基于结果分类的集合来确定页面元素。 以这种方式，基于搜索结果确定分类，并且基于分类生成页面元素。 通过使用搜索结果，与仅查询相反，生成与搜索结果中的用户查询的主要解释相对应的页面元素。 因此，在大多数情况下，页面元素可以准确地反映用户的意图。

公开(公告)号：US20140114945A1

公开(公告)日：2014-04-24

申请号：US14142254

申请日：2013-12-27

Applicant: Google Inc.

Inventor： Patrick F. Riley ,  Paul Komarek ,  Vrishali Wagle

IPC: G06F17/30

CPC classification number: G06F17/30442 ,  G06F17/30395 ,  G06F17/30528 ,  G06F17/30554 ,  G06F17/30864 ,  G06F17/30867 ,  G06F17/3097

Abstract: A system embodiment receives a query from the user. The query is processed by a search infrastructure which may return a set of results. Results may then be estimated for quality by a quality estimator. The quality estimator may determine an initial quality estimation of the search result(s). A query re-issuer generates re-issued query information based on the initial quality estimation of the search result(s) for the initial query. A query modifier then receives the re-issued query information and generates a modified re-issued query in accordance with the query re-issue information. A method embodiment modifies and re-issues a query to the search infrastructure. The method includes determining an initial quality estimation of the search result, generating re-issued query information based on at least an initial quality estimation of the search result for the initial query, receiving the re-issued query information and generating a modified re-issued query.

Abstract translation: 系统实施例从用户接收查询。 查询由搜索基础设施处理，可能会返回一组结果。 然后可以通过质量估计器对结果进行质量估算。 质量估计器可以确定搜索结果的初始质量估计。 查询重新发行者基于初始查询的搜索结果的初始质量估计生成重新发布的查询信息。 然后，查询修饰符接收重新发布的查询信息，并根据查询重新发布信息生成经修改的重新发行的查询。 方法实施例修改并重新发布对搜索基础设施的查询。 该方法包括确定搜索结果的初始质量估计，至少基于初始查询的搜索结果的初始质量估计生成重新发布的查询信息，接收重新发布的查询信息并生成经修改的重新发布的查询信息 查询。