Placement of search results using user intent
    1.
    发明授权
    Placement of search results using user intent 有权
    使用用户意图放置搜索结果

    公开(公告)号:US08650173B2

    公开(公告)日:2014-02-11

    申请号:US12821134

    申请日:2010-06-23

    IPC分类号: G06F7/00

    CPC分类号: G06F17/3089

    摘要: Technologies are described herein for placing search results on a search engine results page (SERP). A query may be received. The query may be transmitted to a plurality of search result providers. A first set of search results and a second set of search results may be received from the search result providers. Intent features may be extracted from the first set of search results. User intent of the second set of search results may be inferred based on the extracted intent features. The first set of search results and the second set of search results may be ranked based on the inferred user intent. The SERP may be rendered according to the ranked first set and second set of search results.

    摘要翻译: 这里描述了将搜索结果放置在搜索引擎结果页(SERP)上的技术。 可能会收到查询。 查询可以被发送到多个搜索结果提供者。 可以从搜索结果提供者接收第一组搜索结果和第二组搜索结果。 可以从第一组搜索结果中提取意图特征。 可以基于提取的意图特征来推断第二组搜索结果的用户意图。 第一组搜索结果和第二组搜索结果可以基于推断的用户意图进行排名。 可以根据排名的第一组和第二组搜索结果呈现SERP。

    PLACEMENT OF SEARCH RESULTS USING USER INTENT
    2.
    发明申请
    PLACEMENT OF SEARCH RESULTS USING USER INTENT 有权
    使用用户信息的搜索结果的放置

    公开(公告)号:US20110320440A1

    公开(公告)日:2011-12-29

    申请号:US12821134

    申请日:2010-06-23

    IPC分类号: G06F17/30

    CPC分类号: G06F17/3089

    摘要: Technologies are described herein for placing search results on a search engine results page (SERP). A query may be received. The query may be transmitted to a plurality of search result providers. A first set of search results and a second set of search results may be received from the search result providers. Intent features may be extracted from the first set of search results. User intent of the second set of search results may be inferred based on the extracted intent features. The first set of search results and the second set of search results may be ranked based on the inferred user intent. The SERP may be rendered according to the ranked first set and second set of search results.

    摘要翻译: 这里描述了将搜索结果放置在搜索引擎结果页(SERP)上的技术。 可能会收到查询。 查询可以被发送到多个搜索结果提供者。 可以从搜索结果提供者接收第一组搜索结果和第二组搜索结果。 可以从第一组搜索结果中提取意图特征。 可以基于提取的意图特征来推断第二组搜索结果的用户意图。 第一组搜索结果和第二组搜索结果可以基于推断的用户意图进行排名。 可以根据排名的第一组和第二组搜索结果呈现SERP。

    Ranking search results using click-based data
    3.
    发明授权
    Ranking search results using click-based data 有权
    使用点击数据排名搜索结果

    公开(公告)号:US08370337B2

    公开(公告)日:2013-02-05

    申请号:US12762929

    申请日:2010-04-19

    IPC分类号: G06F7/00 G06F17/30

    CPC分类号: G06N99/005 G06F17/30882

    摘要: Methods and computer-storage media having computer-executable instructions embodied thereon that facilitate generating a machine-learned model for ranking search results using click-based data are provided. Data is referenced from user queries, which may include search results generated by general search engines and vertical search engines. A training set is generated from the search results and click-based judgments are associated with the search results in the training set. Based on click-based judgments, identifiable features are determined from the search results in a training set. Based on determining identifiable features in a training set, a rule set is generated for ranking subsequent search results.

    摘要翻译: 提供了具有其上包含计算机可执行指令的方法和计算机存储介质,其利用基于点击的数据便于生成用于对搜索结果进行排名的机器学习模型。 数据来自用户查询,可能包括由一般搜索引擎和垂直搜索引擎生成的搜索结果。 从搜索结果生成训练集,并且基于点击的判断与训练集中的搜索结果相关联。 基于点击判断,可以从训练集中的搜索结果确定可识别的特征。 基于确定训练集中的可识别特征,生成用于对后续搜索结果进行排序的规则集。

    Generating and presenting a suggested search query
    4.
    发明授权
    Generating and presenting a suggested search query 有权
    生成并呈现建议的搜索查询

    公开(公告)号:US08719246B2

    公开(公告)日:2014-05-06

    申请号:US12824879

    申请日:2010-06-28

    IPC分类号: G06F17/30 G06F7/00

    CPC分类号: G06F17/30864 G06F17/3064

    摘要: The present invention is directed to presenting a suggested search query. Responsive to receiving a user-devised search parameter, a suggested search query is identified. The user-devised search parameter might have been previously received by a search system, or alternatively, might be a unique query that has not been previously received. A suggested search query might be generated using various techniques, such as by applying an n-gram language model. A classification of the suggested search query is determined, and the suggested search query is presented together with a visual indicator, which signifies the classification.

    摘要翻译: 本发明旨在呈现建议的搜索查询。 响应于接收用户设计的搜索参数,识别出建议的搜索查询。 用户设计的搜索参数可能先前已经被搜索系统接收,或者可以是先前未被接收到的唯一查询。 可以使用各种技术来生成建议的搜索查询,例如通过应用n-gram语言模型。 确定建议的搜索查询的分类,并将建议的搜索查询与视觉指示符一起呈现,这意味着分类。

    Related URLs for task-oriented query results
    5.
    发明授权
    Related URLs for task-oriented query results 有权
    用于面向任务的查询结果的相关URL

    公开(公告)号:US08543592B2

    公开(公告)日:2013-09-24

    申请号:US12696938

    申请日:2010-01-29

    IPC分类号: G06F17/30

    摘要: Methods, computer-storage media, and graphical user interfaces are provided for identifying and presenting rich related sites for task-oriented search queries. Upon receipt of a search query input by a user, one or more query logs are analyzed to determine if the search query is a related to a task being performed by the user. If the query is determined to be a task-oriented search query, search results are identified, as is one or more Uniform Resource Locators (URLs) related to a particular search result. The related URL is presented to the user in association with the particular search result. Additional controls, e.g., search tools that facilitate querying of those URLs determined to be relevant to a particular search result, may also be provided to aid the user in performing the task at hand.

    摘要翻译: 提供了方法,计算机存储介质和图形用户界面,用于识别和呈现用于面向任务的搜索查询的富相关站点。 在接收到用户输入的搜索查询后,分析一个或多个查询日志以确定搜索查询是否与由用户正在执行的任务相关。 如果查询被确定为面向任务的搜索查询,则识别搜索结果,以及与特定搜索结果相关的一个或多个统一资源定位符(URL)。 将相关的URL与特定的搜索结果相关联地呈现给用户。 还可以提供额外的控件,例如便于查询确定为与特定搜索结果相关的那些URL的搜索工具,以帮助用户执行手头的任务。

    GENERATING AND PRESENTING A SUGGESTED SEARCH QUERY
    8.
    发明申请
    GENERATING AND PRESENTING A SUGGESTED SEARCH QUERY 有权
    生成和呈现建议的搜索查询

    公开(公告)号:US20110320470A1

    公开(公告)日:2011-12-29

    申请号:US12824879

    申请日:2010-06-28

    IPC分类号: G06F17/30

    CPC分类号: G06F17/30864 G06F17/3064

    摘要: The present invention is directed to presenting a suggested search query. Responsive to receiving a user-devised search parameter, a suggested search query is identified. The user-devised search parameter might have been previously received by a search system, or alternatively, might be a unique query that has not been previously received. A suggested search query might be generated using various techniques, such as by applying an n-gram language model. A classification of the suggested search query is determined, and the suggested search query is presented together with a visual indicator, which signifies the classification.

    摘要翻译: 本发明旨在呈现建议的搜索查询。 响应于接收用户设计的搜索参数,识别出建议的搜索查询。 用户设计的搜索参数可能先前已经被搜索系统接收,或者可以是先前未被接收到的唯一查询。 可以使用各种技术来生成建议的搜索查询,例如通过应用n-gram语言模型。 确定建议的搜索查询的分类,并将建议的搜索查询与视觉指示符一起呈现,这意味着分类。

    GENERATING QUERY SUGGESTIONS FROM SEMANTIC RELATIONSHIPS IN CONTENT
    10.
    发明申请
    GENERATING QUERY SUGGESTIONS FROM SEMANTIC RELATIONSHIPS IN CONTENT 有权
    从内容中的语义关系产生查询建议

    公开(公告)号:US20090313237A1

    公开(公告)日:2009-12-17

    申请号:US12138970

    申请日:2008-06-13

    IPC分类号: G06F7/06 G06F17/30

    CPC分类号: G06F17/30731 G06F17/3064

    摘要: A method for suggesting related queries to a user query using semantic relationships that are present in informational content stored in public domains. Semantic relationships between named entities are discovered and the named entities are extracted. The entities are indexed according to the relationships. When a user query is received that includes one of the entities, query suggestions are returned to the user based on indexed relationships corresponding to the entity named in the user query.

    摘要翻译: 使用存在于公共领域中的信息内容中存在的语义关系向用户查询建议相关查询的方法。 发现命名实体之间的语义关系,并提取命名实体。 实体根据关系进行索引。 当接收到包含其中一个实体的用户查询时,将根据与用户查询中指定的实体对应的索引关系向用户返回查询建议。