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    • 2. 发明授权
    • Query suggestions
    • 查询建议
    • US08694512B1
    • 2014-04-08
    • US13298017
    • 2011-11-16
    • Matsvei ZhdanovichRadu Jurca
    • Matsvei ZhdanovichRadu Jurca
    • G06F17/30
    • G06F17/3087G06F17/3064
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for provided expanded geographical query suggestions. In one aspect, a method includes receiving one or more characters input into a user interface. A node in a graph is identified based on the one or more received characters, in which the node represents an entity having a name whose prefix contains the one or more received characters. A candidate node is identified in the graph that is related to the identified node, wherein the candidate node represents an entity having a name whose prefix does not contain the one or more received characters. The name of the entity represented by the candidate node is provided as an expanded query suggestion.
    • 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,用于提供扩展的地理查询建议。 一方面,一种方法包括接收输入到用户界面中的一个或多个字符。 基于一个或多个接收到的字符来识别图中的节点,其中节点表示具有其前缀包含一个或多个接收到的字符的名称的实体。 候选节点在图中与所标识的节点相关联,其中候选节点表示具有前缀不包含一个或多个接收到的字符的名称的实体。 由候选节点表示的实体的名称作为扩展查询建议提供。
    • 6. 发明授权
    • Training a probabilistic spelling checker from structured data
    • 从结构化数据训练概率拼写检查器
    • US08626681B1
    • 2014-01-07
    • US12984484
    • 2011-01-04
    • Radu JurcaPascal FleuryBruce Winston Murphy
    • Radu JurcaPascal FleuryBruce Winston Murphy
    • G06F15/18
    • G06F17/274G06F15/18G06F17/273G06F17/30241
    • A spelling system derives a language model for a particular domain of structured data, the language model enabling determinations of alternative spellings of queries or other strings of text from that domain. More specifically, the spelling system calculates (a) probabilities that the various query entity types—such as STREET, CITY, or STATE for queries in the geographical domain—are arranged in each of the various possible orders, and (b) probabilities that an arbitrary query references given particular ones of the entities, such as the street “El Camino Real.” Based on the calculated probabilities, the spelling system generates a language model that has associated scores (e.g., probabilities) for each of a set of probable entity name orderings, where the total number of entity name orderings is substantially less than the number of all possible orderings. The language model can be applied to determine probabilities of arbitrary queries, and thus to suggest alternative queries more likely to represent what a user intended.
    • 拼写系统为结构化数据的特定域派生语言模型,该语言模型能够确定查询的替代拼写或来自该域的其他文本字符串。 更具体地,拼写系统计算(a)各种查询实体类型的概率,例如在地理域中的查询的STREET,CITY或STATE,排列在各种可能的顺序中的每一个中,以及(b)概率 给出特定实体的任意查询引用,例如街道“El Camino Real”。 基于所计算的概率,拼写系统生成对于一组可能的实体名称排序中的每一个具有相关联分数(例如,概率)的语言模型,其中实体名称排序的总数显着小于所有可能的数量 订购。 语言模型可以用于确定任意查询的概率,从而建议替代查询更有可能表示用户想要的内容。
    • 7. 发明申请
    • Method and System for Providing Opinion Queries to Users
    • 向用户提供意见查询的方法和系统
    • US20130097202A1
    • 2013-04-18
    • US13272104
    • 2011-10-12
    • Radu Jurca
    • Radu Jurca
    • G06F17/30
    • G06Q10/10
    • A system and machine-implemented method for displaying an opinion query to a user, the method including receiving a request for online content from a user, determining, using the one or more computing devices, one or more terms associated with the request, selecting, using the one or more computing devices, an opinion query based on the one or more terms from a database coupled to the one or more processors, wherein the opinion query includes a question and one or more possible responses for the question, providing the opinion query to be displayed to the user together with the online content corresponding to the request, receiving an indication of a selection of one of the one or more possible responses from the user and providing, using the one or more computing devices, the indication of the selection for storage and analysis in association with the opinion query.
    • 一种用于向用户显示意见查询的系统和机器实现的方法,所述方法包括从用户接收对在线内容的请求,使用所述一个或多个计算设备确定与所述请求相关联的一个或多个词语, 使用所述一个或多个计算设备,基于来自耦合到所述一个或多个处理器的数据库中的所述一个或多个词语的意见查询,其中所述意见查询包括问题和针对该问题的一个或多个可能的响应,提供意见查询 与对应于请求的在线内容一起显示给用户,接收来自用户的一个或多个可能响应中的一个的选择的指示,并使用一个或多个计算设备提供选择的指示 用于与意见查询相关联的存储和分析。