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    • 1. 发明授权
    • Learning expected values for facts
    • 学习事实的预期价值
    • US08560468B1
    • 2013-10-15
    • US13025117
    • 2011-02-10
    • Kevin LermanVinicius J. FortunaAndrew W. HogueJohn R. ProvineEngin Cinar SahinJohn J. Lee
    • Kevin LermanVinicius J. FortunaAndrew W. HogueJohn R. ProvineEngin Cinar SahinJohn J. Lee
    • G06F15/18
    • G06N5/02
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for machine learning. In one aspect, a method includes receiving a collection of facts, each fact represented as an entity-attribute-value tuple; identifying expected values for one or more individual attributes, where the identifying expected values includes, for each particular attribute: identifying facts having the attribute, calculating a value score for facts of the collection of facts having the particular attribute for each particular value, calculating a global score for all facts of the collection having the attribute, and comparing the value score to the global score such that a value is identified as an expected value if the comparison satisfies a specified threshold.
    • 方法,系统和装置,包括在计算机存储介质上编码的用于机器学习的计算机程序。 一方面,一种方法包括接收事实的集合,每个事实表示为实体属性值元组; 识别对于每个特定属性的识别期望值包括的一个或多个个体属性的期望值,识别具有该属性的事实,为每个特定值具有特定属性的事实的收集事实计算事实的值得分,计算 具有所述属性的所述集合的所有事实的全局得分,并且将所述值得分与所述全局得分进行比较,使得如果所述比较满足指定阈值,则将该值识别为期望值。
    • 2. 发明授权
    • Reverse question answering
    • 反问题回答
    • US09116996B1
    • 2015-08-25
    • US13557147
    • 2012-07-24
    • John R. ProvineAbhijit A. MahabalJohn J. Lee
    • John R. ProvineAbhijit A. MahabalJohn J. Lee
    • G06F17/30
    • G06F17/30867G06F17/30675
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for associating each of a plurality of different terms to documents that contain the term to create first associations; associating each of the associated documents to one or more queries to create second associations, wherein search results for each of the queries include a reference to the associated document; determining a particular query and a particular term are associated with a same document based on the first and second associations; in response to the determination, creating a mapping between the particular query and the particular term when both are associated with the same document; and selecting a respective answer from a plurality of mapped terms for each the mapped queries, wherein the respective answer is selected based on a count the respective answer occurs in documents contained in search results for the mapped queries.
    • 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,用于将多个不同术语中的每一个与包含术语的文档相关联以创建第一关联; 将每个相关联的文档与一个或多个查询相关联以创建第二关联,其中每个查询的搜索结果包括对相关联文档的引用; 基于第一和第二关联,确定特定查询和特定术语与相同文档相关联; 响应于该确定,当两者都与相同文档相关联时,创建特定查询和特定术语之间的映射; 以及针对每个所述映射的查询从多个映射项中选择相应的答案,其中,基于所映射查询的搜索结果中包含的文档中出现相应答案的计数来选择相应的答案。
    • 4. 发明授权
    • Electrical system having an electrical distribution center
    • 具有配电中心的电气系统
    • US08431822B2
    • 2013-04-30
    • US12915205
    • 2010-10-29
    • John J. Lee
    • John J. Lee
    • H02G5/00
    • H05K7/026H01R9/226H01R9/2491
    • An electrical distribution assembly is disclosed. The electrical distribution assembly includes an insulating base member having a primary bus bar channel. The insulating base member includes an isolation plate and sidewalls, to electrically isolate and support a current carrying primary bus bar and position the primary bus bar in the electrical distribution assembly. A plurality of bus bar securing bosses are disposed in the primary bus bar channel and are located between the sidewalls. The bus bar securing bosses are configured to engage a bus bar opening in the primary bus bar. A plurality of sub-bus bar channels, that are smaller in size than the primary bus bar channel are separated by the bus bar securing bosses. The sub-bus bar channels are defined by the isolation plate and sidewalls, and are configured to electrically isolate and support a secondary bus bar.
    • 公开了配电组件。 配电组件包括具有主母线通道的绝缘基座部件。 绝缘基座构件包括隔离板和侧壁,以电隔离和支撑载流母线,并将主母线定位在配电组件中。 多个母线固定凸起设置在主母线通道中并且位于侧壁之间。 汇流条固定凸起被配置成接合主母线中的母线开口。 与主母线通道相比尺寸较小的多个副母线通道被母线固定凸起分开。 子母线通道由隔离板和侧壁限定,并且被配置为电隔离并支撑辅助汇流条。
    • 6. 发明申请
    • Rankings in Search Results with User Corrections
    • 用户更正的搜索结果排名
    • US20100306223A1
    • 2010-12-02
    • US12476110
    • 2009-06-01
    • John J. LeeAndrew William HogueDan N. QuineAndriy BihunDaniel Loreto
    • John J. LeeAndrew William HogueDan N. QuineAndriy BihunDaniel Loreto
    • G06F17/30
    • G06F16/24578
    • Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for improving search with user corrections. In one aspect, a methods performed by a data processing apparatus include the actions of receiving a value result set, accessing historical records of user corrections stored at one or more data storage devices, the historical records describing user corrections of the characterization of instance attributes by values, determining that the historical records of user corrections describe a first user correction involving a first value in the value result set, and changing a confidence parameter embodying a confidence that the first value correctly characterizes the attribute of the instance. The value result set comprises a collection of one or more values. The values are candidates for characterizing an attribute of an instance. The first value is involved in the correction as either a corrected value or an uncorrected value.
    • 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,用于改善用户校正的搜索。 一方面,由数据处理装置执行的方法包括接收值结果集的动作,访问存储在一个或多个数据存储装置处的用户校正的历史记录,描述用于实例属性的表征的用户校正的历史记录 值,确定用户校正的历史记录描述涉及值结果集中的第一值的第一用户校正,以及改变体现第一值正确表征实例的属性的置信度的置信度参数。 值结果集包括一个或多个值的集合。 这些值是用于表征实例的属性的候选项。 第一个值作为校正值或未校正值参与校正。