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1. 发明授权

US08560468B1 Learning expected values for facts 有权
标题翻译：学习事实的预期价值
公开(公告)号：US08560468B1
公开(公告)日：2013-10-15
申请号：US13025117
申请日：2011-02-10
申请人： Kevin Lerman , Vinicius J. Fortuna , Andrew W. Hogue , John R. Provine , Engin Cinar Sahin , John J. Lee
发明人： Kevin Lerman , Vinicius J. Fortuna , Andrew W. Hogue , John R. Provine , Engin Cinar Sahin , John J. Lee
IPC分类号： G06F15/18
CPC分类号： G06N5/02
摘要： 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.
摘要翻译：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

US08239350B1 Date ambiguity resolution 有权
标题翻译：日期歧义解决
公开(公告)号：US08239350B1
公开(公告)日：2012-08-07
申请号：US11745605
申请日：2007-05-08
申请人： David Vespe , Andrew W. Hogue
发明人： David Vespe , Andrew W. Hogue
IPC分类号： G06F7/00
CPC分类号： G06F17/2217
摘要： A system and method for resolving ambiguities in date values associated with an attribute in a memory of the computer system. If a first text string conforms to one or more date formats, a confidence value is assigned for each of the date formats for the first text string based on the amount of specificity with which the first text string conforms to each date format. Similarly, if a second text string conforms to one or more date formats, a confidence value is assigned for each of the date formats for the second text string based on the amount of specificity with which the second text string conforms to each date format. The date format with the highest confidence value for the first text string and the date format with the highest confidence value for the second text string are merged to obtain a date value for the attribute.
摘要翻译：一种用于解决与计算机系统的存储器中的属性相关联的日期值中的模糊度的系统和方法。如果第一文本串符合一个或多个日期格式，则基于第一文本串符合每个日期格式的特异性量，为第一文本串的每个日期格式分配置信度值。类似地，如果第二文本串符合一个或多个日期格式，则基于第二文本串符合每个日期格式的特异性量，为第二文本串的每个日期格式分配置信度值。合并第一个文本字符串具有最高置信度值的日期格式和第二个文本字符串的置信度最高的日期格式，以获取属性的日期值。

3. 发明授权

US07778952B2 Displaying facts on a linear graph 有权
标题翻译：在线性图上显示事实
公开(公告)号：US07778952B2
公开(公告)日：2010-08-17
申请号：US11535843
申请日：2006-09-27
申请人： David J. Vespe , Andrew W. Hogue , Alexander Kehlenbeck , Michael Gordon , Jeffrey C. Reynar , David B. Alpert
发明人： David J. Vespe , Andrew W. Hogue , Alexander Kehlenbeck , Michael Gordon , Jeffrey C. Reynar , David B. Alpert
IPC分类号： G06N7/00
CPC分类号： G06F17/30864 , G06F17/30554 , G06F17/30905 , G06F17/30994
摘要： A set of objects having facts is established. Facts of objects having positions in an order are identified. Some facts explicitly describe the positions in the linear order, while are facts do not explicitly describe the positions. The facts are presented in the order on a linear graph, such as a timeline. Facts of the objects describing geographic positions are presented on a map.
摘要翻译：建立了一组具有事实的物体。识别具有顺序位置的对象的事实。一些事实以线性顺序明确地描述了位置，而事实没有明确地描述位置。事实以线性图形的顺序呈现，例如时间轴。描述地理位置的对象的事实在地图上呈现。

4. 发明授权

US07454398B2 Support for object search 有权
标题翻译：支持对象搜索
公开(公告)号：US07454398B2
公开(公告)日：2008-11-18
申请号：US11357748
申请日：2006-02-17
申请人： Alexander P. Kehlenbeck , Andrew W. Hogue
发明人： Alexander P. Kehlenbeck , Andrew W. Hogue
IPC分类号： G06N5/00
CPC分类号： G06F17/30592
摘要： A fact repository supports searches of facts relevant to search queries comprising keywords and phrases. The repository responds to requests from object requesters by sending a feed containing matching facts from the repository and, optionally, facts associated with the same object as the matching facts.
摘要翻译：事实库支持搜索包含关键字和短语的搜索查询相关的事实。存储库通过从存储库发送包含匹配事实的源，以及可选地与与匹配事实相同的对象的事实来响应来自对象请求者的请求。

5. 发明授权

US08682891B2 Automatic object reference identification and linking in a browseable fact repository 有权
标题翻译：在可浏览的事实库中自动对象引用标识和链接
公开(公告)号：US08682891B2
公开(公告)日：2014-03-25
申请号：US13603354
申请日：2012-09-04
申请人： Andrew W. Hogue , Jonathan T. Betz
发明人： Andrew W. Hogue , Jonathan T. Betz
IPC分类号： G06F7/00
CPC分类号： G06F17/30572 , G06F17/30887
摘要： Links between facts associated with objects are automatically created and maintained in a fact repository. Names of objects are automatically identified in the facts, and collected into a list of names. The facts are then processed to identifying such names in the facts. Identified names are used as anchor text for search links. A search link includes a search query for a service engine which search the fact repository for facts associated with objects having the same name.
摘要翻译：与对象相关联的事实之间的链接将自动创建并维护在事实库中。事物名称会自动识别，并收集到名单中。然后处理事实以确定事实中的这些名称。标识的名称用作搜索链接的锚文本。搜索链接包括用于服务引擎的搜索查询，其搜索事实存储库中与具有相同名称的对象相关联的事实。

6. 发明授权

US08949277B1 Semantic geotokens 有权
标题翻译：语义地理学
公开(公告)号：US08949277B1
公开(公告)日：2015-02-03
申请号：US12982164
申请日：2010-12-30
申请人： Daniel F. Lieuwen , Andrew W. Hogue , Gregory A. Morris , Denis M. Lynch
发明人： Daniel F. Lieuwen , Andrew W. Hogue , Gregory A. Morris , Denis M. Lynch
IPC分类号： G06F17/30
CPC分类号： G06F17/30241 , G06F17/3053 , G06F17/30663 , G06F17/30675 , G06F17/30867
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for providing geographically relevant search results. In one aspect, a method includes receiving a geotoken for a resource. The geotoken can be a resource token that references a geographic location. A semantic geotoken can be selected using the received geotoken. The semantic geotoken is a standardized representation of the geographic location that includes one or more location-specific terms. The semantic geotoken is stored with a reference to the resource. Neighboring locations for the geographic location are determined. The neighboring locations are within a predetermined distance of the geographic location. Semantic geotokens for the neighboring locations are selected and stored with the reference to the resource. Data specifying the semantic geotokens and the reference to the resource are provided.
摘要翻译：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，用于提供地理上相关的搜索结果。一方面，一种方法包括接收资源的geotoken。 geotoken可以是引用地理位置的资源令牌。可以使用接收到的geotoken来选择语义geotoken。语义地理位置是包括一个或多个位置特定术语的地理位置的标准化表示。语义geotoken存储与资源的引用。确定地理位置的相邻位置。相邻位置在地理位置的预定距离内。选择相邻位置的语义地理感受元素，并参考资源进行存储。提供了指定语义地理位置的数据和对资源的引用。

7. 发明授权

US07991797B2 ID persistence through normalization 有权
标题翻译： ID持续通过规范化
公开(公告)号：US07991797B2
公开(公告)日：2011-08-02
申请号：US11356842
申请日：2006-02-17
申请人： Jonathan T. Betz , Andrew W. Hogue
发明人： Jonathan T. Betz , Andrew W. Hogue
IPC分类号： G06F7/00 , G06F17/30 , G06F17/00
CPC分类号： G06F17/30336
摘要： A system and method for maintaining persistent object identifiers across versions of a collection of data. According to one embodiment of the present invention, a first collection of objects is compared to a second collection of objects. If an object in the first collection matches an object in the second collection, a reference is added to the object in the first collection referring to the object in the second collection, allowing the identifier to persist in both collections of objects. Additionally, according to one embodiment of the present invention, the data (or “facts”) associated with the object from the first collection are moved to the object from the second collection. In this way, data associated with matching objects is combined between two collections of objects while maintaining persistent object identifiers.
摘要翻译：一种用于在数据集合的版本中维护持久对象标识符的系统和方法。根据本发明的一个实施例，将对象的第一集合与第二对象集合进行比较。如果第一个集合中的对象与第二个集合中的一个对象相匹配，则引用将添加到第一个集合中的对象，引用第二个集合中的对象，从而允许标识符在两个对象集合中保留。此外，根据本发明的一个实施例，与来自第一集合的对象相关联的数据（或“事实”）从第二集合移动到对象。以这种方式，与匹配对象相关联的数据在两个对象集合之间组合，同时保持持久对象标识符。

8. 发明授权

US07555471B2 Data object visualization 有权
标题翻译：数据对象可视化
公开(公告)号：US07555471B2
公开(公告)日：2009-06-30
申请号：US11342290
申请日：2006-01-27
申请人： Andrew W. Hogue , David J. Vespe , Alexander Kehlenbeck , Michael Gordon , Jeffrey C. Reynar , David B. Alpert
发明人： Andrew W. Hogue , David J. Vespe , Alexander Kehlenbeck , Michael Gordon , Jeffrey C. Reynar , David B. Alpert
IPC分类号： G06N5/00
CPC分类号： G06N5/02
摘要： A fact repository stores objects. Each object includes a collection of facts, where a fact comprises an attribute and a value. A set of objects from the fact repository are designated for analysis. The presentation engine presents the facts of the objects in a user interface (UI) having a table. Through manipulation of the UI, an end-user can add or remove facts from the table, and sort the table based on the values of particular facts. The presentation engine also presents the facts of the objects in a UI having a graph. Through manipulation of the UI, the end-user can add or remove facts from the graph, and can sort the facts shown in the graph based on values that are shown, or not shown, in the graph. The presentation engine can further present the facts of the objects in UIs including maps and timelines.
摘要翻译：事实库存储对象。每个对象包括事实的集合，其中事实包括属性和值。来自事实存储库的一组对象被指定用于分析。呈现引擎呈现具有表的用户界面（UI）中的对象的事实。通过操纵UI，最终用户可以从表中添加或删除事实，并根据特定事实的值对表进行排序。演示引擎还在具有图形的UI中呈现对象的事实。通过操纵UI，最终用户可以从图中添加或删除事实，并且可以基于图中显示或未显示的值对图表中显示的事实进行排序。演示引擎可以进一步在UI中呈现对象的事实，包括地图和时间轴。

9. 发明授权

US08954426B2 Query language 有权
标题翻译：查询语言
公开(公告)号：US08954426B2
公开(公告)日：2015-02-10
申请号：US11356679
申请日：2006-02-17
申请人： Andrew W. Hogue , Douglas L. T. Rohde
发明人： Andrew W. Hogue , Douglas L. T. Rohde
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30908
摘要： A fact repository supports searches of facts relevant to search queries comprising keywords and phrases. A service engine retrieves the objects that are associated with facts relevant to a query. The query language described is designed for use with such a repository of facts and searches both the attributes of facts and the values of the attributes.
摘要翻译：事实库支持搜索包含关键字和短语的搜索查询相关的事实。服务引擎检索与查询相关的事实相关联的对象。描述的查询语言被设计为与这样的事实存储库一起使用，并且搜索事实的属性和属性的值。

10. 发明授权

US07774328B2 Browseable fact repository 有权
标题翻译：可浏览的事实存储库
公开(公告)号：US07774328B2
公开(公告)日：2010-08-10
申请号：US11356851
申请日：2006-02-17
申请人： Andrew W. Hogue , Jonathan T. Betz
发明人： Andrew W. Hogue , Jonathan T. Betz
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30675 , G06F17/3043
摘要： A fact repository supports searches of facts relevant to search queries comprising keywords and phrases. A service engine retrieves the objects that are associated with facts relevant to the query. The objects are displayed on a search results page. Each object is displayed with selection of the facts associated with the object. The selected facts are ordered according to their relevance to the query.
摘要翻译：事实库支持搜索包含关键字和短语的搜索查询相关的事实。服务引擎检索与查询相关的事实关联的对象。对象显示在搜索结果页面上。显示每个对象的选择与对象相关联的事实。所选事实根据其与查询的相关性进行排序。

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