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1. 发明授权

US08655866B1 Returning factual answers in response to queries 有权
标题翻译：回复查询的事实答案
公开(公告)号：US08655866B1
公开(公告)日：2014-02-18
申请号：US13025036
申请日：2011-02-10
申请人： John R. Provine , Engin Cinar Sahin , Vinicius J. Fortuna , Andrew W. Hogue , Kevin Lerman , Daniel Loreto
发明人： John R. Provine , Engin Cinar Sahin , Vinicius J. Fortuna , Andrew W. Hogue , Kevin Lerman , Daniel Loreto
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30864
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for information retrieval. In one aspect, a method includes receiving a fact query; determining an expected type of answer to the fact query; identifying search results responsive to the fact query; identifying phrases from the resources corresponding to the search results that correspond to a form of the expected type; determining a score for each of the identified phrases; and presenting an answer to the fact query using the scores.
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，用于信息检索。一方面，一种方法包括接收事实查询; 确定事实查询的预期类型的答案; 识别响应于事实查询的搜索结果; 从对应于预期类型的形式的搜索结果的资源中识别短语; 确定每个所识别的短语的得分; 并使用分数呈现事实查询的答案。

2. 发明授权

US08359309B1 Modifying search result ranking based on corpus search statistics 有权
标题翻译：基于语料库搜索统计修改搜索结果排名
公开(公告)号：US08359309B1
公开(公告)日：2013-01-22
申请号：US13022366
申请日：2011-02-07
申请人： John R. Provine , Claudio Basile , Alexander L. Vasserman
发明人： John R. Provine , Claudio Basile , Alexander L. Vasserman
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30864 , G06F17/30646
摘要： Methods, systems, and apparatus, including computer program products, for ranking search results of a search query using corpus search statistics. In one aspect, a method includes determining a first relevance of a first corpus to a search query, determining a second relevance of a second corpus to the search query, determining a measure of relative relevance of the first corpus and the second corpus to the search query, and providing the measure of relative relevance to a ranking engine for ranking of search results for a new search corresponding to the search query.
摘要翻译：方法，系统和装置，包括计算机程序产品，用于使用语料库搜索统计对搜索查询的搜索结果进行排名。一方面，一种方法包括确定第一语料库对搜索查询的第一相关性，确定第二语料库对搜索查询的第二相关性，确定第一语料库和第二语料库与搜索的相对相关度的度量查询并提供与排序引擎的相对关联度量，用于对与搜索查询相对应的新搜索的搜索结果进行排名。

3. 发明授权

US09116996B1 Reverse question answering 有权
标题翻译：反问题回答
公开(公告)号：US09116996B1
公开(公告)日：2015-08-25
申请号：US13557147
申请日：2012-07-24
申请人： John R. Provine , Abhijit A. Mahabal , John J. Lee
发明人： John R. Provine , Abhijit A. Mahabal , John J. Lee
IPC分类号： G06F17/30
CPC分类号： G06F17/30867 , G06F17/30675
摘要： 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.
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. 发明申请

US20130311458A1 KNOWLEDGE PANEL 有权
标题翻译：知识面板
公开(公告)号：US20130311458A1
公开(公告)日：2013-11-21
申请号：US13840568
申请日：2013-03-15
申请人： Kavi J. Goel , Shashidhar A. Thakur , Jared L. Levy , Christina R. Dhanaraj , Eyal Carmi , John R. Provine , Emily K. Moxley
发明人： Kavi J. Goel , Shashidhar A. Thakur , Jared L. Levy , Christina R. Dhanaraj , Eyal Carmi , John R. Provine , Emily K. Moxley
IPC分类号： G06F17/30
CPC分类号： G06F17/30554 , G06F17/3053 , G06F17/30598 , G06F17/30696 , G06F17/30864 , G06F17/30867
摘要： Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for providing knowledge panels. In one aspect, a method includes determining an entity that is referenced by a received search query. Content items relevant to the entity are identified. A set of knowledge modules is selected for presentation in a knowledge panel for the entity. The knowledge panel can be a portion of a search results page in which knowledge modules are presented. Data that causes the knowledge modules to be presented in the knowledge panel is provided to a user device.
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提供知识面板的计算机程序。一方面，一种方法包括确定由接收到的搜索查询引用的实体。确定与实体相关的内容。选择一组知识模块来呈现给实体的知识面板。知识面板可以是提供知识模块的搜索结果页面的一部分。使知识模块在知识面板中呈现的数据被提供给用户设备。

5. 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。

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