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31. 发明申请

US20090187515A1 QUERY SUGGESTION GENERATION 有权
标题翻译：查询建议生成
公开(公告)号：US20090187515A1
公开(公告)日：2009-07-23
申请号：US12015519
申请日：2008-01-17
申请人： Galen Andrew , Sooho Park , Robert L. Rounthwaite , Silviu-Petru Cucerzan , Jamie Paul Buckley , Joanna Chan
发明人： Galen Andrew , Sooho Park , Robert L. Rounthwaite , Silviu-Petru Cucerzan , Jamie Paul Buckley , Joanna Chan
IPC分类号： G06F15/18 , G06F7/06 , G06F17/30
CPC分类号： G06F17/30867 , G06F17/3064
摘要： Described herein is a system that facilitates assigning indications of usefulness to query suggestions. The system includes a query suggestion generator component that receives a query and generates a query suggestion based at least in part upon the received query. A model component outputs an indication of usefulness with respect to the query suggestion, wherein the model component is a machine-learned model of user behavior with respect to query suggestions.
摘要翻译：这里描述了一种有助于分配对查询建议有用的指示的系统。该系统包括查询建议生成器组件，其接收查询并且至少部分地基于所接收的查询来生成查询建议。模型组件输出关于查询建议的有用性的指示，其中模型组件是关于查询建议的用户行为的机器学习模型。

32. 发明授权

US07565627B2 Query graphs indicating related queries 有权
标题翻译：查询指示相关查询的图表
公开(公告)号：US07565627B2
公开(公告)日：2009-07-21
申请号：US10955122
申请日：2004-09-30
申请人： Eric D. Brill , Hugo Zaragoza , Robert J. Ragno , Silviu-Petru Cucerzan
发明人： Eric D. Brill , Hugo Zaragoza , Robert J. Ragno , Silviu-Petru Cucerzan
IPC分类号： G06F3/00
CPC分类号： G06F17/30651 , Y10S707/99933
摘要： The present invention leverages query-related information based on a query and/or a search intention to provide a systematic means to facilitate a user in locating desired information despite lacking exact search parameters. This allows users to find information without first formulating an optimum search query. The query graph provides a navigable, graphical notion of the query-related information via nodes representative of the query-related information and edges representative of the associations between the information. In one instance of the present invention, the query graph is derived from an information source such as a query log, a query list, and/or a search engine and the like. Additional instances of the present invention utilize visual and/or audible indicators employed with the query graph to facilitate in relaying the query-related information to the user, including, but not limited to, overlays, icons, colors, and dimensional variances and the like.
摘要翻译：本发明利用基于查询和/或搜索意图的查询相关信息来提供系统的方式，以便于用户定位所需信息，尽管缺少确切的搜索参数。这允许用户在没有首先制定最佳搜索查询的情况下查找信息。查询图通过代表查询相关信息的节点和表示信息之间的关联的边缘提供与查询相关信息的可导航的图形概念。在本发明的一个实例中，查询图是从诸如查询日志，查询列表和/或搜索引擎等的信息源导出的。本发明的附加实例利用与查询图一起使用的视觉和/或听觉指示符以便于将查询相关信息中继给用户，包括但不限于叠加，图标，颜色和尺寸方差等。

33. 发明申请

US20070106937A1 SYSTEMS AND METHODS FOR IMPROVED SPELL CHECKING 审中-公开
标题翻译：改进的SPELL检查系统和方法
公开(公告)号：US20070106937A1
公开(公告)日：2007-05-10
申请号：US11620171
申请日：2007-01-05
申请人： Silviu-Petru Cucerzan , Eric Brill
发明人： Silviu-Petru Cucerzan , Eric Brill
IPC分类号： G06F17/00
CPC分类号： G06F17/273 , G06F16/3322 , G06F16/9532 , G06F16/9535
摘要： The present invention leverages iterative transformations of search query strings along with statistics extracted from search query logs and/or web data to provide possible alternative spellings for the search query strings. This provides a spell checking means that can be influenced to provide individualized suggestions for each user. By utilizing search query logs, the present invention can account for substrings not found in a lexicon but still acceptable as a search query of interest. This allows a means to provide a higher quality proposal for alternative spellings, beyond the content of the lexicon. One instance of the present invention operates at a substring level by utilizing word unigram and/or bigram statistics extracted from query logs combined with an iterative search. This provides substantially better spelling alternatives for a given query than employing only substring matching. Other instances can receive input data from sources other than a search query input.
摘要翻译：本发明利用搜索查询字符串的迭代变换以及从搜索查询日志和/或web数据提取的统计信息，以提供用于搜索查询字符串的可能的备选拼写。这提供了一个拼写检查手段，可以影响为每个用户提供个性化的建议。通过利用搜索查询日志，本发明可以考虑在词典中未找到的但仍然被认为是感兴趣的搜索查询的子串。这允许一种方法来提供更高质量的替代拼写提案，超出词汇内容。本发明的一个实例通过利用与迭代搜索结合的查询记录中提取的单词和/或二进制统计信息，在子字符串级别上操作。这为给定查询提供了比仅使用子串匹配更好的拼写替代方案。其他实例可以从搜索查询输入以外的其他来源接收输入数据。

34. 发明申请

US20060161520A1 System and method for generating alternative search terms 审中-公开
标题翻译：用于生成替代搜索项的系统和方法
公开(公告)号：US20060161520A1
公开(公告)日：2006-07-20
申请号：US11034777
申请日：2005-01-14
申请人： Brett Brewer , Eric Watson , Eric Brill , James Dai , Oliver Hurst-Hiller , Robert Ragno , Silviu-Petru Cucerzan
发明人： Brett Brewer , Eric Watson , Eric Brill , James Dai , Oliver Hurst-Hiller , Robert Ragno , Silviu-Petru Cucerzan
IPC分类号： G06F17/30
CPC分类号： G06F16/951 , G06F16/3322
摘要： A system and related techniques accepts user search or query terms over of the Internet or other network or connection. In addition to presenting regularly generated search results, according to embodiments of the invention the search engine and related logic may examine the search string for suggested refinements or improvements to the search terms, to attempt to derive improved results or results closer to the user's search intent. According to embodiments of the invention in one regard, the alternative search logic may attempt to extract related or more meaningful search terms from sources including past usage patterns by users, and other data. That alternative search logic may thus examine the user's search terms to determine a substring match to prior searches, for instance stored by the search host for all users. In embodiments, the alternative search logic may likewise present user search extensions or refinement paths selected by prior users running the same search, as an indicator of likely content or source relevance. In further embodiments, the alternative search logic may perform a reverse query lookup to trace queries which resulted in the same Web site or other hit, as the present search and present those other queries as possible alternatives for the user to pursue. These and other search refinements may be performed, taking advantage of usage patterns and other information to improve search quality beyond straightforward spelling-type correction.
摘要翻译：系统和相关技术通过互联网或其他网络或连接接受用户搜索或查询条款。除了呈现定期生成的搜索结果之外，根据本发明的实施例，搜索引擎和相关逻辑可以检查搜索字符串以用于对搜索词的建议改进或改进，以尝试导出更接近用户搜索意图的改进的结果或结果。根据本发明的实施例，替代搜索逻辑可以尝试从源（包括用户的过去使用模式）和其他数据中提取相关或更有意义的搜索项。因此，该替代搜索逻辑可以检查用户的搜索项以确定与先前搜索的子串匹配，例如由搜索主机为所有用户存储。在实施例中，备选搜索逻辑可以同样呈现由运行相同搜索的先前用户选择的用户搜索扩展或细化路径，作为可能内容或源相关性的指示符。在另外的实施例中，替代搜索逻辑可以执行反向查询查找以跟踪导致与当前搜索相同的网站或其他命中的查询，并将这些其他查询呈现为用户追求的可能替代方案。可以利用使用模式和其他信息来提高这些和其他搜索优化，以提高超出直接拼写型校正的搜索质量。

35. 发明授权

US09772992B2 Automatic disambiguation based on a reference resource 有权
公开(公告)号：US09772992B2
公开(公告)日：2017-09-26
申请号：US13342285
申请日：2012-01-03
申请人： Silviu-Petru Cucerzan , Mike Schultz
发明人： Silviu-Petru Cucerzan , Mike Schultz
IPC分类号： G06F17/27
CPC分类号： G06F17/278
摘要： A novel system for automatically indicating the specific identity of ambiguous named entities is provided. An automatic disambiguation data collection is created using a reference resource. Explicit named entities are catalogued from the reference resource, together with various abbreviated, alternative, and casual ways of referring to the named entities. Entity indicators, such as labels and context indicators associated with the named entities in the reference resource, are also catalogued. The automatic disambiguation collection can then be used as a basis for evaluating ambiguous references to named entities in text content provided in different applications. The content surrounding the ambiguous reference may be compared with the entity indicators to find a good match, indicating that the named entity associated with the matching entity indicators is the intended identity of the ambiguous reference, which can be automatically provided to a user.

36. 发明授权

US08819047B2 Fact verification engine 有权
标题翻译：事实验证引擎
公开(公告)号：US08819047B2
公开(公告)日：2014-08-26
申请号：US13438846
申请日：2012-04-04
申请人： Silviu-Petru Cucerzan , Chee Wee Leong
发明人： Silviu-Petru Cucerzan , Chee Wee Leong
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： The described implementations relate to processing of electronic data. One implementation is manifested as a technique that can include receiving an input statement that includes a plurality of terms. The technique can also include providing, in response to the input statement, ranked supporting documents that support the input statement or ranked contradicting results that contradict the input statement.
摘要翻译：所描述的实现涉及电子数据的处理。一个实现表现为可以包括接收包括多个术语的输入语句的技术。该技术还可以包括响应于输入语句提供支持输入语句的排序支持文档或与输入语句相抵触的排序矛盾的结果。

37. 发明申请

US20130268519A1 FACT VERIFICATION ENGINE 有权
标题翻译：实际验证发动机
公开(公告)号：US20130268519A1
公开(公告)日：2013-10-10
申请号：US13438846
申请日：2012-04-04
申请人： Silviu-Petru Cucerzan , Chee Wee Leong
发明人： Silviu-Petru Cucerzan , Chee Wee Leong
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： The described implementations relate to processing of electronic data. One implementation is manifested as a technique that can include receiving an input statement that includes a plurality of terms. The technique can also include providing, in response to the input statement, ranked supporting documents that support the input statement or ranked contradicting results that contradict the input statement.
摘要翻译：所描述的实现涉及电子数据的处理。一个实现表现为可以包括接收包括多个术语的输入语句的技术。该技术还可以包括响应于输入语句提供支持输入语句的排序支持文档或与输入语句相抵触的排序矛盾的结果。

38. 发明授权

US08275759B2 Contextual query suggestion in result pages 有权
标题翻译：结果页面中的上下文查询建议
公开(公告)号：US08275759B2
公开(公告)日：2012-09-25
申请号：US12391274
申请日：2009-02-24
申请人： Scott K. Imig , Kenneth Ward Church , Jean-Marie Larchevêque , Samuel D. Paye, Jr. , Silviu-Petru Cucerzan , Emily Blythe Pitler , Robert Rounthwaite , Ryen W. White
发明人： Scott K. Imig , Kenneth Ward Church , Jean-Marie Larchevêque , Samuel D. Paye, Jr. , Silviu-Petru Cucerzan , Emily Blythe Pitler , Robert Rounthwaite , Ryen W. White
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30867
摘要： Described is a search technology in which a search engine constructs a results page for a query that integrates suggested queries with the individual query results (e.g., displayed URLs). When rendered, the proximity of the suggested queries to their corresponding individual query result provides context as to the specific URL to which the suggested query is related. Suggested queries may appear alongside their associated search result, e.g., a displayed URL, and/or in an expandable panel proximate that individual search result. Suggested queries may appear within text accompanying a URL, and/or in a drop down menu following interaction with such text or the like. Related queries may be found by using a search result URL to find a query, by analyzing a search result's text snippet, by accessing historical data, and/or by accessing current user session data.
摘要翻译：描述了一种搜索技术，其中搜索引擎构建用于将建议的查询与各个查询结果（例如，显示的URL）集成的查询的结果页面。呈现时，建议的查询与其相应的单独查询结果的接近度提供了与建议查询相关的特定URL的上下文。建议的查询可能与其相关联的搜索结果（例如，显示的URL）一起出现，和/或在靠近该搜索结果的可扩展面板中。建议的查询可能出现在随URL附带的文本中，和/或在与这样的文本等相互作用之后的下拉菜单中。可以通过使用搜索结果URL来查找查询，通过分析搜索结果的文本片段，访问历史数据和/或通过访问当前用户会话数据来找到相关查询。

39. 发明授权

US08112402B2 Automatic disambiguation based on a reference resource 有权
标题翻译：基于参考资源自动排除歧义
公开(公告)号：US08112402B2
公开(公告)日：2012-02-07
申请号：US11710805
申请日：2007-02-26
申请人： Silviu-Petru Cucerzan , Mike Schultz
发明人： Silviu-Petru Cucerzan , Mike Schultz
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/278
摘要： A novel system for automatically indicating the specific identity of ambiguous named entities is provided. An automatic disambiguation data collection is created using a reference resource. Explicit named entities are catalogued from the reference resource, together with various abbreviated, alternative, and casual ways of referring to the named entities. Entity indicators, such as labels and context indicators associated with the named entities in the reference resource, are also catalogued. The automatic disambiguation collection can then be used as a basis for evaluating ambiguous references to named entities in text content provided in different applications. The content surrounding the ambiguous reference may be compared with the entity indicators to find a good match, indicating that the named entity associated with the matching entity indicators is the intended identity of the ambiguous reference, which can be automatically provided to a user.
摘要翻译：提供了一种用于自动指示不明确的命名实体的特定身份的新颖系统。使用参考资源创建自动消歧数据收集。明确的命名实体是从参考资源编目的，以及引用命名实体的各种缩写，替代和偶然的方式。实体指标，例如与引用资源中的命名实体相关联的标签和上下文指示符也被编目。然后可以将自动消歧收集用作评估在不同应用中提供的文本内容中对命名实体的模糊引用的基础。围绕不明确引用的内容可以与实体指示符进行比较以找到良好的匹配，指示与匹配实体指示符相关联的命名实体是可以自动提供给用户的模糊引用的预期标识。

40. 发明申请

US20110295847A1 CONCEPT INTERFACE FOR SEARCH ENGINES 审中-公开
标题翻译：概念搜索引擎界面
公开(公告)号：US20110295847A1
公开(公告)日：2011-12-01
申请号：US12791347
申请日：2010-06-01
申请人： Silviu-Petru Cucerzan , Christopher J. C. Burges
发明人： Silviu-Petru Cucerzan , Christopher J. C. Burges
IPC分类号： G06F17/30
CPC分类号： G06F16/951
摘要： Concepts are presented related to a search engine query. Users can subsequently navigate search results and/or reformulate a query at a conceptual level. In one instance, users can specify weight with respect to one or more concepts to capture interest or lack of interest with respect to search intent. Based on one or more weights, a search query can be modified and results presented to a user along with associated concepts to enable continued interaction. Additionally or alternatively, organization and/or presentation of search results as well as advertisements can be influenced by user-specified weights or other interactions with concepts.
摘要翻译：呈现与搜索引擎查询相关的概念。用户可以随后在概念层面浏览搜索结果和/或重新构建查询。在一种情况下，用户可以指定关于一个或多个概念的权重，以捕获关于搜索意图的兴趣或缺乏兴趣。基于一个或多个权重，可以修改搜索查询并将结果与相关联的概念一起呈现给用户以实现持续的交互。另外或替代地，搜索结果和广告的组织和/或呈现可以受用户指定的权重或与概念的其他交互的影响。

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