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21. 发明授权

US07743050B1 Model generation for ranking documents based on large data sets 有权
标题翻译：基于大数据集的文档排序模型生成
公开(公告)号：US07743050B1
公开(公告)日：2010-06-22
申请号：US11736872
申请日：2007-04-18
申请人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
发明人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
IPC分类号： G06F17/30
CPC分类号： G06F17/30528 , G06F17/3053 , G06F17/30687 , G06F17/3071 , G06F17/30864 , G06F17/30867 , G06N7/005 , G06N99/005 , Y10S707/99933 , Y10S707/99935 , Y10S707/99943
摘要： A system ranks documents based, at least in part, on a ranking model. The ranking model may be generated to predict the likelihood that a document will be selected. The system may receive a search query and identify documents relating to the search query. The system may then rank the documents based, at least in part, on the ranking model and form search results for the search query from the ranked documents.
摘要翻译：系统至少部分地根据排名模型对文档进行排名。可以生成排名模型以预测文档将被选择的可能性。系统可以接收搜索查询并识别与搜索查询相关的文档。然后，该系统可以至少部分地基于排名模型对文档进行排名，并且从排名文件中形成搜索查询的搜索结果。

22. 发明授权

US07213198B1 Link based clustering of hyperlinked documents 有权
标题翻译：超链接文档的基于链接的聚类
公开(公告)号：US07213198B1
公开(公告)日：2007-05-01
申请号：US09636052
申请日：2000-08-10
申请人： Georges R. Harik
发明人： Georges R. Harik
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99935
摘要： Techniques for grouping hyperlinked documents are provided. Links near or in the neighborhood of the hyperlinked documents are analyzed in order to group the hyperlinked documents by topic. For example, links that are search results can be grouped by identifying other hyperlinked documents that have multiple forward links to the search results. The search results can then be grouped according to the forward links of the other hyperlinked documents.
摘要翻译：提供了用于分组超链接文档的技术。分析超链接文档附近或附近的链接，以按主题对超链接文档进行分组。例如，作为搜索结果的链接可以通过识别具有到搜索结果的多个前向链接的其他超链接文档来分组。然后可以根据其他超链接文档的前向链接对搜索结果进行分组。

23. 发明授权

US07096214B1 System and method for supporting editorial opinion in the ranking of search results 有权
标题翻译：在搜索结果排名中支持编辑意见的制度和方法
公开(公告)号：US07096214B1
公开(公告)日：2006-08-22
申请号：US09734887
申请日：2000-12-13
申请人： Krishna Bharat , Benedict Gomes , Georges R. Harik , Marissa Mayer
发明人： Krishna Bharat , Benedict Gomes , Georges R. Harik , Marissa Mayer
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/956 , Y10S707/99933
摘要： A server improves the ranking of search results. The server includes a processor and a memory that stores instructions and a group of query themes. The processor receives a search query containing at least one search term, retrieves one or more objects based on the at least one search term and determines whether the search query corresponds to at least one of the group of query themes. The processor then ranks the one or more objects based on whether the search query corresponds to at least one of the group of query themes and provides the ranked one or more objects to a user.
摘要翻译：服务器提高了搜索结果的排名。该服务器包括处理器和存储指令和一组查询主题的存储器。处理器接收包含至少一个搜索项的搜索查询，基于至少一个搜索项检索一个或多个对象，并确定搜索查询是否对应于该组查询主题中的至少一个。然后，处理器基于搜索查询是否对应于该组查询主题中的至少一个并将一个或多个对等级提供给用户来对该一个或多个对象进行排序。

24. 发明授权

US08364618B1 Large scale machine learning systems and methods 有权
标题翻译：大型机器学习系统和方法
公开(公告)号：US08364618B1
公开(公告)日：2013-01-29
申请号：US13487873
申请日：2012-06-04
申请人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
发明人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
IPC分类号： G06F15/18 , G06F17/30
CPC分类号： G06F17/30528 , G06F17/3053 , G06F17/30687 , G06F17/3071 , G06F17/30864 , G06F17/30867 , G06N7/005 , G06N99/005 , Y10S707/99933 , Y10S707/99935 , Y10S707/99943
摘要： A system for generating a model is provided. The system generates, or selects, candidate conditions and generates, or otherwise obtains, statistics regarding the candidate conditions. The system also forms rules based, at least in part, on the statistics and the candidate conditions and selectively adds the rules to the model.
摘要翻译：提供了一种用于生成模型的系统。系统生成或选择候选条件，并生成或以其他方式获得有关候选条件的统计信息。该系统至少部分地基于统计和候选条件形成规则，并选择性地将规则添加到模型中。

25. 发明授权

US07769763B1 Large scale machine learning systems and methods 有权
标题翻译：大型机器学习系统和方法
公开(公告)号：US07769763B1
公开(公告)日：2010-08-03
申请号：US11736193
申请日：2007-04-17
申请人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
发明人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
IPC分类号： G06F7/00 , G06F15/18 , G06F17/30
CPC分类号： G06F17/30528 , G06F17/3053 , G06F17/30687 , G06F17/3071 , G06F17/30864 , G06F17/30867 , G06N7/005 , G06N99/005 , Y10S707/99933 , Y10S707/99935 , Y10S707/99943
摘要： A system for generating a model is provided. The system generates, or selects, candidate conditions and generates, or otherwise obtains, statistics regarding the candidate conditions. The system also forms rules based, at least in part, on the statistics and the candidate conditions and selectively adds the rules to the model.
摘要翻译：提供了一种用于生成模型的系统。系统生成或选择候选条件，并生成或以其他方式获得有关候选条件的统计信息。该系统至少部分地基于统计和候选条件形成规则，并选择性地将规则添加到模型中。

26. 发明授权

US07716216B1 Document ranking based on semantic distance between terms in a document 有权
标题翻译：基于文档中术语之间的语义距离的文档排名
公开(公告)号：US07716216B1
公开(公告)日：2010-05-11
申请号：US10813573
申请日：2004-03-31
申请人： Georges R. Harik , Monika H. Henzinger
发明人： Georges R. Harik , Monika H. Henzinger
IPC分类号： G06F7/00 , G06F17/30 , G06F17/00
CPC分类号： G06F17/30716 , G06F17/30864
摘要： Techniques are disclosed that locate implicitly defined semantic structures in a document, such as, for example, implicitly defined lists in an HTML document. The semantic structures can be used in the calculation of distance values between terms in the documents. The distance values may be used, for example, in the generation of ranking scores that indicate a relevance level of the document to a search query.
摘要翻译：公开了在文档中定位隐式定义的语义结构的技术，例如HTML文档中的隐式定义的列表。语义结构可用于计算文档中术语之间的距离值。距离值可以用于例如生成指示文档到搜索查询的相关性级别的排名分数。

27. 发明授权

US06754873B1 Techniques for finding related hyperlinked documents using link-based analysis 有权
标题翻译：使用基于链接的分析查找相关超链接文档的技术
公开(公告)号：US06754873B1
公开(公告)日：2004-06-22
申请号：US09544733
申请日：2000-04-06
申请人： Kin Lun Law , Georges R. Harik
发明人： Kin Lun Law , Georges R. Harik
IPC分类号： G06F1700
CPC分类号： G06F17/30864 , Y10S707/99931 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935 , Y10S707/99937 , Y10S707/99945
摘要： Techniques for finding related hyperlinked documents using link-based analysis are provided. Backlink and forwardlink sets can be utilized to find web pages that are related to a selected web page. The scores for links from web pages that are from the same host and links from web pages with numerous links can be reduced to achieve a better list of related web pages. The list of related web pages can be utilized as a feature to a word-based search engine or an addition to a web browser.
摘要翻译：提供了使用基于链接的分析来查找相关超链接文档的技术。反向链接和反向链接集可用于查找与所选网页相关的网页。来自同一主机的网页和来自具有多个链接的网页的链接的链接的分数可以被减少以实现更好的相关网页列表。相关网页的列表可以用作基于单词的搜索引擎的特征或者作为网页浏览器的添加。

28. 发明授权

US08195674B1 Large scale machine learning systems and methods 有权
标题翻译：大型机器学习系统和方法
公开(公告)号：US08195674B1
公开(公告)日：2012-06-05
申请号：US12822902
申请日：2010-06-24
申请人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
发明人： Jeremy Bem , Georges R. Harik , Joshua L. Levenberg , Noam Shazeer , Simon Tong
IPC分类号： G06F15/18 , G06F17/30
CPC分类号： G06F17/30528 , G06F17/3053 , G06F17/30687 , G06F17/3071 , G06F17/30864 , G06F17/30867 , G06N7/005 , G06N99/005 , Y10S707/99933 , Y10S707/99935 , Y10S707/99943
摘要： A system for generating a model is provided. The system generates, or selects, candidate conditions and generates, or otherwise obtains, statistics regarding the candidate conditions. The system also forms rules based, at least in part, on the statistics and the candidate conditions and selectively adds the rules to the model.
摘要翻译：提供了一种用于生成模型的系统。系统生成或选择候选条件，并生成或以其他方式获得有关候选条件的统计信息。该系统至少部分地基于统计和候选条件形成规则，并选择性地将规则添加到模型中。

29. 发明授权

US07647299B2 Serving advertisements using a search of advertiser web information 有权
标题翻译：使用广告客户网页信息搜索来投放广告
公开(公告)号：US07647299B2
公开(公告)日：2010-01-12
申请号：US10614736
申请日：2003-06-30
申请人： Georges R. Harik
发明人： Georges R. Harik
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06Q30/02 , Y10S707/99933
摘要： Advertisers are permitted to put targeted ads on, or to serve ads in association with, various content such as search results pages, Web pages, e-mail, etc., without requiring the advertiser to enter and/or maintain certain targeting information, such as keyword targeting. This may be accomplished by using a searchable data structure, such as an inverted index for example, of available advertiser Web information. The advertiser Web information may include terms and/or phrase extracted from the advertiser's Website. In particular, a search query may be used to search for matching advertisers, and therefore matching ads. For example, the search query can be used to search an inverted index including words and/or phrases extracted from advertiser Websites. The advertiser Web page, or some other identifier, can be used as a key to search for an associated ad.
摘要翻译：允许广告客户在不需要广告客户输入和/或维护某些定位信息的情况下，将各种内容（例如搜索结果页面，网页，电子邮件等）与广告结合使用，或投放广告，例如作为关键字定位。这可以通过使用可搜索的数据结构来实现，例如可用的广告商Web信息的反向索引。广告商的网页信息可以包括从广告主的网站提取的术语和/或短语。特别地，可以使用搜索查询来搜索匹配的广告商，并且因此匹配广告。例如，搜索查询可用于搜索包括从广告商网站提取的单词和/或短语的反向索引。广告商网页或其他一些标识符可以用作搜索关联的广告的关键。

30. 发明授权

US07634716B1 Techniques for finding related hyperlinked documents using link-based analysis 有权
标题翻译：使用基于链接的分析查找相关超链接文档的技术
公开(公告)号：US07634716B1
公开(公告)日：2009-12-15
申请号：US10747043
申请日：2003-12-30
申请人： Kin Lun Law , Georges R. Harik
发明人： Kin Lun Law , Georges R. Harik
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99931 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935 , Y10S707/99937 , Y10S707/99945
摘要： Techniques for finding related hyperlinked documents using link-based analysis are provided. Backlink and forwardlink sets can be utilized to find web pages that are related to a selected web page. The scores for links from web pages that are from the same host and links from web pages with numerous links can be reduced to achieve a better list of related web pages. The list of related web pages can be utilized as a feature to a word-based search engine or an addition to a web browser.
摘要翻译：提供了使用基于链接的分析来查找相关超链接文档的技术。反向链接和反向链接集可用于查找与所选网页相关的网页。来自同一主机的网页和来自具有多个链接的网页的链接的链接的分数可以被减少以实现更好的相关网页列表。相关网页的列表可以用作基于单词的搜索引擎的特征或者作为网页浏览器的添加。

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