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1. 发明申请

US20070016580A1 EXTRACTING INFORMATION ABOUT REFERENCES TO ENTITIES ROM A PLURALITY OF ELECTRONIC DOCUMENTS 审中-公开
标题翻译：提供有关实体参考的信息ROM多种电子文档
公开(公告)号：US20070016580A1
公开(公告)日：2007-01-18
申请号：US11160943
申请日：2005-07-15
申请人： John Mann , Tram Nguyen , Carlton Niblack , Zengyan Zhang
发明人： John Mann , Tram Nguyen , Carlton Niblack , Zengyan Zhang
IPC分类号： G06F17/30
CPC分类号： G06F16/93
摘要： The present invention provides a method and system of extracting information about references to entities from a plurality of electronic documents. In an exemplary embodiment, the method and system include (1) applying at least one document quality measure to each of the plurality of electronic documents, (2) recognizing the references to entities in the plurality of electronic documents, (3) using at least one reference quality measure for each of the references to entities, (4) computing at least one topical category associated with each of the references to entities, (5) finding at least one co-occurring term associated with each of the references to entities, and (6) characterizing each of the references to entities by at least one characteristic category.
摘要翻译：本发明提供从多个电子文档中提取关于对实体的引用的信息的方法和系统。在一个示例性实施例中，所述方法和系统包括（1）对所述多个电子文档中的每一个应用至少一个文档质量测量，（2）识别对所述多个电子文档中的实体的引用，（3）至少使用（4）计算与每个对实体的引用相关联的至少一个主题类别，（5）找到与每个对实体相关联的至少一个共同出现的术语，和（6）通过至少一个特征类别来表征每个对实体的引用。

2. 发明申请

US20070067157A1 System and method for automatically extracting interesting phrases in a large dynamic corpus 审中-公开
标题翻译：在大型动态语料库中自动提取有趣的短语的系统和方法
公开(公告)号：US20070067157A1
公开(公告)日：2007-03-22
申请号：US11234667
申请日：2005-09-22
申请人： Vinay Kaku , Keiko Kurita , Carlton Niblack , Jasmine Novak , Zengyan Zhang
发明人： Vinay Kaku , Keiko Kurita , Carlton Niblack , Jasmine Novak , Zengyan Zhang
IPC分类号： G06F17/21
CPC分类号： G06F17/2775
摘要： A phrase extraction system combines a dictionary method, a statistical/heuristic approach, and a set of pruning steps to extract frequently occurring and interesting phrases from a corpus. The system finds the “top k” phrases in a corpus, where k is an adjustable parameter. For a time-varying corpus, the system uses historical statistics to extract new and increasingly frequent phrases. The system finds interesting phrases that occur near a set of user-designated phrases. The system uses these designated phrases as anchor phrases to identify phrases that occur near the anchor phrases. The system finds frequently occurring and interesting phrases in a time-varying corpus is changing in time, as in finding frequent phrases in an on-going, long term document feed or continuous, regular web crawl.
摘要翻译：短语提取系统结合词典方法，统计/启发式方法和一组修剪步骤，从语料库中提取频繁出现和有趣的短语。系统在语料库中找到“top k”短语，其中k是可调参数。对于时变语料库，系统使用历史统计来提取新的和日益频繁的短语。系统发现在一组用户指定的短语附近发生的有趣的短语。系统使用这些指定的短语作为锚短语来识别锚短语附近出现的短语。系统发现时变语料库中频繁发生的有趣短语正在随着时间的推移而变化，如在正在进行的长期文档馈送或连续的常规网络爬网中找到频繁的短语。

3. 发明申请

US20060248456A1 ASSIGNING A PUBLICATION DATE FOR AT LEAST ONE ELECTRONIC DOCUMENT 审中-公开
标题翻译：为至少一个电子文件准备出版日期
公开(公告)号：US20060248456A1
公开(公告)日：2006-11-02
申请号：US10908215
申请日：2005-05-02
申请人： Todd Bender , Keiko Kurita , Tram Nguyen , C. Niblack , Zengyan Zhang
发明人： Todd Bender , Keiko Kurita , Tram Nguyen , C. Niblack , Zengyan Zhang
IPC分类号： G06F17/24
CPC分类号： G06F17/2765
摘要： The present invention provides a method and system of assigning a publication date for at least one electronic document, where the publication date includes the year that the document was published, the month that the document was published, and the day that the document was published. In an exemplary embodiment, the method and system include (1) recognizing the publication date in the document by regular expression pattern matching, (2) if the publication date is ambiguous, resolving the ambiguous publication date, and (3) validating the publication date. In an exemplary embodiment, the recognizing includes determining at least one candidate publication date from the document identifier of the document. In an exemplary embodiment, the recognizing includes determining the publication date from the textual content of the document. In an exemplary embodiment, the recognizing includes determining the publication date from the metadata of the document.
摘要翻译：本发明提供了一种分配至少一个电子文档的发布日期的方法和系统，其中发布日期包括文档发布的年份，文档发布的月份以及文档发布的那一天。在一个示例性实施例中，方法和系统包括（1）通过正则表达模式匹配来识别文档中的发布日期，（2）如果发布日期不明确，解决模糊的发布日期，以及（3）验证发布日期。在示例性实施例中，识别包括从文档的文档标识符确定至少一个候选发布日期。在示例性实施例中，识别包括从文档的文本内容确定发布日期。在示例性实施例中，识别包括从文档的元数据确定发布日期。

4. 发明申请

US20100082608A1 SYSTEM, METHOD, OR APPARATUS RELATING TO DETERMINING SEARCH RESULTS BASED AT LEAST IN PART ON ONE OR MORE CONTEXT FEATURES 审中-公开
标题翻译：关于确定搜索结果的系统，方法或设备至少基于一个或多个语境特征
公开(公告)号：US20100082608A1
公开(公告)日：2010-04-01
申请号：US12242273
申请日：2008-09-30
申请人： Mauricio Mediano , Jason Zien , Zengyan Zhang , Jinhui Liu , Song Lin
发明人： Mauricio Mediano , Jason Zien , Zengyan Zhang , Jinhui Liu , Song Lin
IPC分类号： G06F7/06 , G06F17/30
CPC分类号： G06F16/951
摘要： Embodiments of methods, apparatuses, devices and systems associated with determining search results are disclosed.
摘要翻译：公开了与确定搜索结果相关联的方法，设备，设备和系统的实施例。

5. 发明申请

US20100121712A1 DIVERSITY OF ADS DISPLAYED ON A PUBLISHER PAGE 审中-公开
标题翻译：广告显示在出版者页面上的多样性
公开(公告)号：US20100121712A1
公开(公告)日：2010-05-13
申请号：US12269383
申请日：2008-11-12
申请人： Ben Shahshahani , Vanja Josifovski , Peiji Chen , Zengyan Zhang , Jianchang (JC) Mao , Ruofei (Bruce) Zhang , Sanjay Kshetramade
发明人： Ben Shahshahani , Vanja Josifovski , Peiji Chen , Zengyan Zhang , Jianchang (JC) Mao , Ruofei (Bruce) Zhang , Sanjay Kshetramade
IPC分类号： G06F17/30 , G06Q30/00
CPC分类号： G06Q10/0637 , G06Q30/02 , G06Q30/0256
摘要： A system for selecting advertisements for a web page. An advertisement request is received and the web page content is evaluated to identify a first advertisement query based on the content of the web page and a second advertisement query based on the content of the web page or a behavioral feature. A first set of advertisements is retrieved based on the first advertisement query and a second set of advertisements is retrieved based on the second advertisement query. The first set of advertisements is blended with the second set of advertisements to form a blended advertisement set. The blended advertisement set is provided for display with the web page.
摘要翻译：一种用于选择网页的广告的系统。接收广告请求，并且基于网页的内容和基于网页的内容或行为特征的第二广告查询来评估网页内容以识别第一广告查询。基于第一广告查询检索第一组广告，并且基于第二广告查询来检索第二组广告。第一组广告与第二组广告混合形成混合广告集。混合广告组被提供用于与网页一起显示。

6. 发明授权

US07542970B2 System and method for selecting a sub-domain for a specified domain of the web 失效
标题翻译：用于选择网络的指定域的子域的系统和方法
公开(公告)号：US07542970B2
公开(公告)日：2009-06-02
申请号：US11432265
申请日：2006-05-11
申请人： Scott Richard Holmes , Hongcheng Mi , Sumit Negi , Zengyan Zhang
发明人： Scott Richard Holmes , Hongcheng Mi , Sumit Negi , Zengyan Zhang
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/3089 , G06F17/30864 , Y10S707/99932 , Y10S707/99933 , Y10S707/99934 , Y10S707/99935
摘要： A selection system and method. The selection method comprises receiving, by a computing system, a taxonomy of data related to a specified domain of knowledge on the web. A taxonomy tree is constructed from the taxonomy. A sub tree related to a sub-domain from specified domain is selected from the taxonomy tree. A first list comprising user expected universal resource locators (URLs) related to the sub-domain is received. A second list comprising topic expressions defining each node of the taxonomy sub-tree is generated. A query based on the second list is generated. The query is applied on an index of URLs generated from a web crawling process to generate a third list. A recall value is calculated based on the first list and the third list.
摘要翻译：选择系统和方法。选择方法包括由计算系统接收与网络上的指定的知识领域相关的数据的分类。分类树是从分类学中构建的。从分类树中选择与指定域的子域相关的子树。接收包括与子域相关的用户期望的通用资源定位符（URL）的第一列表。生成包含定义分类子树的每个节点的主题表达式的第二列表。生成基于第二列表的查询。该查询应用于从Web爬网过程生成的URL的索引，以生成第三个列表。根据第一个列表和第三个列表计算回收值。

7. 发明申请

US20110066496A1 Combining Historical CTR and Bid Amount in Search Message Selection 审中-公开
标题翻译：在搜索邮件选择中组合历史点击率和出价金额
公开(公告)号：US20110066496A1
公开(公告)日：2011-03-17
申请号：US12558175
申请日：2009-09-11
申请人： Zengyan Zhang , Jason Zien , Sanjav Kshetramade , Ying Cui , Song Lin
发明人： Zengyan Zhang , Jason Zien , Sanjav Kshetramade , Ying Cui , Song Lin
IPC分类号： G06Q10/00 , G06F17/30 , G06F7/10 , G06F15/18
CPC分类号： G06Q30/0244 , G06F16/9535 , G06Q30/0254 , G06Q30/0255 , G06Q30/0275
摘要： A method, system and computer readable medium selects additional message content to display to a user when the user request base content. In order to optimize the intermediate selection pool of message candidates (from which a final selection is chosen), for each candidate message, a historical aggregate of CTR data is combined with an offline estimate, also obtained from historical data, of RElative Probability of Action (REPA, which combines computed relevancy scores and ranking information) and with bid amount to obtain an estimate for revenue generation. This estimate is combined with dynamic matching between the message and the page/user pair to obtain a final score for each message that is used to create the intermediate selection pool of message for the page displayed. Final message selection uses a feedback loop, using specific CRT in conjunction with the specific page displayed, for the messages in the intermediately selected pool.
摘要翻译：当用户请求基本内容时，方法，系统和计算机可读介质选择附加消息内容以向用户显示。为了优化消息候选的中间选择池（从中选择最终选择），对于每个候选消息，CTR数据的历史聚合与从历史数据获得的脱机概率合并在一起（REPA，其结合了计算的相关性分数和排名信息）和出价金额，以获得收入的估计。该估计与消息与页面/用户对之间的动态匹配相结合，以获得用于为显示的页面创建消息的中间选择池的每个消息的最终得分。最终消息选择使用反馈循环，使用特定的CRT与显示的特定页面相关联的中间选择池中的消息。

8. 发明申请

US20080033587A1 A SYSTEM AND METHOD FOR MINING DATA FROM HIGH-VOLUME TEXT STREAMS AND AN ASSOCIATED SYSTEM AND METHOD FOR ANALYZING MINED DATA 审中-公开
标题翻译：用于从高容量文本流和相关系统挖掘数据的系统和方法以及用于分析矿物数据的方法
公开(公告)号：US20080033587A1
公开(公告)日：2008-02-07
申请号：US11462100
申请日：2006-08-03
申请人： Keiko Kurita , John K. Mann , Ross Nelson , Tram T. Nguyen , Carlton W. Niblack , Zengyan Zhang
发明人： Keiko Kurita , John K. Mann , Ross Nelson , Tram T. Nguyen , Carlton W. Niblack , Zengyan Zhang
IPC分类号： G06F19/00
CPC分类号： G06Q30/02 , G06F16/34 , G06F16/358 , G06Q10/00
摘要： Disclosed are embodiments of a method of mining data and a method of evaluating that data in order to discover significant changes in conditions (e.g., changes in activities, events, associations, affiliations, market preferences, etc.). The data mining technique uses predetermined scenarios that characterize specific changes as well as key variables that are relevant to those scenarios. These variables are input as mining parameters into a data mining tool. Retrieved data is analyzed and the results are evaluated. One technique of evaluating the results includes displaying them in a visual format (e.g., graphs, tables) along with additional information (e.g., lists of documents or portions of documents containing data relevant to the displayed results). A user evaluates the displayed results and additional information in order to identify data that should be filtered, to identify trends and/or patterns in the data, and to assess the trends and/or patterns.
摘要翻译：公开了挖掘数据的方法的实施例和评估该数据以便发现条件（例如，活动，事件，关联，关联，市场偏好等的变化）的重大变化的方法。数据挖掘技术使用表征特定变化的预定场景以及与这些场景相关的关键变量。这些变量作为挖掘参数输入到数据挖掘工具中。分析检索的数据，并对结果进行评估。评估结果的一种技术包括以视觉格式（例如，图表，表格）以及附加信息（例如，文档的列表或包含与显示结果相关的数据的文档的部分）来显示它们。用户评估显示的结果和附加信息，以便识别应过滤的数据，以识别数据中的趋势和/或模式，以及评估趋势和/或模式。

9. 发明授权

US08019899B2 Delivering partially processed results based on system metrics in network content delivery systems 有权
标题翻译：根据网络内容传送系统中的系统指标提供部分处理结果
公开(公告)号：US08019899B2
公开(公告)日：2011-09-13
申请号：US12200529
申请日：2008-08-28
申请人： Zengyan Zhang , George E. Mavromatis , Jinhui Liu
发明人： Zengyan Zhang , George E. Mavromatis , Jinhui Liu
IPC分类号： G06F15/16
CPC分类号： H04L43/0852 , H04L41/0213 , H04L41/509 , H04L67/32 , H04L69/28
摘要： Methods, apparatuses and systems directed to processing client requests in distributed systems. Particular implementations of the invention are directed to allowing application servers to return partially processed results after having consumed a time slice allocation based on performance estimates, network performance metrics, and/or system performance metrics.
摘要翻译：针对在分布式系统中处理客户端请求的方法，设备和系统。本发明的特定实施方式涉及允许应用服务器在基于性能估计，网络性能度量和/或系统性能度量消耗时间片分配之后返回部分处理的结果。

10. 发明申请

US20100057939A1 Delivering Partially Processed Results Based on System Metrics in Network Content Delivery Systems 有权
标题翻译：基于网络内容交付系统中的系统度量提供部分处理结果
公开(公告)号：US20100057939A1
公开(公告)日：2010-03-04
申请号：US12200529
申请日：2008-08-28
申请人： Zengyan Zhang , George E. Mavromatis , Jinhui Liu
发明人： Zengyan Zhang , George E. Mavromatis , Jinhui Liu
IPC分类号： G06F15/16
CPC分类号： H04L43/0852 , H04L41/0213 , H04L41/509 , H04L67/32 , H04L69/28
摘要： Methods, apparatuses and systems directed to processing client requests in distributed systems. Particular implementations of the invention are directed to allowing application servers to return partially processed results after having consumed a time slice allocation based on performance estimates, network performance metrics, and/or system performance metrics.
摘要翻译：针对在分布式系统中处理客户端请求的方法，设备和系统。本发明的特定实施方式涉及允许应用服务器在基于性能估计，网络性能度量和/或系统性能度量消耗时间片分配之后返回部分处理的结果。

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