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21. 发明授权

US07949672B2 Identifying regional sensitive queries in web search 有权
标题翻译：识别网络搜索中的区域敏感查询
公开(公告)号：US07949672B2
公开(公告)日：2011-05-24
申请号：US12136279
申请日：2008-06-10
申请人： Ya Zhang , Srinivas Vadrevu , Belle Tseng , Gordon Guo-Zheng Sun , Xin Li
发明人： Ya Zhang , Srinivas Vadrevu , Belle Tseng , Gordon Guo-Zheng Sun , Xin Li
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/3087
摘要： A system for determining the intent of query that includes a search engine that receives a first search query, a query/click log module configured to store log data associated with the first search query; and a computational module that generates metric values associated with the first search query based on the log data and that determines that the first search query is one of a regional specific query or a global query based on the metric values, where the metric values reflect a likelihood of local intent of the first search query, and where the search engine provides search results selected in part based on the metric values.
摘要翻译：一种用于确定查询意图的系统，包括接收第一搜索查询的搜索引擎，被配置为存储与第一搜索查询相关联的日志数据的查询/点击日志模块; 以及计算模块，其基于所述日志数据生成与所述第一搜索查询相关联的度量值，并且基于所述度量值确定所述第一搜索查询是区域特定查询或全局查询之一，其中所述度量值反映第一搜索查询的本地意图的可能性，以及搜索引擎提供基于度量值部分地选择的搜索结果的位置。

22. 发明申请

US20090319507A1 METHODS AND APPARATUSES FOR ADAPTING A RANKING FUNCTION OF A SEARCH ENGINE FOR USE WITH A SPECIFIC DOMAIN 有权
标题翻译：适用于特定领域的搜索引擎排序功能的方法和装置
公开(公告)号：US20090319507A1
公开(公告)日：2009-12-24
申请号：US12142672
申请日：2008-06-19
申请人： Keke Chen , Rongqing Lu , Chung Kei Wong , Gordon Guo-Zheng Sun , Larry Heck , Belle Tseng
发明人： Keke Chen , Rongqing Lu , Chung Kei Wong , Gordon Guo-Zheng Sun , Larry Heck , Belle Tseng
IPC分类号： G06F17/30
CPC分类号： G06F17/30882 , G06F17/3053
摘要： Methods and apparatuses are provided for adapting hierarchical structure information associated with a first ranking function tuned for use in a first domain for use in a second domain.
摘要翻译：提供了用于调整与调整用于在第一域中使用的第一排序功能相关联的分层结构信息以用于第二域的方法和装置。

23. 发明申请

US20060218481A1 System and method for annotating multi-modal characteristics in multimedia documents 有权
标题翻译：多媒体文件注释多模态特征的系统和方法
公开(公告)号：US20060218481A1
公开(公告)日：2006-09-28
申请号：US10539890
申请日：2003-12-19
申请人： Hugh Adams Jr. , Giridharen Iyengar , Ching-Yung Lin , Chalapathy Neti , John Smith , Belle Tseng
发明人： Hugh Adams Jr. , Giridharen Iyengar , Ching-Yung Lin , Chalapathy Neti , John Smith , Belle Tseng
IPC分类号： G06F15/00
CPC分类号： G06F17/30038 , G06F17/241
摘要： A manual annotation system of multi-modal characteristics in multimedia files. There is provided an arrangement for selection an observation modality of video with audio, video without audio, audio with video, or audio without video, to be used to annotate multimedia content. While annotating video or audio features is isolation results in less confidence in the identification of features, observing both audio and video simultaneously and annotating that observation results in a higher confidence level.
摘要翻译：多媒体文件中多模态特征的手动注释系统。提供了一种用于选择具有音频的视频，没有音频的视频，具有视频的音频或无视频的音频的观察模式的布置，用于注释多媒体内容。虽然注释视频或音频功能是隔离的结果对于识别功能的信心较差，同时观察音频和视频，并注释观察结果导致更高的置信水平。

24. 发明申请

US20060184464A1 System and methods for data analysis and trend prediction 审中-公开
标题翻译：数据分析和趋势预测的系统和方法
公开(公告)号：US20060184464A1
公开(公告)日：2006-08-17
申请号：US11127893
申请日：2005-05-12
申请人： Belle Tseng , Yi Wu
发明人： Belle Tseng , Yi Wu
IPC分类号： G06F15/18
CPC分类号： G06N5/003 , G06F16/313
摘要： Systems and methods for data analysis and trend prediction. Multiple networks are combined for analysis to improve the accuracy of the evaluation by broadening the type of criteria considered. Relevant features are extracted from a dataset and at least one network is formed representing various relationships identified among the items contained in the dataset according to heuristics. Statistical analyses are applied to the relationships and the results output to a user via one or more reports to permit a user to evaluate each of the items in the dataset relative to each other. The trend of the relationships may be predicted based on the results of statistical analysis applied to the features over successive discrete time periods.
摘要翻译：数据分析和趋势预测的系统和方法。组合多个网络进行分析，通过扩大考虑的标准类型来提高评估的准确性。从数据集中提取相关特征，并根据启发式形成代表在数据集中包含的项目中识别的各种关系的至少一个网络。统计分析应用于通过一个或多个报告向用户输出的关系和结果，以允许用户相对于彼此评估数据集中的每个项目。可以基于在连续的离散时间段上应用于特征的统计分析的结果来预测关系的趋势。

25. 发明申请

US20060031217A1 Method and apparatus for ontology-based classification of media content 有权
标题翻译：用于基于本体的媒体内容分类的方法和装置
公开(公告)号：US20060031217A1
公开(公告)日：2006-02-09
申请号：US10910118
申请日：2004-08-03
申请人： John Smith , Belle Tseng , Yi Wu
发明人： John Smith , Belle Tseng , Yi Wu
IPC分类号： G06F17/30
CPC分类号： G06K9/00711 , G06K9/6292 , Y10S707/99935 , Y10S707/99943
摘要： A method and apparatus for ontology-based classification of media content are provided. With the method and apparatus, initial confidence values of classifiers in a hierarchical classification structure are modified based on relationships between classifiers. A confidence value for a classifier is boosted by a boosting factor based on a correspondence between the confidence value and confidence values of ancestor classifiers in the hierarchical classification structure. A confidence value for a classifier is modified by a confusion factor based on a correspondence between the confidence value of the classifier and the confidence values of mutually exclusive classifiers in the hierarchical classification structure. In this way, a more accurate representation of the actual confidence that media content falls within the classification associated with the classifier is obtained. From this improved classification mechanism, indices for media content may be generated for use in accessing the media content at a later time.
摘要翻译：提供了一种用于基于本体的媒体内容分类的方法和装置。利用该方法和装置，基于分类器之间的关系来修改分层分类结构中分类器的初始置信度值。基于分级分类结构中的祖先分类器的置信度值和置信度值之间的对应关系，通过增强因子来提高分类器的置信度值。基于分类器的置信度值与层次分类结构中互斥分类器的置信度值之间的对应关系，通过混淆因子修改分类器的置信度值。以这种方式，获得媒体内容落入与分类器相关联的分类内的实际置信度的更准确的表示。根据该改进的分类机制，可以生成用于媒体内容的索引以用于在稍后的时间访问媒体内容。

26. 发明授权

US09967218B2 Online active learning in user-generated content streams 有权
公开(公告)号：US09967218B2
公开(公告)日：2018-05-08
申请号：US13282285
申请日：2011-10-26
申请人： Wei Chu , Martin Zinkevich , Lihong Li , Achint Oommen Thomas , Belle Tseng
发明人： Wei Chu , Martin Zinkevich , Lihong Li , Achint Oommen Thomas , Belle Tseng
IPC分类号： G06F15/16 , G06N5/02 , G06F11/00 , H04L12/58 , G06N7/00 , G06Q50/20
CPC分类号： H04L51/12 , G06F11/00 , G06F15/16 , G06N5/02 , G06N7/005 , G06Q50/20
摘要： Software for online active learning receives content posted to an online stream at a website. The software converts the content into an elemental representation and inputs the elemental representation into a probit model to obtain a predictive probability that the content is abusive. The software also calculates an importance weight based on the elemental representation. And the software updates the probit model using the content, the importance weight, and an acquired label if a condition is met. The condition depends on an instrumental distribution. The software removes the content from the online stream if a condition is met. The condition depends on the predictive probability, if an acquired label is unavailable.

27. 发明申请

US20120084155A1 PRESENTATION OF CONTENT BASED ON UTILITY 审中-公开
标题翻译：基于实用程序的内容呈现
公开(公告)号：US20120084155A1
公开(公告)日：2012-04-05
申请号：US12895868
申请日：2010-10-01
申请人： Scott Roy , Belle Tseng , Pradheep Elango , Bee-Chung Chen , Jayavel Shanmugasundaram , Raghu Ramakrishnan , Andrei Broder , Deepak Agarwal , Todd Beaupre , Nitin Motgi , John Tomlin
发明人： Scott Roy , Belle Tseng , Pradheep Elango , Bee-Chung Chen , Jayavel Shanmugasundaram , Raghu Ramakrishnan , Andrei Broder , Deepak Agarwal , Todd Beaupre , Nitin Motgi , John Tomlin
IPC分类号： G06Q30/00 , G06N5/02
CPC分类号： G06F3/04817 , G06F3/0482 , G06F17/212 , G06Q30/0273
摘要： Methods and systems for presenting content such as articles based on utility are provided. In one embodiment, a plurality of articles are determined, each article in the plurality of articles including article content and a corresponding preview icon, the preview icon defining a link to the corresponding article content when presented. For each article in the plurality of articles, a user experience utility value is determined. And for each article in the plurality of articles, an economic utility value is also determined. A ranked order of the articles is determined based upon each article's user experience utility value and economic utility value. And a portion of the preview icons of the articles are presented on a graphical display page in a priority orientation based on the ranked order of the articles.
摘要翻译：提供了基于实用程序呈现内容的方法和系统，例如文章。在一个实施例中，确定多个物品，所述多个物品中的每个物品包括物品内容和相应的预览图标，所述预览图标在呈现时定义到相应的物品内容的链接。对于多个文章中的每篇文章，确定用户体验效用值。对于多篇文章中的每篇文章，也确定了经济效用价值。根据每篇文章的用户体验效用值和经济效用值确定文章的排序顺序。并且文章的预览图标的一部分基于文章的排序顺序以优先方向呈现在图形显示页面上。

28. 发明申请

US20070118498A1 METHODS AND SYSTEMS FOR UTILIZING CONTENT, DYNAMIC PATTERNS, AND/OR RELATIONAL INFORMATION FOR DATA ANALYSIS 有权
标题翻译：利用内容，动态模式和/或数据分析的关系信息的方法和系统
公开(公告)号：US20070118498A1
公开(公告)日：2007-05-24
申请号：US11562810
申请日：2006-11-22
申请人： Xiaodan Song , Belle Tseng
发明人： Xiaodan Song , Belle Tseng
IPC分类号： G06F17/30
CPC分类号： G06F17/30702 , G06F17/30716 , G06Q30/0633
摘要： The present invention is directed generally to providing systems and methods for data analysis. More specifically, embodiments may provide system(s) and method(s) including dynamic user modeling techniques to capture the relational and dynamic patterns of information content and/or users' or entities' interests. Various embodiments may include system(s) and method(s) that are based on, for example, the past history of content semantics, temporal changes, and/or user community relationship. Various embodiments may include modeling and/or analysis of the dynamic nature of an item of interest's value to a user(s)/entity(ies) over time. The dynamic factors may be consider in any manner, such as, individually or combined, sequentially or simultaneously, etc. Further, some embodiments may include, for example, system(s) and method(s) relating to analyzing data to capture user/entity interests and/or characteristics, consider content semantics and evolutionary information, and/or using community relationships of users/entities to thereby analyze information and provide dynamic conclusion(s) (e.g., recommendation(s)).
摘要翻译：本发明一般涉及提供用于数据分析的系统和方法。更具体地，实施例可以提供包括动态用户建模技术的系统和方法，以捕获信息内容和/或用户或实体兴趣的关系和动态模式。各种实施例可以包括基于例如内容语义，时间变化和/或用户社区关系的过去历史的系统和方法。各种实施方案可以包括随着时间的推移，对用户/实体的兴趣物品的价值的动态性质的建模和/或分析。动态因素可以以任何方式，例如，单独地或组合地顺序地或同时地等来考虑。此外，一些实施例可以包括例如与分析数据相关的系统和方法，以捕获用户/ 实体利益和/或特征，考虑内容语义和进化信息，和/或使用用户/实体的社区关系，从而分析信息并提供动态结论（例如推荐）。

29. 发明申请

US20070100875A1 SYSTEMS AND METHODS FOR TREND EXTRACTION AND ANALYSIS OF DYNAMIC DATA 审中-公开
标题翻译：用于趋势提取和动态数据分析的系统和方法
公开(公告)号：US20070100875A1
公开(公告)日：2007-05-03
申请号：US11556091
申请日：2006-11-02
申请人： Yun Chi , Belle Tseng , Junichi Tatemura
发明人： Yun Chi , Belle Tseng , Junichi Tatemura
IPC分类号： G06F7/00
CPC分类号： G06Q30/02
摘要： The invention is directed generally to providing methods and systems for trend extraction and analysis. Embodiments include methods and systems for trend extraction and analysis of information extracted from dynamically changing data included in computer systems and/or networks. Various exemplary embodiments are provided that may generate characteristic indicators for trend(s) and/or distribution(s) for one or more data sources by use of, for example, temporal indicators derived through analysis of the difference in contribution separate portions of the data to the whole data set being considered, contribution of individual sources, and/or the interaction of the separate portions of the data with one another. Some exemplary approaches may include the use of singular value decomposition (SVD) and higher-order singular value decomposition (HOSVD) data extraction and analysis techniques. One use of these techniques is in the analysis of the dynamic data contained in Weblogs and the blogosphere.
摘要翻译：本发明一般涉及提供用于趋势提取和分析的方法和系统。实施例包括用于趋势提取和分析从包括在计算机系统和/或网络中的动态变化的数据提取的信息的方法和系统。提供了各种示例性实施例，其可以通过使用例如通过分析贡献分离而导出的用于一个或多个数据源的趋势和/或分布的特征指标，分离部分的数据被考虑的整个数据集，各个来源的贡献，和/或数据的分开的部分的相互作用。一些示例性方法可以包括使用奇异值分解（SVD）和高阶奇异值分解（HOSVD）数据提取和分析技术。这些技术的一个用途是分析博客和博客圈子中包含的动态数据。

30. 发明申请

US20060112146A1 Systems and methods for data analysis and/or knowledge management 审中-公开
标题翻译：用于数据分析和/或知识管理的系统和方法
公开(公告)号：US20060112146A1
公开(公告)日：2006-05-25
申请号：US11094235
申请日：2005-03-31
申请人： Xiaodan Song , Belle Tseng
发明人： Xiaodan Song , Belle Tseng
IPC分类号： G06F17/30
CPC分类号： G06Q10/10
摘要： The present invention is directed to systems and methods for data and/or information analysis. The systems and methods may be directed to knowledge management and/or user modeling. In various embodiments, the systems and methods may utilize relational representations and/or evolutionary representations of information. For example, expertise information and/or evolutional information related to expertise information may be analyzed and representations presented indicating relationships and temporal evolution.
摘要翻译：本发明涉及用于数据和/或信息分析的系统和方法。系统和方法可以针对知识管理和/或用户建模。在各种实施例中，系统和方法可以利用信息的关系表示和/或进化表示。例如，可以分析与专业知识信息相关的专业知识信息和/或演进信息，并且呈现指示关系和时间演变的表示。

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