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1. 发明授权

US09111218B1 Method and system for remediating topic drift in near-real-time classification of customer feedback 有权
标题翻译：用于补救客户反馈近实时分类中主题漂移的方法和系统
公开(公告)号：US09111218B1
公开(公告)日：2015-08-18
申请号：US13530667
申请日：2012-06-22
申请人： Glenn M. Lewis , Kirill Buryak , Aner Ben-Artzi , Jun Peng , Nadav Benbarak
发明人： Glenn M. Lewis , Kirill Buryak , Aner Ben-Artzi , Jun Peng , Nadav Benbarak
IPC分类号： G06F15/18 , G06F7/00 , G06F17/30 , G06N5/04
CPC分类号： G06N5/04 , G06F17/30705 , G06Q30/01
摘要： A method and system of classifying documents is provided. The method includes receiving a stream of documents from at least one user wherein each document includes a topic of information relating to a customer support issue or sentiment. The method includes classifying each of the received documents using a plurality of trained classifiers, the classification based on a voting by the trained classifiers, each document labeled according to a similar topic. A drift of the topic of one or more of the classifications is determined wherein the drift is related to the received documents that include information relating to an unclassified customer support issue or sentiment. If the determined drift exceeds a predetermined threshold range, rebuilding the plurality of classifiers to include a second set of classifiers trained to recognize the unclassified customer support issue or sentiment.
摘要翻译：提供了一种分类文件的方法和系统。该方法包括从至少一个用户接收文档流，其中每个文档包括与客户支持问题或情绪相关的信息的主题。该方法包括使用多个经过训练的分类器对接收到的文档进行分类，基于训练分类器的投票的分类，每个文献根据相似的主题标记。确定一个或多个分类的主题的漂移，其中漂移与包括与未分类的客户支持问题或情绪相关的信息的接收到的文档相关。如果所确定的漂移超过预定的阈值范围，则重建多个分类器以包括被训练以识别未分类的客户支持问题或情绪的第二组分类器。

2. 发明授权

US09110984B1 Methods and systems for constructing a taxonomy based on hierarchical clustering 有权
标题翻译：基于层次聚类构建分类法的方法和系统
公开(公告)号：US09110984B1
公开(公告)日：2015-08-18
申请号：US13531147
申请日：2012-06-22
申请人： Glenn M. Lewis , Kirill Buryak , Nadav Benbarak , Aner Ben-Artzi , Jun Peng
发明人： Glenn M. Lewis , Kirill Buryak , Nadav Benbarak , Aner Ben-Artzi , Jun Peng
IPC分类号： G06F17/30
CPC分类号： G06F17/3071 , G06F17/30598 , G06F17/30731
摘要： Methods and systems for constructing a taxonomy based on hierarchical clustering are provided. The taxonomy is generated by first constructing a hierarchy of clusters using a clustering algorithm. A first level of the hierarchy of clusters is generated by providing a plurality of content files to a clustering algorithm. Subsequent levels of the hierarchy are generated by providing the clusters of the preceding levels to the clustering algorithm. Labels that characterize each cluster within the hierarchy are assigned to corresponding clusters. Labels and clusters are combined to form the taxonomy.
摘要翻译：提供了基于分层聚类构建分类法的方法和系统。通过使用聚类算法首先构建聚类的层次来生成分类法。通过向聚类算法提供多个内容文件来生成集群层级的第一级。通过向聚类算法提供前述层次的聚类来生成层次结构的后续层级。表征层次结构中每个集群的标签被分配给相应的集群。标签和集群组合形成分类。

3. 发明申请

US20150180815A1 SYSTEM FOR PUSH SERVICE NOTIFICATION BASED ON USER HISTORY 有权
标题翻译：基于用户历史的推送服务通知系统
公开(公告)号：US20150180815A1
公开(公告)日：2015-06-25
申请号：US14135481
申请日：2013-12-19
申请人： Ke Guo ZHOU , Yu Jun PENG
发明人： Ke Guo ZHOU , Yu Jun PENG
IPC分类号： H04L12/58 , H04L29/08
CPC分类号： H04L51/24 , H04L51/14 , H04L67/26 , H04L67/325
摘要： Disclosed herein is a framework for pushing service notifications to users via selected channels that are chosen based on user history. In accordance with one aspect, the framework determines if a notification is to be sent to a particular user. The framework may further determine if the notification requires an action. If the notification requires no action, the framework may choose, from multiple channels, a channel with lowest receive time duration. The framework may then send the notification via the chosen channel.
摘要翻译：本文公开了一种用于通过基于用户历史选择的所选择的频道向用户推送服务通知的框架。根据一个方面，该框架确定是否要向特定用户发送通知。框架可以进一步确定通知是否需要动作。如果通知不需要动作，则框架可以从多个频道选择具有最低接收持续时间的频道。然后，框架可以经由所选择的信道发送通知。

4. 发明申请

US20150178377A1 SYSTEM FOR SELF-DISTINGUISHABLE IDENTIFIER AND GENERATION 有权
标题翻译：自动识别和生成系统
公开(公告)号：US20150178377A1
公开(公告)日：2015-06-25
申请号：US14135551
申请日：2013-12-19
申请人： Yu Jun PENG , Li CHENG
发明人： Yu Jun PENG , Li CHENG
IPC分类号： G06F17/30 , G06F17/27
CPC分类号： G06F17/30613 , G06F17/2735
摘要： Disclosed herein is a framework for generating and providing self-distinguishable identifiers as to users. In accordance with one aspect, an entry is retrieved from an object, wherein the entry includes one or more fields. The one or more fields may be concatenated to create a concatenated string. The framework may then determine if the concatenated string is unique from other concatenated strings in a listing of the object. If the concatenated string is determined to be not unique, a unique sequence identifier may be added to the concatenated string.
摘要翻译：这里公开了用于生成和提供关于用户的自我辨别标识符的框架。根据一个方面，从对象检索条目，其中条目包括一个或多个字段。一个或多个字段可以被级联以创建连接的字符串。然后，框架可以确定连接的字符串是否是对象列表中的其他连接字符串唯一的。如果连接的字符串被确定为不唯一，则可以向连接的字符串中添加唯一的序列标识符。

5. 发明授权

US09002848B1 Automatic incremental labeling of document clusters 有权
标题翻译：文档集群的自动增量标签
公开(公告)号：US09002848B1
公开(公告)日：2015-04-07
申请号：US13530764
申请日：2012-06-22
申请人： Jun Peng , Aner Ben-Artzi , Kirill Buryak , Glenn M. Lewis
发明人： Jun Peng , Aner Ben-Artzi , Kirill Buryak , Glenn M. Lewis
IPC分类号： G06F17/30
CPC分类号： G06F17/30705 , G06F17/3071
摘要： Methods and systems for use in labeling documents within a cluster are provided. One example method includes assembling a set of documents including a first plurality of previously clustered documents and a second plurality of documents. Each of the first plurality of previously clustered documents has at least one label identifying a topic to which content of the document relates. The method includes partitioning documents from the set of documents into multiple clusters, determining if a dominant topic exists within one of the multiple clusters, determining a metric value for one of the multiple clusters based on the number of documents within the one of the multiple clusters having a label identifying the determined dominant topic, and labeling at least documents from the second plurality of documents within the one of the multiple clusters with the label identifying the dominant topic when the metric value exceeds a predetermined threshold.
摘要翻译：提供了用于在集群内标记文档的方法和系统。一个示例性方法包括组合一组文档，其包括第一多个先前聚集的文档和第二多个文档。第一组多个先前聚集的文档中的每一个具有至少一个标签，其标识文档的内容涉及的主题。该方法包括将文档集合分成多个集群，确定在多个集群中的一个集群内是否存在显性主题，基于多个集群之一内的文档数量来确定多个集群之一的度量值具有标识所确定的主导主题的标签，以及当所述度量值超过预定阈值时，标识所述主题的标签，至少在所述多个群集中的所述第二多个文档中至少标记文档。

6. 发明申请

US20150089355A1 GRAPHICAL TILE-BASED LAYOUT 有权
标题翻译：基于图形的布局布局
公开(公告)号：US20150089355A1
公开(公告)日：2015-03-26
申请号：US14042746
申请日：2013-10-01
申请人： Yu Jun PENG , Chang Jun HOU
发明人： Yu Jun PENG , Chang Jun HOU
IPC分类号： G06F17/21
CPC分类号： G06F17/212 , G06F3/048
摘要： Described herein is a technology to facilitate designing or arranging a layout of a page. In one implementation, a tile-based page having one or more tiles forming a page layout is provided. The tile-based page includes a focus tile. In response to a user event to indicate a tile change in the page layout, a tile adjacent in the layout is determined. The tile adjacent is the minimum area to be shifted to effect the tile change. The tile is absorbed into an empty area and the changed layout is analyzed to determine if the tile-based page is a convex page.
摘要翻译：这里描述了一种便于设计或布置页面布局的技术。在一个实现中，提供了具有形成页面布局的一个或多个瓦片的基于瓦片的页面。基于瓦片的页面包括焦点图块。响应于用于指示页面布局中的瓦片改变的用户事件，确定布局中相邻的瓦片。相邻的瓦片是要移动以实现瓦片改变的最小区域。瓦片被吸收到空白区域，并且分析改变的布局以确定基于瓦片的页面是否是凸页面。

7. 发明授权

US08620918B1 Contextual text interpretation 有权
标题翻译：语境文本解读
公开(公告)号：US08620918B1
公开(公告)日：2013-12-31
申请号：US13364177
申请日：2012-02-01
申请人： Aner Ben-Artzi , Kirill Buryak , Glenn M. Lewis , Jun Peng , Nadav Benbarak
发明人： Aner Ben-Artzi , Kirill Buryak , Glenn M. Lewis , Jun Peng , Nadav Benbarak
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30707
摘要： Among other disclosed subject matter, a computer-implemented method includes receiving a plurality of electronic documents associated with a domain at a server. Each of the plurality of electronic documents includes meta-data and textual content. The method includes identifying one or more text strings in the textual content that are to be processed differently than an identical or similar text string in other electronic documents, and associating, with the electronic document, data indicating that each of the identified text strings is to be processed differently than an identical or similar text string in other electronic documents. The method also includes performing an analysis of the electronic documents to identify one or more subsets of the electronic documents that include related subject matter. A plurality of degrees of relatedness can be associated with text strings associated with data indicating that each of the text strings is to be processed differently.
摘要翻译：在其他公开的主题中，计算机实现的方法包括在服务器处接收与域相关联的多个电子文档。多个电子文档中的每一个包括元数据和文本内容。所述方法包括识别所述文本内容中的待处理的文本字符串与其他电子文档中的相同或相似的文本字符串不同的一个或多个文本串，并且与所述电子文档相关联地指示每个所标识的文本串是与其他电子文档中的相同或相似的文本字符串的处理方式不同。该方法还包括执行电子文档的分析以识别包括相关主题的电子文档的一个或多个子集。多个相关程度可以与与指示每个文本串被不同地处理的数据相关联的文本串相关联。

8. 发明申请

US20130152026A1 SPATIAL MAP OF MASK-PATTERN DEFECTS 有权
标题翻译：掩模图缺陷的空间图
公开(公告)号：US20130152026A1
公开(公告)日：2013-06-13
申请号：US13313957
申请日：2011-12-07
申请人： Jun PENG , Guoqiang Bai , Xin Zhou
发明人： Jun PENG , Guoqiang Bai , Xin Zhou
IPC分类号： G06F17/50
CPC分类号： G03F1/36 , G03F1/70
摘要： A technique for providing information about defects in a mask pattern is described. In this technique, defects in the mask pattern may be determined based on differences between a calculated pattern produced at an image plane in the photolithographic process, when the mask pattern, illuminated by an associated source pattern, is at an object plane in the photolithographic process, and a target pattern that excludes the defects. Then the defect information may be provided to the user, such as a spatial map of the determined defects, where the spatial map is associated with at least the portion of the mask pattern.
摘要翻译：描述了一种用于提供关于掩模图案中的缺陷的信息的技术。在这种技术中，掩模图案中的缺陷可以基于当在光刻工艺中由相关源图案照亮的掩模图案处于物平面时在光刻工艺中在像平面处产生的计算图案之间的差异来确定，以及排除缺陷的目标模式。然后可以向用户提供缺陷信息，例如确定的缺陷的空间图，其中空间图与至少掩模图案的该部分相关联。

9. 发明申请

US20130049257A1 METHOD OF MANUFACTURING SOLE ASSEMBLY FOR ARTICLE OF FOOTWEAR 有权
标题翻译：制作鞋类单件组装的方法
公开(公告)号：US20130049257A1
公开(公告)日：2013-02-28
申请号：US13590447
申请日：2012-08-21
申请人： Estelle A. Maranan , Michael Hochdoerffer , Jason C. Mayden , Jun Peng
发明人： Estelle A. Maranan , Michael Hochdoerffer , Jason C. Mayden , Jun Peng
IPC分类号： B29C45/14
CPC分类号： B29D35/122 , A43B13/125 , A43B13/16 , B29D35/128
摘要： A method of forming a midsole includes the steps of placing a first mold member and a second mold member in contact with one another, injecting a first material into the first mold member to form first and second portions of a midsole preform, positioning the first and second portions in a third mold member of a second mold assembly; placing a second material in the third mold member; placing the third mold member and a fourth mold member in contact with one another, subjecting the second material and the first and second portions to heat to form a midsole preform, placing the midsole preform in a fifth mold member, placing the fifth mold member and a sixth mold member in contact with one another; and subjecting the midsole preform to heat and pressure to form a midsole.
摘要翻译：一种形成中底的方法包括以下步骤：将第一模具构件和第二模具构件彼此接触，将第一材料注入到第一模具构件中以形成中底预制件的第一和第二部分，将第一和第第二模具组件的第三模具构件中的第二部分; 将第二材料放置在所述第三模具构件中; 将第三模具构件和第四模具构件彼此接触，对第二材料和第一和第二部分进行加热以形成中底预制件，将中底预制件放置在第五模具构件中，将第五模具构件和第六模具构件彼此接触; 并对中底预制件进行加热和压力以形成中底。

10. 发明授权

US08134031B2 Extraction process for aldehyde product separation and catalyst recovery 失效
标题翻译：醛产物分离和催化剂回收的提取过程
公开(公告)号：US08134031B2
公开(公告)日：2012-03-13
申请号：US12664220
申请日：2008-05-30
申请人： Wei-Jun Peng
发明人： Wei-Jun Peng
IPC分类号： C07C45/78 , C07C45/50
CPC分类号： C11C3/00 , C07C67/347 , C07C67/58 , C07C69/716
摘要： An extraction process for a non-aqueous hydroformylation product composition to separate an aldehyde product and to recover a hydroformylation catalyst. The process involves mixing a non-aqueous hydroformylation product composition containing a mixture of formyl-substituted fatty acid triglyceride esters derived from hydroformylating a seed oil, a transition metal-organophosphine ligand wherein the organophosphine is ionically-charged, optionally free ionically-charged organophosphine ligand, and a polar organic solubilizing agent with water and an extraction solvent having low water solubility to recover an organic phase containing the mixture of formyl-substituted fatty acid triglycerides and the low solubility extraction solvent and an aqueous phase containing the transition metal-organophosphine ligand, optional free ligand, the organic solubilizing agent, and water. Optionally, the low solubility extraction solvent can be prepared in situ in the hydroformylation step.
摘要翻译：用于非水羰基化产物组合物分离醛产物并回收加氢甲酰化催化剂的提取方法。该方法包括混合含有衍生自加氢甲酰化种子油的甲酰取代的脂肪酸甘油三酸酯混合物的非水性加氢甲酰化产物组合物，其中有机膦被离子带电的过渡金属 - 有机膦配体，任选的游离离子电荷的有机膦配体和具有低水溶性的水和萃取溶剂的极性有机增溶剂，以回收含有甲酰取代的脂肪酸甘油三酸酯和低溶解度提取溶剂的混合物的有机相和含有过渡金属 - 有机膦配体的水相，任选的游离配体，有机增溶剂和水。任选地，低溶解度提取溶剂可以在加氢甲酰化步骤中原位制备。

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