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61. 发明申请

US20070239553A1 Collaborative filtering using cluster-based smoothing 审中-公开
标题翻译：使用基于群集的平滑的协同过滤
公开(公告)号：US20070239553A1
公开(公告)日：2007-10-11
申请号：US11377130
申请日：2006-03-16
申请人： Chenxi Lin , Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen , Benyu Zhang , Jian Wang
发明人： Chenxi Lin , Gui-Rong Xue , Hua-Jun Zeng , Zheng Chen , Benyu Zhang , Jian Wang
IPC分类号： G06Q30/00
CPC分类号： G06Q30/0623 , G06F16/9535 , G06Q30/0242 , G06Q30/0274
摘要： In an embodiment, a method of predicting an active user's rating for an item is disclosed. A database of users may be sorted into clusters. The data associated with the users in each cluster may be smoothed to filling in ratings for items that the users have not personally rated. An active user may then be compared to a set of users, where the set may be all or some portion of the database, to determine the K users that are most similar to the active user. The ratings of the K users regarding the item may be used to predict the active user's rating for the item. In an embodiment, the rating of each of the K users is assigned a confidence value associated with whether the user personally rated the item or if the rating was generated by the data smoothing process.
摘要翻译：在一个实施例中，公开了一种用于预测项目的活跃用户评级的方法。可以将用户的数据库分类为群集。可以平滑与每个群集中的用户相关联的数据，以填充用户未被评估的项目的评级。然后可以将活动用户与一组用户进行比较，其中该集合可以是数据库的全部或部分，以确定与活动用户最相似的K个用户。关于该项目的K个用户的评级可以用于预测该项目的活动用户的评级。在一个实施例中，每个K个用户的评级被分配与用户个人评价该项目相关联的置信度值，或者如果该评级是由数据平滑处理产生的。

62. 发明申请

US20050060138A1 Language conversion and display 审中-公开
标题翻译：语言转换和显示
公开(公告)号：US20050060138A1
公开(公告)日：2005-03-17
申请号：US10898407
申请日：2004-07-23
申请人： Jian Wang , Gao Zhang , Jian Han , Zheng Chen , Xianoning Ling , Kai-Fu Lee
发明人： Jian Wang , Gao Zhang , Jian Han , Zheng Chen , Xianoning Ling , Kai-Fu Lee
IPC分类号： G06F17/22 , G06F3/00 , G06F3/01 , G06F3/048 , G06F17/21 , G06F17/27 , G06F17/28 , G10L15/18 , G06F17/20
CPC分类号： G06F17/27 , G06F3/018 , G06F17/273 , G06F17/2775 , G06F17/2863 , G10L15/187
摘要： A language input architecture receives input text (e.g., phonetic text of a character-based language) entered by a user from an input device (e.g., keyboard, voice recognition). The input text is converted to an output text (e.g., written language text of a character-based language). The language input architecture has a user interface that displays the output text and unconverted input text in line with one another. As the input text is converted, it is replaced in the UI with the converted output text. In addition to this in-line input feature, the UI enables in-place editing or error correction without requiring the user to switch modes from an entry mode to an edit mode. To assist with this in-place editing, the UI presents pop-up windows containing the phonetic text from which the output text was converted as well as first and second candidate lists that contain small and large sets of alternative candidates that might be used to replace the current output text. The language input user interface also allows a user to enter a mixed text of different languages.
摘要翻译：语言输入架构从输入设备（例如，键盘，语音识别）接收用户输入的输入文本（例如，基于字符的语言的语音文本）。输入文本被转换为输出文本（例如，基于字符的语言的书面语言文本）。语言输入架构具有用于显示输出文本和未转换的输入文本的用户界面。当输入文本被转换时，它将在UI中被替换为转换的输出文本。除了这种在线输入功能之外，UI还可以进行就地编辑或纠错，而无需用户将模式从入门模式切换到编辑模式。为了协助进行就地编辑，用户界面将显示弹出窗口，其中包含输出文本被转换的语音文本以及第一个和第二个候选列表，其中包含可用于替换的小组和大组替代候选项当前的输出文本。语言输入用户界面还允许用户输入不同语言的混合文本。

63. 发明授权

US08359276B2 Identifying influential persons in a social network 有权
标题翻译：识别社会网络中有影响力的人物
公开(公告)号：US08359276B2
公开(公告)日：2013-01-22
申请号：US11533742
申请日：2006-09-20
申请人： Dong Zhuang , Benyu Zhang , Heng Zhang , Jeremy Tantrum , Teresa Mah , Hua-Jun Zeng , Zheng Chen , Jian Wang
发明人： Dong Zhuang , Benyu Zhang , Heng Zhang , Jeremy Tantrum , Teresa Mah , Hua-Jun Zeng , Zheng Chen , Jian Wang
IPC分类号： G06Q99/00
CPC分类号： G06Q30/02 , G06Q10/10
摘要： An influential persons identification system and method for identifying a set of influential persons (or influencers) in a social network (such as an online social network). The influential persons set is generated such that by sending a message to the set the message will be propagated through the network at the greatest speed and coverage. A ranking of users is generated, and a pruning process is performed starting with the top-ranked user and working down the list. For each user on the list, the user is identified as an influencer and then the user and each of his friends are deleted from the social network users list. Next, the same process is performed for the second-ranked user, the third-ranked user, and so forth. The process terminates when the list of users of the social network is exhausted or the desired number of influencers on the influential person set is reached.
摘要翻译：在社交网络（如在线社交网络）中识别一组有影响力的人（或影响者）的有影响力的人员识别系统和方法。产生有影响力的人员，通过发送消息给消息集，消息将以最大的速度和覆盖率通过网络传播。生成用户排名，并从顶级用户开始执行修剪过程，并在列表中执行操作。对于列表中的每个用户，用户被识别为影响者，然后从社交网络用户列表中删除用户和他的每个朋友。接下来，对于第二等级的用户，第三等级的用户等执行相同的处理。当社交网络的用户列表用完或者达到期望数量的有影响力的人集合的影响者时，该过程终止。

64. 发明申请

US20110213763A1 WEB CONTENT MINING OF PAIR-BASED DATA 审中-公开
标题翻译：基于对象数据的WEB内容采集
公开(公告)号：US20110213763A1
公开(公告)日：2011-09-01
申请号：US13101061
申请日：2011-05-04
申请人： Weizhu Chen , Long Jiang , Ming Zhou , Benyu Zhang , Zheng Chen , Jian Wang
发明人： Weizhu Chen , Long Jiang , Ming Zhou , Benyu Zhang , Zheng Chen , Jian Wang
IPC分类号： G06F17/30
CPC分类号： G06F16/951
摘要： Described herein is technology for, among other things, mining pair-based data on the web. The technology involves an online pair-based data mining system as well as an offline SVM training system. By subjecting a pair-based input data to the systems, one may grow a pool of pair-based data which share characteristics of the pair-based input data in more efficient manner.
摘要翻译：这里描述的是用于在网络上挖掘基于对的数据的技术。该技术涉及一个在线的基于对的数据挖掘系统以及离线SVM培训系统。通过对基于对的输入数据进行系统的处理，可以以更有效的方式增加基于成对的输入数据的特征的基于对的数据池。

65. 发明授权

US07962507B2 Web content mining of pair-based data 有权
标题翻译：基于对数据的Web内容挖掘
公开(公告)号：US07962507B2
公开(公告)日：2011-06-14
申请号：US11941968
申请日：2007-11-19
申请人： Weizhu Chen , Long Jiang , Ming Zhou , Benyu Zhang , Zheng Chen , Jian Wang
发明人： Weizhu Chen , Long Jiang , Ming Zhou , Benyu Zhang , Zheng Chen , Jian Wang
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30864
摘要： Described herein is technology for, among other things, mining pair-based data on the web. The technology involves an online pair-based data mining system as well as an offline SVM training system. By subjecting a pair-based input data to the systems, one may grow a pool of pair-based data which share characteristics of the pair-based input data in more efficient manner.
摘要翻译：这里描述的是用于在网络上挖掘基于对的数据的技术。该技术涉及一个在线的基于对的数据挖掘系统以及离线SVM培训系统。通过对基于对的输入数据进行系统的处理，可以以更有效的方式增加基于成对的输入数据的特征的基于对的数据池。

66. 发明授权

US07873904B2 Internet visualization system and related user interfaces 有权
标题翻译：互联网可视化系统及相关用户界面
公开(公告)号：US07873904B2
公开(公告)日：2011-01-18
申请号：US11972073
申请日：2008-01-10
申请人： Min Wang , Weizhu Chen , Benyu Zhang , Zheng Chen , Jian Wang
发明人： Min Wang , Weizhu Chen , Benyu Zhang , Zheng Chen , Jian Wang
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F2216/03
摘要： Systems and methods are described for an Internet visualization system and related user interfaces. In one implementation, the system analyzes Internet search logs to determine most popular search queries across the world at a current time. A user interface displays a keyword of each of the most popular queries in a single visual display that relates each query to a geographical location of greatest popularity. The system can also filter queries according to demographics. In one implementation the user interface provides a 3-dimensional Internet visualization that adopts an ocean or seascape theme. The ocean floor displays a map of the world, and query bubbles rise from geographical locations on the map. The size and duration of each query bubble denotes the relative popularity of a given query.
摘要翻译：为互联网可视化系统和相关的用户界面描述了系统和方法。在一个实现中，系统分析互联网搜索日志以确定当前世界上最流行的搜索查询。用户界面在单个视觉显示中显示每个最流行的查询的关键字，其将每个查询与最受欢迎的地理位置相关联。该系统还可以根据人口特征来过滤查询。在一个实现中，用户界面提供采用海洋或海景主题的三维互联网可视化。海底显示世界地图，查询气泡从地图上的地理位置上升。每个查询气泡的大小和持续时间表示给定查询的相对受欢迎程度。

67. 发明授权

US07818330B2 Block tracking mechanism for web personalization 有权
标题翻译：网站个性化的块跟踪机制
公开(公告)号：US07818330B2
公开(公告)日：2010-10-19
申请号：US11801404
申请日：2007-05-09
申请人： Min Wu , Chenxi Lin , Benyu Zhang , Huajun Zeng , Zheng Chen , Jian Wang
发明人： Min Wu , Chenxi Lin , Benyu Zhang , Huajun Zeng , Zheng Chen , Jian Wang
IPC分类号： G06F7/00
CPC分类号： G06F17/30861
摘要： Described is a technology by which blocks of web pages may be selected, such as for building a user-personalized web page containing selected blocks. A selection mechanism, such as a browser toolbar add-on, provides a user interface for selecting blocks, and records information about selected blocks. A block tracking mechanism (e.g., a daemon program) uses the information to locate selected blocks of the web pages, including when the web page containing the block is updated with respect to content and/or layout. The block tracking mechanism may update a local gadget that when invoked, such as by browsing to a particular web page, which shows updated versions of the block on a personalized web page. Blocks may be efficiently located by processing trees representing web pages into reduced trees, and then by performing a minimum distance mapping algorithm on the reduced trees.
摘要翻译：描述了可以选择网页块的技术，诸如用于构建包含所选块的用户个性化网页。诸如浏览器工具栏附件的选择机制提供用于选择块的用户界面，并且记录关于所选块的信息。块跟踪机制（例如，守护程序）使用该信息来定位网页的所选块，包括当包含块的网页相对于内容和/或布局被更新时。块跟踪机制可以更新当调用时的本地小工具，诸如通过浏览到特定网页，其显示个性化网页上块的更新版本。可以通过将表示网页的树处理成缩小的树，然后通过在缩小的树上执行最小距离映射算法来有效地定位块。

68. 发明授权

US07644075B2 Keyword usage score based on frequency impulse and frequency weight 失效
标题翻译：基于频率冲击和频率权重的关键词使用得分
公开(公告)号：US07644075B2
公开(公告)日：2010-01-05
申请号：US11756740
申请日：2007-06-01
申请人： Hua-Jun Zeng , Hua Li , Jian Hu , Han Peng , Zheng Chen , Jian Wang
发明人： Hua-Jun Zeng , Hua Li , Jian Hu , Han Peng , Zheng Chen , Jian Wang
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , Y10S707/99935
摘要： A method and system for assessing keyword usage based on frequency of usage of the keywords during various periods is provided. A keyword usage measurement system is provided with the frequency of keywords during various periods. The measurement system then calculates a recent usage score for a keyword by combining a frequency impulse score for the keyword with a frequency weight for the keyword. The frequency impulse score for a keyword indicates whether a recent change in the frequency of the keyword has occurred. The frequency weight for a keyword indicates a recent measure of the frequency of the keyword.
摘要翻译：提供了一种基于各种期间关键词使用频率来评估关键字使用的方法和系统。关键字使用测量系统在不同时期提供关键字的频率。然后，测量系统通过将关键字的频率脉冲得分与该关键字的频率权重组合来计算关键字的最近使用分数。关键字的频率脉冲得分指示是否发生了关键字的频率的最近的改变。关键字的频率权重表示最近对关键字频率的度量。

69. 发明授权

US07594013B2 Creating home pages based on user-selected information of web pages 有权
标题翻译：根据用户选择的网页信息创建主页
公开(公告)号：US07594013B2
公开(公告)日：2009-09-22
申请号：US11136029
申请日：2005-05-24
申请人： Jian Wang , Hua-Jun Zeng , Chenxi Lin , Zheng Chen , Benyu Zhang , Bing Sun
发明人： Jian Wang , Hua-Jun Zeng , Chenxi Lin , Zheng Chen , Benyu Zhang , Bing Sun
IPC分类号： G06F15/173
CPC分类号： G06F17/3089
摘要： A method of creating a personal home page containing information of interest assembled from various web sites. The method includes the partitioning of web pages into web blocks. Users may collect various web blocks from different web pages and utilize those web blocks to define the dynamic personal homepage. In addition, the web blocks may be tracked to update content in the personal home page based on corresponding changes in the original web page.
摘要翻译：一种创建个人主页的方法，该个人主页包含从各种网站组装的感兴趣的信息。该方法包括将网页划分成网页块。用户可以从不同的网页收集各种网页块，并利用这些网页块定义动态个人主页。此外，可以基于原始网页中的相应变化来跟踪网页块以更新个人主页中的内容。

70. 发明申请

US20090193047A1 CONTRUCTING WEB QUERY HIERARCHIES FROM CLICK-THROUGH DATA 有权
标题翻译：从点击数据中进行网页查询分层
公开(公告)号：US20090193047A1
公开(公告)日：2009-07-30
申请号：US12020574
申请日：2008-01-28
申请人： Weizhu Chen , Benyu Zhang , Zheng Chen , Jian Wang , Dou Shen
发明人： Weizhu Chen , Benyu Zhang , Zheng Chen , Jian Wang , Dou Shen
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： The claimed subject matter is directed to constructing query hierarchies in response to a query request. To construct a query hierarchy, a list of related candidate queries is generated in response to the received query request. The list of related candidate queries is generated by determining the relative coverage of information shared by the candidate queries and the query request. Relationships between the submitted query request and the candidate queries in the list are determined based upon the extent of relative coverage of information shared by the candidate queries and the query request. A query hierarchy is then constructed to reflect the determined relationships between the query request and the candidate queries.
摘要翻译：所要求保护的主题涉及响应于查询请求构建查询层次结构。为了构建查询层次结构，响应于接收的查询请求生成相关候选查询的列表。通过确定候选查询和查询请求共享的信息的相对覆盖率来生成相关候选查询的列表。基于候选查询和查询请求共享的信息的相对覆盖范围确定列表中提交的查询请求与候选查询之间的关系。然后构建查询层次结构以反映所确定的查询请求和候选查询之间的关系。

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