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31. 发明申请

US20080280597A1 Method for Adding Background Sound to Mobile Communication Telephone Talking and Communication System Thereof 审中-公开
标题翻译：将背景声音添加到移动通信的方法电话通话系统
公开(公告)号：US20080280597A1
公开(公告)日：2008-11-13
申请号：US11666534
申请日：2005-09-29
申请人： Nan Sun , Zhaohui Zheng , Rongrong Yu , Lingjun Feng
发明人： Nan Sun , Zhaohui Zheng , Rongrong Yu , Lingjun Feng
IPC分类号： H04M3/42
CPC分类号： H04M3/56 , H04M3/42068 , H04M3/4211 , H04M3/487 , H04M3/568 , H04M2203/352 , H04M2207/18
摘要： The present invention relates to a method for adding background sound to mobile communication telephone talking and a communication system thereof. In the method of the present invention, a background sound system is added into corresponding talk at the time of establishing a talking link between the calling mobile communication terminal and the called mobile communication terminal based on contracting information of calling and/or called parties. In the communication system of the present invention, one or more than one background sound service system is introduced into conventional communication system, The background sound service system comprises at least a switching device, a background sound storage device, a background sound playing device and a control device that are connected to each other. According to the present invention, new telecommunications valued-added services may be added in existing mobile communication networks, making the talking between the calling and called parties more interesting and humanized. Meanwhile, a system capable of storing, managing and setting background sound data is provided to background sound providers, background sound subscribers and background sound service operators.
摘要翻译：本发明涉及一种将背景音添加到移动通信电话通话中的方法及其通信系统。在本发明的方法中，基于呼叫方和/或被叫方的签约信息，在主叫移动通信终端和被叫移动通信终端之间建立通话链路时，将背景音响系统添加到相应的通话中。在本发明的通信系统中，将一个或多于一个的背景声音服务系统引入到常规通信系统中。背景音乐服务系统至少包括开关装置，背景声音存储装置，背景声音播放装置和控制装置相互连接。根据本发明，可以在现有的移动通信网络中添加新的电信增值业务，使呼叫方和被叫方之间的通话更加有趣和人性化。同时，能够将背景声音数据存储，管理和设置的系统提供给背景声音提供者，背景声音用户和背景声音服务操作者。

32. 发明申请

US20070179949A1 Learning retrieval functions incorporating query differentiation for information retrieval 有权
标题翻译：学习检索功能，包含信息检索的查询差异
公开(公告)号：US20070179949A1
公开(公告)日：2007-08-02
申请号：US11343910
申请日：2006-01-30
申请人： Gordon Sun , Zhaohui Zheng , Hongyuan Zha
发明人： Gordon Sun , Zhaohui Zheng , Hongyuan Zha
IPC分类号： G06F17/30
CPC分类号： G06F17/3069
摘要： The system and method of the present invention allows for the determination of the relevance of a content item to a query through the use of a machine learned relevance function that incorporate query differentiation. A method for selecting a relevance function to determine a relevance of a query-content item pair comprises generating a training set comprising one or more content item-query pairs. Content item-query pairs in the training set are collectively used to determine the relevance function by minimizing a loss function according to a relevance score adjustment function that accounts for query differentiation. The monotocity of relevance score adjustment function allows the trained relevance function to be directly applied to new queries.
摘要翻译：本发明的系统和方法允许通过使用结合查询区分的机器学习的相关性功能来确定内容项与查询的相关性。用于选择相关函数以确定查询内容项对的相关性的方法包括生成包括一个或多个内容项查询对的训练集。训练集中的内容项 - 查询对被统一用于根据考虑到查询区分的相关性分数调整功能来最小化损失函数来确定相关性函数。相关性分数调整功能的一致性允许训练有素的相关函数直接应用于新查询。

33. 发明授权

US09443008B2 Clustering of search results 有权
标题翻译：搜索结果的聚类
公开(公告)号：US09443008B2
公开(公告)日：2016-09-13
申请号：US12835954
申请日：2010-07-14
申请人： Srinivas Vadrevu , Yi Chang , Zhaohui Zheng , Bo Long
发明人： Srinivas Vadrevu , Yi Chang , Zhaohui Zheng , Bo Long
IPC分类号： G06F17/30
CPC分类号： G06F17/30705 , G06F17/30011 , G06F17/30675 , G06F17/30696
摘要： One particular embodiment clusters a plurality of documents using one or more clustering algorithms to obtain one or more first sets of clusters, wherein: each first set of clusters results from clustering the documents using one of the clustering algorithms; and with respect to each first set of clusters, each of the documents belongs to one of the clusters from the first set of clusters; accesses a search query; identifies a search result in response to the search query, wherein the search result comprises two or more of the documents; and clusters the search result to obtain a second set of clusters, wherein each document of the search result belongs to one of the clusters from the second set of clusters.
摘要翻译：一个特定实施例使用一个或多个聚类算法来聚集多个文档以获得一个或多个第一组聚类，其中：每个第一组聚类是使用聚类算法之一聚类文档而得到的; 并且对于每个第一组集合，每个文档属于来自第一组集合的集群之一; 访问搜索查询; 识别响应于搜索查询的搜索结果，其中搜索结果包括两个或更多个文档; 并且聚集搜索结果以获得第二组聚类，其中搜索结果的每个文档属于来自第二组聚类的聚类中的一个。

34. 发明授权

US08886641B2 Incorporating recency in network search using machine learning 有权
标题翻译：使用机器学习将新近度纳入网络搜索
公开(公告)号：US08886641B2
公开(公告)日：2014-11-11
申请号：US12579855
申请日：2009-10-15
申请人： Anlei Dong , Yi Chang , Ruiqiang Zhang , Zhaohui Zheng , Gilad Avraham Mishne , Jing Bai , Karolina Barbara Buchner , Ciya Liao , Shihao Ji , Gilbert Leung , Georges-Eric Albert Marie Robert Dupret , Ling Liu
发明人： Anlei Dong , Yi Chang , Ruiqiang Zhang , Zhaohui Zheng , Gilad Avraham Mishne , Jing Bai , Karolina Barbara Buchner , Ciya Liao , Shihao Ji , Gilbert Leung , Georges-Eric Albert Marie Robert Dupret , Ling Liu
IPC分类号： G06F17/30
CPC分类号： G06F17/30867
摘要： In one embodiment, access a set of recency ranking data comprising one or more recency search queries and one or more recency search results, each of the recency search queries being recency-sensitive with respect to a particular time period and being associated with a query timestamp representing the time at which the recency search query is received at a search engine, each of the recency search results being generated by the search engine for one of the recency search queries and comprising one or more recency network resources. Construct a plurality of recency features from the set of recency ranking data. Train a first ranking model via machine learning using at least the recency features.
摘要翻译：在一个实施例中，访问包括一个或多个新近度搜索查询和一个或多个新近度搜索结果的一组新近度排序数据，每个新近度搜索查询相对于特定时间段是新近敏感度，并且与查询时间戳相关联表示在搜索引擎处接收到新近度搜索查询的时间，每个新近度搜索结果由搜索引擎为新近搜索查询之一生成，并且包括一个或多个新近网络资源。从新近度排序数据集合构建多个新近特征。通过机器学习，至少使用新特性来训练第一个排名榜。

35. 发明授权

US08751511B2 Ranking of search results based on microblog data 有权
标题翻译：基于微博数据的搜索结果排名
公开(公告)号：US08751511B2
公开(公告)日：2014-06-10
申请号：US12749972
申请日：2010-03-30
申请人： Anlei Dong , Pranam Kolari , Ruiqiang Zhang , Jing Bai , Yi Chang , Zhaohui Zheng
发明人： Anlei Dong , Pranam Kolari , Ruiqiang Zhang , Jing Bai , Yi Chang , Zhaohui Zheng
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06Q10/06 , G06F17/30864 , G06Q50/01
摘要： An information retrieval system is described herein that monitors a microblog data stream that includes microblog posts to discover and index fresh resources for searching by a search engine. The information retrieval system also uses data from the microblog data stream as well as data obtained from a microblog subscription system to compute novel and effective features for ranking fresh resources which would otherwise have impoverished representations. An embodiment of the present invention advantageously enables a search engine to produce a fresher set of resources and to rank such resources for both relevancy and freshness in a more accurate manner.
摘要翻译：本文描述了一种信息检索系统，其监视包括微博帖子的微博数据流，以发现和索引新的资源以供搜索引擎搜索。信息检索系统还使用来自微博数据流的数据以及从微博订阅系统获得的数据来计算新颖而有效的特征来排列否则将具有贫困表示的新鲜资源。本发明的一个实施例有利地使得搜索引擎能够产生更新鲜的资源集合，并且以更准确的方式对相关性和新鲜度进行排名。

36. 发明申请

US20120316955A1 System and Method for Mobile Application Search 审中-公开
标题翻译：移动应用搜索的系统和方法
公开(公告)号：US20120316955A1
公开(公告)日：2012-12-13
申请号：US13441119
申请日：2012-04-06
申请人： Anil Panguluri , Guy Hepworth , Alice Han , Polly Ng , Peng Liu , Xin Fan , Zhaohui Zheng , Yuanyuan Wang
发明人： Anil Panguluri , Guy Hepworth , Alice Han , Polly Ng , Peng Liu , Xin Fan , Zhaohui Zheng , Yuanyuan Wang
IPC分类号： G06F17/30 , G06Q30/06 , G06Q30/02
CPC分类号： G06Q30/06 , G06F16/9535 , G06Q30/02
摘要： Method, system, and programs for providing adaptive application searching are disclosed. An application search request relevant to a user is received. First information associated with the user and second information associated with a plurality of applications is obtained. At least one application of the plurality of applications is identified as of interest based on the application search request, the first information, and the second information. The at least one application is provided in response to the application search request.
摘要翻译：公开了用于提供自适应应用搜索的方法，系统和程序。接收与用户相关的应用搜索请求。获得与用户相关联的第一信息和与多个应用相关联的第二信息。基于应用搜索请求，第一信息和第二信息，多个应用的至少一个应用被识别为感兴趣。响应于应用程序搜索请求提供至少一个应用程序。

37. 发明申请

US20120016772A1 Value Maximizing Recommendation Systems 有权
标题翻译：价值最大化推荐系统
公开(公告)号：US20120016772A1
公开(公告)日：2012-01-19
申请号：US12838169
申请日：2010-07-16
申请人： Narayanan Sadagopan , Zhaohui Zheng
发明人： Narayanan Sadagopan , Zhaohui Zheng
IPC分类号： G06Q30/00 , G06F17/30
CPC分类号： G06F17/30867 , G06F17/30657 , G06F17/30684 , G06Q30/02 , G06Q30/0641
摘要： A server determines a plurality of immediate candidate items for a first web page to recommend to a user. For each particular immediate candidate item of the plurality of immediate candidate items, the server determines a separate sequence of two or more subsequent possible candidate items for subsequent web pages to recommend to the user in the event that the user selects the particular immediate candidate item. Further, the server selects a particular immediate candidate item from the plurality of immediate candidate items for the first web page to recommend to the user. The first web page that recommends the plurality of immediate candidate items is generated and sent over the Internet to the user.
摘要翻译：服务器确定用于第一网页的多个即时候选项目以推荐给用户。对于多个即时候选项目中的每个特定即时候选项目，服务器确定用于后续网页的两个或更多个后续可能候选项目的单独序列，以在用户选择特定直接候选项目的情况下推荐给用户。此外，服务器从第一网页的多个直接候选项目中选择特定的即时候选项目以向用户推荐。建立多个即时候选项目的第一网页通过因特网生成并发送给用户。

38. 发明申请

US20110087673A1 METHODS AND SYSTEMS RELATING TO RANKING FUNCTIONS FOR MULTIPLE DOMAINS 有权
标题翻译：与多个域的排序函数相关的方法和系统
公开(公告)号：US20110087673A1
公开(公告)日：2011-04-14
申请号：US12577045
申请日：2009-10-09
申请人： Jiang Chen , Wei Chu , Zhenzhen Kou , Zhaohui Zheng
发明人： Jiang Chen , Wei Chu , Zhenzhen Kou , Zhaohui Zheng
IPC分类号： G06F17/30
CPC分类号： G06F17/30864
摘要： Methods and systems are disclosed that relate to ranking functions for multiple different domains. By way of example but not limitation, ranking functions for multiple different domains may be trained based on inter-domain loss, and such ranking functions may be used to rank search results from multiple different domains so that they may be blended without normalizing relevancy scores.
摘要翻译：公开了与多个不同域的排序功能相关的方法和系统。作为示例而非限制，可以基于域间丢失来训练针对多个不同域的排序功能，并且可以使用这样的排名功能来对来自多个不同域的搜索结果进行排名，使得它们可以在不规范相关性分数的情况下进行混合。

39. 发明申请

US20110087655A1 Search Ranking for Time-Sensitive Queries by Feedback Control 审中-公开
标题翻译：通过反馈控制对时间敏感查询的搜索排名
公开(公告)号：US20110087655A1
公开(公告)日：2011-04-14
申请号：US12576534
申请日：2009-10-09
申请人： Ruiqiang Zhang , Yi Chang , Anlei Dong , Zhaohui Zheng
发明人： Ruiqiang Zhang , Yi Chang , Anlei Dong , Zhaohui Zheng
IPC分类号： G06F17/30
CPC分类号： G06F16/9535
摘要： In one embodiment, a method comprises accessing a search query received at a search engine; identifying a plurality of network resources for the search query; calculating a ranking score for each of the network resources; determining whether the search query is year-qualified; and if the search query is year-qualified, then adjusting the ranking scores of selected ones of the network resources based on a difference between the ranking score of an oldest one of the network resources and the ranking score of a newest one of the network resources and a confidence score representing a likelihood that the search query is year-qualified.
摘要翻译：在一个实施例中，一种方法包括访问在搜索引擎处接收的搜索查询; 识别搜索查询的多个网络资源; 计算每个网络资源的排名得分; 确定搜索查询是否合格; 并且如果搜索查询是合格的，则基于网络资源中最老的一个网络资源的排名分数与最新的一个网络资源的排名得分之间的差异来调整所选择的网络资源的排名得分以及表示搜索查询符合年限的可能性的置信度分数。

40. 发明申请

US20110029517A1 GLOBAL AND TOPICAL RANKING OF SEARCH RESULTS USING USER CLICKS 审中-公开
标题翻译：使用用户点击搜索结果的全球和主题排名
公开(公告)号：US20110029517A1
公开(公告)日：2011-02-03
申请号：US12533564
申请日：2009-07-31
申请人： Shihao Ji , Anlei Dong , Ciya Liao , Yi Chang , Zhaohui Zheng , Olivier Chapelle , Gordon Guo-Zheng Sun , Hongyuan Zha
发明人： Shihao Ji , Anlei Dong , Ciya Liao , Yi Chang , Zhaohui Zheng , Olivier Chapelle , Gordon Guo-Zheng Sun , Hongyuan Zha
IPC分类号： G06F17/30
CPC分类号： G06F16/951
摘要： To estimate, or predict, the relevance of items, or documents, in a set of search results, relevance information is extracted from user click data, and relational information among the documents as manifested by an aggregation of user clicks is determined from the click data. A supervised approach uses judgment information, such as human judgment information, as part of the training data used to generate a relevance predictor model, which minimizes the inherent noisiness of the click data collected from a commercial search engine.
摘要翻译：为了在一组搜索结果中估计或预测项目或文档的相关性，从用户点击数据中提取相关性信息，并且从点击数据确定由用户点击的聚合表现的文档之间的关系信息。受监督的方法使用诸如人类判断信息之类的判断信息作为用于生成相关性预测器模型的训练数据的一部分，其使从商业搜索引擎收集的点击数据的固有噪声最小化。

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