公开(公告)号：US20060212897A1

公开(公告)日：2006-09-21

申请号：US11084616

申请日：2005-03-18

申请人： Ying Li ,  Li Li ,  Tarek Najm ,  Hongbin Gao ,  Benyu Zhang ,  Xianfang Wang ,  Frank Seide ,  Roger Yu ,  Hua-Jun Zeng ,  Jian-Lai Zhou ,  Zheng Chen

发明人： Ying Li ,  Li Li ,  Tarek Najm ,  Hongbin Gao ,  Benyu Zhang ,  Xianfang Wang ,  Frank Seide ,  Roger Yu ,  Hua-Jun Zeng ,  Jian-Lai Zhou ,  Zheng Chen

IPC分类号： H04N7/10 ,  H04N7/025

CPC分类号： H04N7/17336 ,  H04H60/58 ,  H04H60/63 ,  H04H60/66 ,  H04N7/088 ,  H04N21/233 ,  H04N21/25891 ,  H04N21/26603 ,  H04N21/4143 ,  H04N21/6125 ,  H04N21/812

摘要： Systems and methods for analyzing the content of audio/video files using speech recognition and data mining technologies are provided. As it can generally be assumed that a user's interest is highly correlated with an audio/video clip or television program the user may be watching, methods and systems for utilizing the results of speech recognition and data mining technology implementation to retrieve relevant advertising content for display are also provided.

摘要翻译： 提供了使用语音识别和数据挖掘技术分析音频/视频文件内容的系统和方法。 通常可以假设用户的兴趣与用户可能正在观看的音频/视频剪辑或电视节目高度相关，用于利用语音识别结果和数据挖掘技术实现的方法和系统来检索用于显示的相关广告内容 也提供。

公开(公告)号：US20060184481A1

公开(公告)日：2006-08-17

申请号：US11057100

申请日：2005-02-11

申请人： Benyu Zhang ,  Wei-Ying Ma ,  Gu Xu ,  Hongbin Gao ,  Zheng Chen ,  Randy Hinrichs ,  Hua-Jun Zeng

发明人： Benyu Zhang ,  Wei-Ying Ma ,  Gu Xu ,  Hongbin Gao ,  Zheng Chen ,  Randy Hinrichs ,  Hua-Jun Zeng

IPC分类号： G06N5/00

CPC分类号： G06N5/022 ,  G06F17/30616 ,  Y10S707/99933 ,  Y10S707/99934 ,  Y10S707/99935

摘要： A method and system for identifying information about people is provided. The information system identifies groups of people that have relationships based on their relationships to documents or more generally to objects. The information system initially is provided with an indication of which people have which relationships to which documents. The information system then identifies clusters of people based on having a relationship to the same objects. The information system may also identify clusters of related objects associated with a cluster of people. When a user wants to identify information about a person, the user can provide the name of that person to the information system. The information system then can retrieve and display the names of the other people who are in the same cluster as the person.

公开(公告)号：US20060112036A1

公开(公告)日：2006-05-25

申请号：US10957329

申请日：2004-10-01

申请人： Benyu Zhang ,  Zheng Chen ,  Hua-Jun Zeng ,  Wei-Ying Ma

发明人： Benyu Zhang ,  Zheng Chen ,  Hua-Jun Zeng ,  Wei-Ying Ma

IPC分类号： G06F15/18

CPC分类号： G06F17/30707

摘要： A method and system for classifying messages of a discussion thread as questions is provided. A classification system generates a classifier to classify messages of discussion threads as question messages or non-question messages. The system trains the classifier using the feature vectors and input classifications derived from a training set of discussion threads. After the classifier is trained, the classification system uses the classifier to classify messages within a corpus of discussion threads as question or non-question messages. To classify a message, the classification system generates a feature vector for the messages and submits that feature vector to the classifier. The classifier generates a score for the message indicating a likelihood that the message is a question message.

摘要翻译： 提供了一种用于将讨论线程的消息分类为问题的方法和系统。 分类系统生成分类器以将讨论线程的消息分类为问题消息或非问题消息。 系统使用从训练集讨论线程派生的特征向量和输入分类来训练分类器。 在分类器训练之后，分类系统使用分类器将讨论线程的语料库中的消息分类为问题或非问题消息。 为了对消息进行分类，分类系统生成消息的特征向量，并将该特征向量提交给分类器。 分类器生成消息的分数，指示该消息是问题消息的可能性。

公开(公告)号：US20060047497A1

公开(公告)日：2006-03-02

申请号：US10930687

申请日：2004-08-31

申请人： Zheng Chen ,  Wei-Ying Ma ,  Hua-Jun Zeng ,  Benyu Zhang

发明人： Zheng Chen ,  Wei-Ying Ma ,  Hua-Jun Zeng ,  Benyu Zhang

IPC分类号： G06F17/20

CPC分类号： G06F17/30

摘要： A method and system for prioritizing communications based on classifications of sentences within the communications is provided. A sentence classification system may classify sentences of communications according to various classifications such as “sentence mode.” The sentence classification system trains a sentence classifier using training data and then classifies sentences using the trained sentence classifier. After the sentences of a communication are classified, a document ranking system may generate a rank for the communication based on the classifications of the sentences within the communication. The document ranking system trains a document rank classifier using training data and then calculates the rank of communications using the trained document rank classifier.

公开(公告)号：US20060026298A1

公开(公告)日：2006-02-02

申请号：US10903709

申请日：2004-07-30

申请人： Hua-Jun Zeng ,  Zheng Chen ,  Benyu Zhang ,  Wei-Ying Ma

发明人： Hua-Jun Zeng ,  Zheng Chen ,  Benyu Zhang ,  Wei-Ying Ma

IPC分类号： G06F15/173

CPC分类号： G06Q10/107

摘要： A method and system for calculating the importance of persons based on interpersonal relationships and prioritizing communications based on importance of participants in the communications is provided. A prioritization system identifies relationships between persons and identifies the importance of a person to other persons based on these relationships. After the prioritization system identifies the importance of persons, the prioritization system can prioritize communications based on the importance of the senders or recipients.

摘要翻译： 提供了一种用于基于人际关系计算人的重要性的方法和系统，并且基于参与者在通信中的重要性来确定通信的优先级。 优先考虑系统确定人际关系，并根据这些关系确定一个人对其他人的重要性。 在优先考虑系统确定人员的重要性之后，优先级排序系统可以根据发件人或收件人的重要性对通信进行优先级排序。

公开(公告)号：US20050246328A1

公开(公告)日：2005-11-03

申请号：US10837540

申请日：2004-04-30

申请人： Benyu Zhang ,  Zheng Chen ,  Hua-Jun Zeng ,  Wei-Ying Ma

发明人： Benyu Zhang ,  Zheng Chen ,  Hua-Jun Zeng ,  Wei-Ying Ma

IPC分类号： G06F17/30 ,  G06F7/00

CPC分类号： G06F17/30867 ,  Y10S707/99933

摘要： A method and system for ranking documents of search results based on information richness and diversity of topics. A ranking system determines the information richness of each document within a search result. The ranking system groups documents of a search result based on their relatedness, meaning that they are directed to similar topics. The ranking system ranks the documents to ensure that the highest ranking documents may include at least one document covering each topic, that is, one document from each of the groups. The ranking system selects the document from each group that has the highest information richness of the documents within the group. When the documents are presented to a user in rank order, the user will likely find on the first page of the search result documents that cover a variety of topics, rather than just a single popular topic.

摘要翻译： 基于信息丰富性和主题多样性对搜索结果文档进行排序的方法和系统。 排名系统确定搜索结果内每个文档的信息丰富度。 排名系统根据其相关性对搜索结果的文档进行分组，这意味着它们针对类似的主题。 排名系统排列文件，以确保最高排名的文档可能包含至少一个涵盖每个主题的文档，即每个组中的一个文档。 排名系统选择组内文件信息丰富度最高的组中的文档。 当文件以等级顺序呈现给用户时，用户很可能会在涵盖各种主题的搜索结果文档的第一页上找到，而不仅仅是一个流行的主题。

公开(公告)号：US20050234972A1

公开(公告)日：2005-10-20

申请号：US10826159

申请日：2004-04-15

申请人： Hua-Jun Zeng ,  Benyu Zhang ,  Zheng Chen ,  Wei-Ying Ma ,  Li Li ,  Ying Li ,  Tarek Najm

发明人： Hua-Jun Zeng ,  Benyu Zhang ,  Zheng Chen ,  Wei-Ying Ma ,  Li Li ,  Ying Li ,  Tarek Najm

IPC分类号： G06F17/30

CPC分类号： G06F17/30864 ,  Y10S707/99945

摘要： Systems and methods for related term suggestion are described. In one aspect, relationships among respective ones of two or more multi-type data objects are identified. The respective ones of the multi-type data objects include at least one object of a first type and at least one object of a second type that is different from the first type. The multi-type data objects are iteratively clustered in view of respective ones of the relationships to generate reinforced clusters.

摘要翻译： 描述相关术语建议的系统和方法。 在一个方面，识别两个或多个多类型数据对象中的各个之间的关系。 多类型数据对象中的相应的一个包括第一类型的至少一个对象和与第一类型不同的第二类型的至少一个对象。 根据相应的关系，多重数据对象被迭代地聚集以产生增强的聚类。

公开(公告)号：US08782805B2

公开(公告)日：2014-07-15

申请号：US12510186

申请日：2009-07-27

申请人： Benyu Zhang ,  Hua-Jun Zeng ,  Wei-Ying Ma ,  Zheng Chen

发明人： Benyu Zhang ,  Hua-Jun Zeng ,  Wei-Ying Ma ,  Zheng Chen

IPC分类号： H04L29/06

CPC分类号： G06F17/30616 ,  G06F17/30628 ,  G06F17/30678 ,  G06F21/6245 ,  H04L51/12 ,  Y10S707/99933

摘要： A method and system for detecting whether an outgoing communication contains confidential information or other target information is provided. The detection system is provided with a collection of documents that contain confidential information, referred to as “confidential documents.” When the detection system is provided with an outgoing communication, it compares the content of the outgoing communication to the content of the confidential documents. If the outgoing communication contains confidential information, then the detection system may prevent the outgoing communication from being sent outside the organization. The detection system detects confidential information based on the similarity between the content of an outgoing communication and the content of confidential documents that are known to contain confidential information.

摘要翻译： 提供一种用于检测输出通信是否包含机密信息或其他目标信息的方法和系统。 该检测系统具有包含被称为“机密文件”的机密信息的文件的集合。当向检测系统提供传出通信时，将传出通信的内容与机密文档的内容进行比较。 如果传出通信包含机密信息，则检测系统可以防止传出通信被发送到组织外部。 检测系统基于传出通信的内容与已知包含机密信息的机密文档的内容之间的相似性来检测机密信息。

公开(公告)号：US08548853B2

公开(公告)日：2013-10-01

申请号：US11147247

申请日：2005-06-08

申请人： Benyu Zhang ,  Fengping Zeng ,  Hua-Jun Zeng ,  Li Li ,  Tarek Najm ,  Wei-Ying Ma ,  Ying Li ,  Zheng Chen

发明人： Benyu Zhang ,  Fengping Zeng ,  Hua-Jun Zeng ,  Li Li ,  Tarek Najm ,  Wei-Ying Ma ,  Ying Li ,  Zheng Chen

IPC分类号： G06Q30/00

CPC分类号： G06Q30/02 ,  G06Q30/0207 ,  G06Q30/0247 ,  G06Q30/0251

摘要： A peer-to-peer advertisement platform is provided to ubiquitously promote products or services supplied by advertisers across content-based applications executing on nodes in a peer-to-peer network. The peer-to-peer advertisement platform may include a registration component to register nodes in the peer-to-peer advertising platform, an advertisement submission component to receive advertisement data from the advertisers, and a distribution component to distribute the advertisement data to the nodes registered in the peer-to-peer advertisement platform. The peer-to-peer advertisement platform also includes a money sharing component to reward nodes based on a contribution level assigned to the node. Accordingly, the peer-to-peer advertisement platform stores the advertisement data locally at the plurality of nodes registered in the peer-to-peer advertising platform and shares a portion of the revenue generated from the advertisement data with the nodes registered in the peer-to-peer advertising platform.

摘要翻译： 提供了一个对等广告平台，无处不在地促进广告商提供的产品或服务，基于在对等网络中的节点上执行的基于内容的应用程序。 点对点广告平台可以包括注册组件以注册对等广告平台中的节点，用于从广告商接收广告数据的广告提交组件以及将广告数据分发到节点的分发组件 注册在对等广告平台。 点对点广告平台还包括基于分配给节点的贡献级别来奖励节点的钱共享组件。 因此，点对点广告平台将广告数据本地存储在登记在对等广告平台中的多个节点处，并且共享从广告数据生成的收入的一部分， 对等广告平台。

公开(公告)号：US07917587B2

公开(公告)日：2011-03-29

申请号：US10903709

申请日：2004-07-30

申请人： Hua-Jun Zeng ,  Zheng Chen ,  Benyu Zhang ,  Wei-Ying Ma

发明人： Hua-Jun Zeng ,  Zheng Chen ,  Benyu Zhang ,  Wei-Ying Ma

IPC分类号： G06F15/16

CPC分类号： G06Q10/107

摘要： A method and system for calculating the importance of persons based on interpersonal relationships and prioritizing communications based on importance of participants in the communications is provided. A prioritization system identifies relationships between persons and identifies the importance of a person to other persons based on these relationships. After the prioritization system identifies the importance of persons, the prioritization system can prioritize communications based on the importance of the senders or recipients.

摘要翻译： 提供了一种用于基于人际关系计算人的重要性的方法和系统，并且基于参与者在通信中的重要性来确定通信的优先级。 优先考虑系统确定人际关系，并根据这些关系确定一个人对其他人的重要性。 在优先考虑系统确定人员的重要性之后，优先级排序系统可以根据发件人或收件人的重要性对通信进行优先级排序。