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1. 发明授权

US09852430B2 Dynamic generation of advertisement text 有权
公开(公告)号：US09852430B2
公开(公告)日：2017-12-26
申请号：US11538309
申请日：2006-10-03
申请人： Ming Zhou , Cheng Niu , Zhaohui Tang , Ying Li , Chin-Yew Lin , Li Li , Brian Burdick
发明人： Ming Zhou , Cheng Niu , Zhaohui Tang , Ying Li , Chin-Yew Lin , Li Li , Brian Burdick
IPC分类号： G06Q30/00 , G06Q30/02
CPC分类号： G06Q30/02 , G06Q30/0242 , G06Q30/0255 , G06Q30/0261 , G06Q30/0269 , G06Q30/0276
摘要： Systems, methods, and computer-readable media for dynamically generating text associated with an advertisement are provided. Core text associated with an advertisement is received from an advertiser, as is at least one attribute relevant to the advertiser and/or a user. Based upon the received attribute(s), it is determined whether customization of the core text is desired. If customization is desired, the core text is modified and presented in association with the advertisement. If customization is not desired, the core text is presented in association with the advertisement. In one embodiment, target advertisement placement information may also be utilized to determine whether customization of the core text is desired.

2. 发明申请

US20080082410A1 DYNAMIC GENERATION OF ADVERTISEMENT TEXT 有权
标题翻译：广告文字的动态生成
公开(公告)号：US20080082410A1
公开(公告)日：2008-04-03
申请号：US11538309
申请日：2006-10-03
申请人： Ming Zhou , Cheng Niu , Zhaohui Tang , Ying Li , Chin-Yew Lin , Li Li , Brian Burdick
发明人： Ming Zhou , Cheng Niu , Zhaohui Tang , Ying Li , Chin-Yew Lin , Li Li , Brian Burdick
IPC分类号： G06Q30/00
CPC分类号： G06Q30/02 , G06Q30/0242 , G06Q30/0255 , G06Q30/0261 , G06Q30/0269 , G06Q30/0276
摘要： Systems, methods, and computer-readable media for dynamically generating text associated with an advertisement are provided. Core text associated with an advertisement is received from an advertiser, as is at least one attribute relevant to the advertiser and/or a user. Based upon the received attribute(s), it is determined whether customization of the core text is desired. If customization is desired, the core text is modified and presented in association with the advertisement. If customization is not desired, the core text is presented in association with the advertisement. In one embodiment, target advertisement placement information may also be utilized to determine whether customization of the core text is desired.
摘要翻译：提供了用于动态生成与广告相关联的文本的系统，方法和计算机可读介质。从广告商接收与广告相关联的核心文本，以及与广告主和/或用户相关的至少一个属性。基于接收到的属性，确定是否需要定制核心文本。如果需要定制，核心文本将与广告相关联地进行修改和呈现。如果不希望进行定制，则与广告相关联地呈现核心文本。在一个实施例中，还可以利用目标广告布置信息来确定是否需要定制核心文本。

3. 发明申请

US20080249764A1 Smart Sentiment Classifier for Product Reviews 审中-公开
标题翻译：智能情感分类器的产品评论
公开(公告)号：US20080249764A1
公开(公告)日：2008-10-09
申请号：US11950512
申请日：2007-12-05
申请人： Shen Huang , Ling Bao , Yunbo Cao , Zheng Chen , Chin-Yew Lin , Christoph R. Ponath , Jian-Tao Sun , Ming Zhou , Jian Wang
发明人： Shen Huang , Ling Bao , Yunbo Cao , Zheng Chen , Chin-Yew Lin , Christoph R. Ponath , Jian-Tao Sun , Ming Zhou , Jian Wang
IPC分类号： G06F17/27
CPC分类号： G06F17/2785
摘要： A sentiment classifier is described. In one implementation, a system applies both full text and complex feature analyses to sentences of a product review. Each analysis is weighted prior to linear combination into a final sentiment prediction. A full text model and a complex features model can be trained separately offline to support online full text analysis and complex features analysis. Complex features include opinion indicators, negation patterns, sentiment-specific sections of the product review, user ratings, sequence of text chunks, and sentence types and lengths. A Conditional Random Field (CRF) framework provides enhanced sentiment classification for each segment of a complex sentence to enhance sentiment prediction.
摘要翻译：描述情感分类器。在一个实现中，系统将全文和复杂特征分析应用于产品评论的句子。将每个分析在线性组合之前加权到最终情绪预测中。全文模型和复杂特征模型可以离线进行培训，以支持在线全文分析和复杂特征分析。复杂的功能包括意见指标，否定模式，产品评论中的情绪特定部分，用户评分，文本块的顺序以及句型和长度。条件随机场（CRF）框架为复杂句子的每个段提供增强的情感分类，以增强情绪预测。

4. 发明申请

US20090083096A1 Handling product reviews 审中-公开
标题翻译：处理产品评论
公开(公告)号：US20090083096A1
公开(公告)日：2009-03-26
申请号：US11903153
申请日：2007-09-20
申请人： Yunbo Cao , Chin-Yew Lin , Ming Zhou
发明人： Yunbo Cao , Chin-Yew Lin , Ming Zhou
IPC分类号： G06Q99/00
CPC分类号： G06Q10/00 , G06Q30/02 , G06Q30/0203
摘要： A method for handling product reviews can detect a first quality product review from a second quality product review. The first and second quality product reviews can be associated with a product. The first quality product review can be filtered. An opinion segment in the second quality product review can be identified and the polarity can be determined of the opinion segment. An opinion set can be generated with the opinion segment for a product feature. A score (or weighty can be aggregated of segments in the opinion set for the product feature.
摘要翻译：处理产品评论的方法可以从第二个质量产品评论中检测出第一个质量产品审查。第一和第二个优质的产品评论可以与产品相关联。可以过滤第一个优质的产品评论。可以确定第二个质量产品审查中的意见部分，并且可以根据意见部分确定极性。可以通过产品功能的意见段生成意见集。分数（或重量可以汇总在产品功能的意见集中的细分。

5. 发明授权

US08112269B2 Determining utility of a question 有权
标题翻译：确定问题的效用
公开(公告)号：US08112269B2
公开(公告)日：2012-02-07
申请号：US12197991
申请日：2008-08-25
申请人： Yunbo Cao , Chin-Yew Lin
发明人： Yunbo Cao , Chin-Yew Lin
IPC分类号： G06F17/27 , G06F17/21 , G06F17/30
CPC分类号： G06F17/277 , G06F17/30654
摘要： A question search system provides a collection of questions having words for use in evaluating the utility of the questions based on a language model. The question search system calculates n-gram probabilities for words within the questions of the collection. The n-gram probability of a word for a sequence of n−1 words indicates the probability of that word being next after that sequence in the collection of questions. The n-gram probabilities for the words of the collection represent the language model of the collection. The question search system calculates a language model utility score for each question within a collection that indicates the likelihood that a question is repeatedly asked by users. The question search system derives the language model utility score for a question from the n-gram probabilities of the words within that question.
摘要翻译：问题搜索系统提供了具有用于评估基于语言模型的问题的效用的单词的问题的集合。问题搜索系统计算收集问题内的单词的n-gram概率。 n-1个词序列的单词的n-gram概率表示该词在该问题集合中的该序列之后的概率。集合词的n-gram概率表示集合的语言模型。问题搜索系统计算集合中每个问题的语言模型效用得分，其指示用户重复询问问题的可能性。问题搜索系统从该问题中的单词的n-gram概率得出问题的语言模型效用得分。

6. 发明授权

US07725442B2 Automatic evaluation of summaries 有权
标题翻译：自动评估摘要
公开(公告)号：US07725442B2
公开(公告)日：2010-05-25
申请号：US11672038
申请日：2007-02-06
申请人： Chin-Yew Lin , Jianfeng Gao , Guihong Cao , Jian-Yun Nie
发明人： Chin-Yew Lin , Jianfeng Gao , Guihong Cao , Jian-Yun Nie
IPC分类号： G06F7/00 , G06F17/30
CPC分类号： G06F17/30719
摘要： A probability distribution for a reference summary of a document is determined. The probability distribution for the reference summary is then used to generate a score for a machine-generated summary of the document.
摘要翻译：确定文档参考摘要的概率分布。然后使用参考摘要的概率分布来生成机器生成的文档摘要的分数。

7. 发明申请

US20130097178A1 Question and Answer Forum Techniques 有权
标题翻译：问答论坛技巧
公开(公告)号：US20130097178A1
公开(公告)日：2013-04-18
申请号：US13274796
申请日：2011-10-17
申请人： Young-In Song , Liu Jing , Chin-Yew Lin , Tetsuya Sakai
发明人： Young-In Song , Liu Jing , Chin-Yew Lin , Tetsuya Sakai
IPC分类号： G06F17/30 , G06F15/18
CPC分类号： G09B7/02 , G06Q50/10 , G06Q50/20
摘要： Techniques for unsupervised management of a question and answer (QA) forum include labeling of answers for quality purposes, and identification of experts. In a QA thread, a ranking of answers may include an initial labeling of the longest answer in each thread as the best answer. Such a labeling provides an initial point of reference. Then, in an iterative manner answerers are ranked using the labeling. The ranking of answerers allows selection of experts and poor or inexpert answerers. A label update is performed using the experts (and perhaps inexpert answerers) as input. The label update may be used to train a model, which may describe quality of answers in one or more QA threads and an indication of expert and inexpert answerers. The iterative process may be ended upon convergence or upon a maximum number of iterations.
摘要翻译：用于无人管理问答（QA）论坛的技术包括为质量目的标识答案，并确定专家。在QA线程中，答案的排名可能包括每个线程中最长答案的初始标签作为最佳答案。这样的标签提供了初步的参考点。然后，以迭代的方式，使用标签对答复者进行排名。回答者的排名允许选择专家和穷人或无经验的回答者。使用专家（或许不太实际的回答者）作为输入进行标签更新。标签更新可以用于训练模型，其可以描述一个或多个QA线程中的答案的质量以及专家和不熟练的答复者的指示。迭代过程可以在收敛或最大迭代次数时结束。

8. 发明授权

US08024332B2 Clustering question search results based on topic and focus 有权
标题翻译：基于主题和焦点的聚类问题搜索结果
公开(公告)号：US08024332B2
公开(公告)日：2011-09-20
申请号：US12185702
申请日：2008-08-04
申请人： Yunbo Cao , Chin-Yew Lin
发明人： Yunbo Cao , Chin-Yew Lin
IPC分类号： G06F17/30 , G06F7/00
CPC分类号： G06F17/30696
摘要： A method and system for presenting questions that are relevant to a queried question based on clusters of topics and clusters of focuses of the questions is provided. A question search system provides a collection of questions. Each question of the collection has an associated topic and focus. Upon receiving a queried question, the question search system identifies questions of the collection that may be relevant to the queried question and generates a score or ranking indicating relevance of the identified questions. The question search system clusters the identified questions into topic clusters of questions with similar topics. The question search system may also cluster the questions within each topic cluster into focus clusters of questions with similar focuses.
摘要翻译：提供了一种方法和系统，用于根据问题的集群和问题的聚焦集提出与查询问题相关的问题。问题搜索系统提供了一系列问题。集合的每个问题都有相关的主题和焦点。在收到查询问题后，问题搜索系统识别可能与查询问题相关的集合问题，并生成指示所识别问题的相关性的分数或排名。问题搜索系统将识别的问题集中到具有相似主题的主题问题集群中。问题搜索系统还可以将每个主题集群中的问题集中到具有类似重点的问题焦点集群中。

9. 发明申请

US20100235311A1 QUESTION AND ANSWER SEARCH 审中-公开
标题翻译：问题和答案搜索
公开(公告)号：US20100235311A1
公开(公告)日：2010-09-16
申请号：US12403560
申请日：2009-03-13
申请人： Yunbo Cao , Chin-Yew Lin , Bo Wang
发明人： Yunbo Cao , Chin-Yew Lin , Bo Wang
IPC分类号： G06N5/02 , G06F17/30
CPC分类号： G06F16/9535
摘要： Exemplary methods, computer-readable media, and systems are presented for leveraging question-answering knowledge from community sites by complementing product search services with a search of questions, answers, reviews and other Internet accessible content including user-generated content. Product or service information is obtained by crawling Internet-accessible Web sites including community sites. An integrated index of such information is generated. A user is able to browse questions by product or service feature, by topic, by identified comparative questions, and by question ranking (for example, interestingness or popularity).
摘要翻译：呈现示例性方法，计算机可读介质和系统，以通过对包括用户生成的内容的问题，答案，评论和其他因特网可访问内容的搜索来补充产品搜索服务来利用来自社区网站的问答答案。产品或服务信息是通过抓取可访问Internet的网站（包括社区网站）获得的。生成此类信息的综合索引。用户能够通过产品或服务功能，主题，识别的比较问题以及问题排名（例如，趣味性或人气）来浏览问题。

10. 发明申请

US20100030769A1 CLUSTERING QUESTION SEARCH RESULTS BASED ON TOPIC AND FOCUS 有权
标题翻译：基于主题和焦点的聚类问题搜索结果
公开(公告)号：US20100030769A1
公开(公告)日：2010-02-04
申请号：US12185702
申请日：2008-08-04
申请人： Yunbo Cao , Chin-Yew Lin
发明人： Yunbo Cao , Chin-Yew Lin
IPC分类号： G06F7/10 , G06F17/30
CPC分类号： G06F17/30696
摘要： A method and system for presenting questions that are relevant to a queried question based on clusters of topics and clusters of focuses of the questions is provided. A question search system provides a collection of questions. Each question of the collection has an associated topic and focus. Upon receiving a queried question, the question search system identifies questions of the collection that may be relevant to the queried question and generates a score or ranking indicating relevance of the identified questions. The question search system clusters the identified questions into topic clusters of questions with similar topics. The question search system may also cluster the questions within each topic cluster into focus clusters of questions with similar focuses.
摘要翻译：提供了一种方法和系统，用于根据问题的集群和问题的聚焦集提出与查询问题相关的问题。问题搜索系统提供了一系列问题。集合的每个问题都有相关的主题和焦点。在收到查询问题后，问题搜索系统识别可能与查询问题相关的集合问题，并产生指示所识别问题的相关性的分数或排名。问题搜索系统将识别的问题集中到具有相似主题的主题问题集群中。问题搜索系统还可以将每个主题集群中的问题集中到具有类似重点的问题焦点集群中。

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