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1. 发明申请

US20080313180A1 IDENTIFICATION OF TOPICS FOR ONLINE DISCUSSIONS BASED ON LANGUAGE PATTERNS 有权
标题翻译：基于语言模式的在线讨论主题的识别
公开(公告)号：US20080313180A1
公开(公告)日：2008-12-18
申请号：US11763282
申请日：2007-06-14
申请人： Hua-Jun Zeng , Hua Li , Jian Hu , Zheng Chen , Duo Zhang , Jian Wang
发明人： Hua-Jun Zeng , Hua Li , Jian Hu , Zheng Chen , Duo Zhang , Jian Wang
IPC分类号： G06F17/30
CPC分类号： G06F17/30731 , G06Q30/02
摘要： A topic identification system identifies topics of online discussions by iteratively identifying topic words or keywords of the online discussions and identifying language patterns associated with those keywords. The topic identification system starts out with an initial set of keywords and identifies language patterns that each include a keyword. The topic identification system then uses the identified language patterns to identify additional keywords of the online discussion that match the patterns. The topic identification system then again identifies language patterns using the keywords including the newly identified keywords. The topic identification system may repeat the process of identifying language patterns and keywords until a termination criterion is satisfied.
摘要翻译：主题识别系统通过迭代地识别在线讨论的主题或关键字并识别与这些关键字相关联的语言模式来识别在线讨论的主题。主题识别系统以一组初始关键字开始，并识别每个关键字的语言模式。然后，主题识别系统使用所识别的语言模式来识别与模式匹配的在线讨论的附加关键字。然后，主题识别系统再次使用包括新确定的关键字的关键字来识别语言模式。主题识别系统可以重复识别语言模式和关键字的过程，直到满足终止标准。

2. 发明授权

US07739261B2 Identification of topics for online discussions based on language patterns 有权
标题翻译：基于语言模式识别在线讨论的主题
公开(公告)号：US07739261B2
公开(公告)日：2010-06-15
申请号：US11763282
申请日：2007-06-14
申请人： Hua-Jun Zeng , Hua Li , Jian Hu , Zheng Chen , Duo Zhang , Jian Wang
发明人： Hua-Jun Zeng , Hua Li , Jian Hu , Zheng Chen , Duo Zhang , Jian Wang
IPC分类号： G06F17/30
CPC分类号： G06F17/30731 , G06Q30/02
摘要： A topic identification system identifies topics of online discussions by iteratively identifying topic words or keywords of the online discussions and identifying language patterns associated with those keywords. The topic identification system starts out with an initial set of keywords and identifies language patterns that each include a keyword. The topic identification system then uses the identified language patterns to identify additional keywords of the online discussion that match the patterns. The topic identification system then again identifies language patterns using the keywords including the newly identified keywords. The topic identification system may repeat the process of identifying language patterns and keywords until a termination criterion is satisfied.
摘要翻译：主题识别系统通过迭代地识别在线讨论的主题或关键字并识别与这些关键字相关联的语言模式来识别在线讨论的主题。主题识别系统以一组初始关键字开始，并识别每个关键字的语言模式。然后，主题识别系统使用所识别的语言模式来识别与模式匹配的在线讨论的附加关键字。然后，主题识别系统再次使用包括新确定的关键字的关键字来识别语言模式。主题识别系统可以重复识别语言模式和关键字的过程，直到满足终止标准。

3. 发明授权

US09055362B2 Methods, apparatus and systems for individualizing audio, music and speech adaptively, intelligently and interactively 有权
标题翻译：自适应地，智能地和交互地个性化音频，音乐和语音的方法，装置和系统
公开(公告)号：US09055362B2
公开(公告)日：2015-06-09
申请号：US13719251
申请日：2012-12-19
申请人： Duo Zhang
发明人： Duo Zhang
IPC分类号： H04R3/04 , H04R5/033 , H04R1/10
CPC分类号： H04R3/04 , H04R1/10 , H04R5/033
摘要： The present invention discloses methods, apparatus and systems for individualizing music, audio and speech adaptively, intelligently and interactively according to a listener's personal hearing ability, unique hearing preference, characteristic feedback, and real-time surrounding environment.
摘要翻译：本发明公开了根据听众的个人听觉能力，独特的听觉偏好，特征反馈以及实时的周边环境，自动，智能地和交互地对音乐，音频和语音进行个性化的方法，装置和系统。

4. 发明申请

US20110202484A1 ANALYZING PARALLEL TOPICS FROM CORRELATED DOCUMENTS 审中-公开
标题翻译：从相关文件分析平行主题
公开(公告)号：US20110202484A1
公开(公告)日：2011-08-18
申请号：US12708053
申请日：2010-02-18
申请人： Nikolaos Anerousis , Abhijit Bose , Jimeng Sun , Duo Zhang
发明人： Nikolaos Anerousis , Abhijit Bose , Jimeng Sun , Duo Zhang
IPC分类号： G06F15/18 , G06N5/02
CPC分类号： G06N7/005
摘要： Access is obtained to a parallel corpus including a problem corpus and a solution corpus. A first plurality of topics are mined from the problem corpus and a second plurality of topics are mined from the solution corpus. A transition probability from the first plurality of topics to the second plurality of topics is determined, to identify a most appropriate one of the topics from the solution corpus for a given one of the topics from the problem corpus.
摘要翻译：获取包含问题语料库和解决方案语料库的并行语料库。从问题语料库中挖掘出第一多个主题，并从解决方案语料库中挖掘出第二个主题。确定从第一多个主题到第二多个主题的转移概率，以从问题语料库中的给定一个主题的解语料库中识别最合适的一个主题。

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