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1. 发明申请

WO2007137487A1 METHOD AND APPARATUS FOR NAMED ENTITY RECOGNITION IN NATURAL LANGUAGE 审中-公开
标题翻译：用于自然语言中的实体识别的方法和装置
公开(公告)号：WO2007137487A1
公开(公告)日：2007-12-06
申请号：PCT/CN2007/001560
申请日：2007-05-15
申请人： MATSUSHITA ELECTRIC INDUSTRIAL CO., LTD. , YAN, Pengju , SUN, Yufei , TAKASHI, Tsuzuki
发明人： YAN, Pengju , SUN, Yufei , TAKASHI, Tsuzuki
IPC分类号： G06F17/20
CPC分类号： G06F17/278 , G06F17/2785 , G06F17/289 , G06K9/222
摘要： The present invention provides a method for recognizing a named entity included in natural language, comprising the steps of: performing gradual parsing model training with the natural language to obtain a classification model; performing gradual parsing and recognition according to the obtained classification model to obtain information on positions and types of candidate named entities; performing a refusal recognition process for the candidate named entities; and generating a candidate named entity lattice from the refusal-recognition-processed candidate named entities, and searching for a optimal path. The present invention uses a one-class classifier to score or evaluate these results to obtain the most reliable beginning and end borders of the named entities on the basis of the forward and backward parsing and recognizing results obtained only by using the local features.
摘要翻译：本发明提供了一种用于识别包括在自然语言中的命名实体的方法，包括以下步骤：用自然语言执行渐进解析模型训练以获得分类模型; 根据获得的分类模型进行逐步解析和识别，获得候选名称实体的位置和类型信息; 为候选名称实体执行拒绝识别过程; 以及从拒绝识别处理的候选名称实体生成候选的名称实体格子，并搜索最佳路径。本发明使用一类分类器来评估或评估这些结果，以便根据前向和后向解析以及仅通过使用局部特征获得的结果来识别所命名实体的最可靠的开始和结束边界。

2. 发明授权

US08504357B2 Related word presentation device 有权
标题翻译：相关词汇表示设备
公开(公告)号：US08504357B2
公开(公告)日：2013-08-06
申请号：US12521927
申请日：2008-07-30
申请人： Takashi Tsuzuki , Satoshi Matsuura , Kazutoyo Takata
发明人： Takashi Tsuzuki , Satoshi Matsuura , Kazutoyo Takata
IPC分类号： G06F17/21
CPC分类号： G06F17/3064
摘要： A related word presentation device includes a program information storage unit that stores program information of each program; and an information dividing unit that generates, for each of the attributes of the words included in the program information, at least one group which includes a reference word belonging to the attribute and a set of words which co-occur with the reference word in a program. A degree-of-relevance calculating unit stores attribute-based association dictionaries each of which indicates, for the corresponding attribute of words, (i) the words and (ii) the degrees of relevance between the words calculated based on the frequency of co-occurrence in each of groups. A search condition obtaining unit obtains the search word and the attribute; a substitute word obtaining unit selects substitute words from the attribute-based association dictionary for the obtained attribute; and an output unit presents the selected substitute word.
摘要翻译：相关词表示装置包括存储每个节目的节目信息的节目信息存储单元; 以及信息划分单元，对于包括在节目信息中的单词的每个属性，生成至少一个组，其包括属于该属性的参考单词和与该参考单词共同出现的一组单词程序。相关度计算单元存储基于属性的关联字典，每个字典对于相应的单词属性指示（i）单词和（ii）基于共同的频率计算的单词之间的相关程度，发生在每组。搜索条件获取单元获取搜索词和属性; 替代词获取单元从所获得的属性的基于属性的关联词典中选择替代词; 并且输出单元呈现所选择的替代词。

3. 发明申请

US20120208161A1 MISDIAGNOSIS CAUSE DETECTING APPARATUS AND MISDIAGNOSIS CAUSE DETECTING METHOD 审中-公开
标题翻译： MISDIAGNOSIS原因检测设备和错误检测原因检测方法
公开(公告)号：US20120208161A1
公开(公告)日：2012-08-16
申请号：US13454239
申请日：2012-04-24
申请人： Kazutoyo TAKATA , Takashi Tsuzuki
发明人： Kazutoyo TAKATA , Takashi Tsuzuki
IPC分类号： G09B23/28
CPC分类号： G06Q50/22 , A61B6/5217 , A61B8/5223 , G16H40/20
摘要： An image interpretation training apparatus comprises: an image presenting unit configured to present a target image to be interpreted to a doctor; an image interpretation obtaining unit configured to obtain a first image interpretation of the target image by the doctor and image interpretation time required by the doctor for the interpretation of the target image; an image interpretation determining unit configured to determine whether the first image interpretation is correct or incorrect by comparing a definitive diagnosis on the target image and the first image interpretation obtained by the image interpretation obtaining unit; and a learning content attribute selecting unit configured to select an attribute of the learning content to be presented to the doctor based on the image interpretation time when the first image interpretation result is determined to be incorrect.
摘要翻译：图像解释训练装置包括：图像呈现单元，被配置为将要解释的目标图像呈现给医生; 图像解释获取单元，被配置为获得医生对目标图像的第一图像解释以及医生为了解释目标图像而需要的图像解释时间; 图像解释确定单元，被配置为通过比较目标图像上的确定性诊断和由图像解释获得单元获得的第一图像解释来确定第一图像解释是正确还是不正确; 以及学习内容属性选择单元，被配置为当第一图像解释结果被确定为不正确时，基于图像解释时间来选择要呈现给医生的学习内容的属性。

4. 发明授权

US08108407B2 Informationn retrieval apparatus 有权
标题翻译：信息检索装置
公开(公告)号：US08108407B2
公开(公告)日：2012-01-31
申请号：US12447333
申请日：2007-11-06
申请人： Takashi Tsuzuki , Kenji Mizutani , Kazutoyo Takata , Satoshi Matsuura
发明人： Takashi Tsuzuki , Kenji Mizutani , Kazutoyo Takata , Satoshi Matsuura
IPC分类号： G06F7/00
CPC分类号： G06F17/3064
摘要： An information retrieval apparatus, which can present to a user only a related word matching a user search intent, includes: an associative dictionary storage unit for storing words included in plural pieces of text to be searched and relevance degrees between the words; an appearance frequency storage unit for storing an appearance frequency that is the number of pieces of text in which the words stored in the associative dictionary storage unit appear, among the plural pieces of text to be searched; and a related word obtaining unit that obtains a related word to be presented to the user, from the relevance degree between the search word entered by the user and another word among the words, the appearance frequency, and the user search intent.
摘要翻译：一种信息检索装置，其仅向用户呈现与用户搜索意图相匹配的相关字，包括：关联词典存储单元，用于存储多个被搜索文本中包含的单词和单词之间的相关度; 出现频率存储单元，用于存储作为要搜索的多条文本中出现的存储在关联词典存储单元中的单词的文本数目的出现频率; 以及相关词获取单元，从用户输入的搜索词与单词中的另一个单词，出现频率和用户搜索意图之间的相关程度，获得要呈现给用户的相关单词。

5. 发明授权

US07831610B2 Contents retrieval device for retrieving contents that user wishes to view from among a plurality of contents 有权
标题翻译：用于从多个内容中检索用户希望观看的内容的内容检索装置
公开(公告)号：US07831610B2
公开(公告)日：2010-11-09
申请号：US12521926
申请日：2008-08-05
申请人： Kazutoyo Takata , Takashi Tsuzuki , Satoshi Matsuura
发明人： Kazutoyo Takata , Takashi Tsuzuki , Satoshi Matsuura
IPC分类号： G06F7/00
CPC分类号： G06F17/3064
摘要： A contents retrieval device (100) presenting an appropriate related keyword to a user even when an object user wishes to retrieve dynamically changes. The contents retrieval device (100) includes a contents estimation unit (107) retrieving contents according to a search keyword, a document space database (103) storing document spaces according to an occurrence frequency of the keyword, a document space selection unit (104) selecting a the narrowing-down document space and an expansion document space from the document space database (103) according to the search keyword and the occurrence frequency of the document space indicating a degree of relevance with the contents according to the search keyword, a related keyword estimation unit (108) selecting keywords corresponding to the narrowing-down document space and the expansion document space as a narrowing-down keyword and an expansion keyword, respectively, and an output unit displaying the selected narrowing-down and expansion keywords.
摘要翻译：一种内容检索装置（100），即使当对象用户想要动态地检索时，向用户呈现适当的相关关键字。内容检索装置（100）包括根据搜索关键字检索内容的内容估计单元（107），根据关键字的发生频率存储文档空间的文档空间数据库（103），文档空间选择单元（104）根据搜索关键词和文档空间的出现频率，根据搜索关键词，从文档空间数据库（103）中选择缩小文档空间和扩展文档空间，指示与内容相关程度的文档空间的出现频度，相关的关键词估计单元（108）分别选择与缩小文档空间相对应的关键字和扩展文档空间作为缩小关键字和展开关键字，以及输出单元，显示所选择的缩小和展开关键字。

6. 发明授权

US07813928B2 Speech recognition device, speech recognition method, and program 有权
标题翻译：语音识别装置，语音识别方法和程序
公开(公告)号：US07813928B2
公开(公告)日：2010-10-12
申请号：US11628887
申请日：2005-06-02
申请人： Yoshiyuki Okimoto , Tsuyoshi Inoue , Takashi Tsuzuki
发明人： Yoshiyuki Okimoto , Tsuyoshi Inoue , Takashi Tsuzuki
IPC分类号： G10L15/04
CPC分类号： G10L15/22 , G10L2015/0631 , G10L2015/221
摘要： A speech recognition device presenting whether a user's utterance is an unregistered word and whether the utterance should be repeated. The device includes a vocabulary storage unit (102) defining a vocabulary for speech recognition, and a speech recognition unit (101) checking the uttered speech against registered words. The device also includes a similarity calculation unit (103) calculating a similarity between the uttered speech and acoustic units, a judgment unit (104) judging, based on the check by the speech recognition unit (101) and the calculation performed by the similarity calculation unit (103), whether the uttered speech is a registered or unregistered word, an unregistered word unit (106) storing unregistered words, an unregistered word candidate search unit (105) searching the unregistered word unit (106) for unregistered word candidates, the, when the judgment unit (104) judges that the uttered speech is an unregistered word, and a display unit (107) displaying the result.
摘要翻译：一种语音识别装置，用于呈现用户的话语是否是未注册的单词，以及是否应重复发音。该设备包括定义用于语音识别的词汇表的词汇存储单元（102），以及语音识别单元（101），针对登录的单词检查发言的语音。该装置还包括计算发声语音和声音单元之间的相似度的相似度计算单元（103），判断单元（104）基于语音识别单元（101）的检查和通过相似性计算执行的计算单元（103），发言的语音是否是已注册的或未注册的字，存储未注册字的未注册字单元（106），未注册单词单元（105）搜索未注册单词候选的未注册单词候选搜索单元（105）当判断单元（104）判断发言的语音是未注册的单词时，以及显示单元（107）显示结果。

7. 发明申请

US20100100541A1 INFORMATION RETRIEVAL APPARATUS 有权
标题翻译：信息检索设备
公开(公告)号：US20100100541A1
公开(公告)日：2010-04-22
申请号：US12447333
申请日：2007-11-06
申请人： Takashi Tsuzuki , Kenji Mizutani , Kazutoyo Takata , Satoshi Matsuura
发明人： Takashi Tsuzuki , Kenji Mizutani , Kazutoyo Takata , Satoshi Matsuura
IPC分类号： G06F17/30
CPC分类号： G06F17/3064
摘要： An information retrieval apparatus, which can present to a user only a related word matching a user search intent, includes: an associative dictionary storage unit (102A) for storing words included in plural pieces of text to be searched and relevance degrees between the words; an appearance frequency storage unit (102B) for storing an appearance frequency that is the number of pieces of text in which the words stored in the associative dictionary storage unit (102A) appear, among the plural pieces of text to be searched; and a related word obtaining unit (104) that obtains a related word to be presented to the user, from the relevance degree between the search word entered by the user and another word among the words, the appearance frequency, and the user search intent.
摘要翻译：一种信息检索装置，其仅向用户呈现与用户搜索意图相匹配的相关字，包括：用于存储多个待搜索的文本中包含的单词和词之间的相关度的关联字典存储单元（102A）出现频率存储单元，用于存储作为要搜索的多条文本中出现在存储在关联字典存储单元（102A）中的字的文本数目的出现频率; 以及从用户输入的搜索词与单词中的另一个单词，出现频率和用户搜索意图之间的相关程度，获得要呈现给用户的相关单词的相关单词获取单元（104）。

8. 发明申请

US20090313234A1 CONTENT SEARCHING APPARATUS 有权
标题翻译：内容搜索设备
公开(公告)号：US20090313234A1
公开(公告)日：2009-12-17
申请号：US12095167
申请日：2007-10-30
申请人： Kazutoyo Takata , Takashi Tsuzuki , Kenji Mizutani
发明人： Kazutoyo Takata , Takashi Tsuzuki , Kenji Mizutani
IPC分类号： G06F7/10 , G06F17/30
CPC分类号： H04N7/17336 , G06F17/30817 , H04N21/4828 , H04N21/8405
摘要： A content searching apparatus facilitating a search of a content which a user desires even where relativity between a content and a keyword change includes: a content table storing unit (108) storing content tables (108a); an input unit (112) obtaining a keyword which has been selected as a selected keyword; a relevant keyword creating unit (109) calculating a relevance degree, for each of keywords, to the selected keyword, based on a target content table (108a), selecting a keyword having a predetermined relevance degree out of each of the keywords, and creating a relevant keyword out of the corresponding keywords; a variance calculating unit (106) calculating a variance value of selected keywords including the keyword when the user is confused; and a content table selecting unit (114) changing the above mentioned target content table (108a) to another content table (108a) in the case where the variance value is larger than a threshold value.
摘要翻译：一种内容搜索装置，即使内容与关键字之间的相对性改变，也能够搜索用户期望的内容，内容表存储单元（108）存储内容表（108a）; 输入单元（112），获得已被选择为所选择的关键字的关键字; 相关关键字生成部（109），基于目标内容表（108a），对每个关键字计算关键字的关联度，从每个关键字中选择具有预定相关程度的关键词，并创建一个相关关键词出来的相应关键字; 方差计算单元（106），当用户被困惑时，计算包括关键字的所选择的关键字的方差值; 以及在方差值大于阈值的情况下，将上述目标内容表（108a）改变为另一内容表（108a）的内容表选择单元（114）。

9. 发明申请

US20090052913A1 IMAGE FORMING APPARATUS AND METHOD FOR CONTROLLING THE SAME 有权
标题翻译：图像形成装置及其控制方法
公开(公告)号：US20090052913A1
公开(公告)日：2009-02-26
申请号：US12194474
申请日：2008-08-19
申请人： Takuya Kawamura , Takashi Tsuzuki , Nobuyoshi Tanaka , Yoshiyuki Hosokawa , Hirofumi Narita
发明人： Takuya Kawamura , Takashi Tsuzuki , Nobuyoshi Tanaka , Yoshiyuki Hosokawa , Hirofumi Narita
IPC分类号： G03G15/00
CPC分类号： B65H29/60 , B41J13/0036 , B41J13/009 , B41J13/106 , B65H2301/517 , B65H2513/42 , B65H2513/53 , B65H2557/352 , B65H2801/06 , G03G15/6552 , G03G2215/00599 , B65H2220/02 , B65H2220/01
摘要： An image forming apparatus includes a first sheet discharge unit, a second sheet discharge unit, a switching unit configured to cause a sheet discharge destination to switch between the first sheet discharge unit and the second sheet discharge unit, a memory unit configured to store information about drying time of a print medium, a timer unit configured to determine elapse of the drying time of the printed print medium based on the information stored in the memory unit, and a control unit configured to control the switching unit to set the first sheet discharge unit to be the sheet discharge destination based on a determination of the timer unit that a drying time of a print medium discharged to the first sheet discharge unit has elapsed.
摘要翻译：图像形成装置包括第一纸张排出单元，第二纸张排出单元，配置为使纸张排出目的地在第一纸张排出单元和第二纸张排出单元之间切换的切换单元，被配置为存储关于打印介质的干燥时间;定时器单元，被配置为基于存储在存储单元中的信息来确定打印的打印介质的干燥时间的经过;以及控制单元，被配置为控制切换单元以设置第一纸张排出单元基于定时器单元的确定已经经过了排出到第一片材排出单元的打印介质的干燥时间来作为片材排出目的地。

10. 发明申请

US20060282258A1 Association dictionary creation apparatus 有权
标题翻译：协会字典创作装置
公开(公告)号：US20060282258A1
公开(公告)日：2006-12-14
申请号：US11507639
申请日：2006-08-22
申请人： Takashi Tsuzuki , Hiroshi Kutsumi
发明人： Takashi Tsuzuki , Hiroshi Kutsumi
IPC分类号： G06F17/21
CPC分类号： G06F17/30731
摘要： An association dictionary creation apparatus is provided that is capable of easily and efficiently creating an association dictionary suiting the user's taste. The association dictionary creation unit includes: a profile storage unit that stores a profile which is information regarding the user's taste; a word selection unit that determines, every predetermined time, a word from the profile stored in the profile storage unit as an associated word search word, and further, selects words, other than the associated word search word, included in the profile as the associated word candidates; and an association degree calculation unit that calculates the degree of association between the associated word search word and each associated word candidate word selected by the word selection unit with reference to the contents stored in the contents storage unit, and when the association degree is higher than a predetermined threshold value, sets the associated word search word and the associated word candidate word as the associated word pair and stores the associated word pair and the association degree in the association dictionary storage unit in association with each other.
摘要翻译：提供了能够容易且有效地创建适合用户品味的关联字典的关联词典创建装置。关联词典创建单元包括：简档存储单元，其存储关于用户的口味的信息的简档; 单词选择单元，每个预定时间将从简档存储单元中存储的简档中的单词确定为相关联的单词搜索单词，并且还将包括在简档中的相关联的词搜索词以外的单词除外，词候选人以及关联度计算单元，其参照存储在所述内容存储单元中的内容来计算由所述单词选择单元选择的关联词搜索词和每个相关联词语候选词之间的关联程度，并且当所述关联度高于将相关联的词搜索词和相关联的词候选词设置为相关联的单词对，并将相关联的单词对和关联度存储在关联词典存储单元中，并将其相关联地存储。

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