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1. 发明授权

US09015035B2 User modification of generative model for determining topics and sentiments 有权
标题翻译：用户修改用于确定主题和情绪的生成模型
公开(公告)号：US09015035B2
公开(公告)日：2015-04-21
申请号：US13545363
申请日：2012-07-10
申请人： Divna Djordjevic , Rayid Ghani , Marko Krema
发明人： Divna Djordjevic , Rayid Ghani , Marko Krema
IPC分类号： G06F17/21 , G06F17/30 , G06F17/27 , G06Q10/00
CPC分类号： G06F17/2765 , G06Q10/00
摘要： A generative model is used to develop at least one topic model and at least one sentiment model for a body of text. The at least one topic model is displayed such that, in response, a user may provide user input indicating modifications to the at least one topic model. Based on the received user input, the generative model is used to provide at least one updated topic model and at least one updated sentiment model based on the user input. Thereafter, the at least one updated topic model may again be displayed in order to solicit further user input, which further input is then used to once again update the models. The at least one updated topic model and the at least one updated sentiment model may be employed to analyze target text in order to identify topics and associated sentiments therein.
摘要翻译：生成模型用于开发至少一个主题模型和至少一个文本主体的情绪模型。显示至少一个主题模型，使得作为响应，用户可以提供指示对至少一个主题模型的修改的用户输入。基于所接收的用户输入，生成模型用于基于用户输入提供至少一个更新的主题模型和至少一个更新的情绪模型。此后，可以再次显示至少一个更新的主题模型以便进一步用户输入，然后进一步输入再次更新模型。可以使用至少一个更新的主题模型和至少一个更新的情绪模型来分析目标文本，以便识别其中的主题和相关联的情绪。

2. 发明申请

US20130018651A1 PROVISION OF USER INPUT IN SYSTEMS FOR JOINTLY DISCOVERING TOPICS AND SENTIMENTS 有权
标题翻译：系统中用户输入的提供，以便发现主题和感知
公开(公告)号：US20130018651A1
公开(公告)日：2013-01-17
申请号：US13545363
申请日：2012-07-10
申请人： Divna Djordjevic , Rayid Ghani , Marko Krema
发明人： Divna Djordjevic , Rayid Ghani , Marko Krema
IPC分类号： G06F17/27
CPC分类号： G06F17/2765 , G06Q10/00
摘要： A generative model is used to develop at least one topic model and at least one sentiment model for a body of text. The at least one topic model is displayed such that, in response, a user may provide user input indicating modifications to the at least one topic model. Based on the received user input, the generative model is used to provide at least one updated topic model and at least one updated sentiment model based on the user input. Thereafter, the at least one updated topic model may again be displayed in order to solicit further user input, which further input is then used to once again update the models. The at least one updated topic model and the at least one updated sentiment model may be employed to analyze target text in order to identify topics and associated sentiments therein.
摘要翻译：生成模型用于开发至少一个主题模型和至少一个文本主体的情绪模型。显示至少一个主题模型，使得作为响应，用户可以提供指示对至少一个主题模型的修改的用户输入。基于所接收的用户输入，生成模型用于基于用户输入提供至少一个更新的主题模型和至少一个更新的情绪模型。此后，可以再次显示至少一个更新的主题模型以便进一步用户输入，然后进一步输入再次更新模型。可以使用至少一个更新的主题模型和至少一个更新的情绪模型来分析目标文本，以便识别其中的主题和相关联的情绪。

3. 发明授权

US09460193B2 Context and process based search ranking 有权
标题翻译：基于上下文和流程的搜索排名
公开(公告)号：US09460193B2
公开(公告)日：2016-10-04
申请号：US13544551
申请日：2012-07-09
申请人： Rayid Ghani , Divna Djordjevic , Chad M. Cumby
发明人： Rayid Ghani , Divna Djordjevic , Chad M. Cumby
IPC分类号： G06F17/30
CPC分类号： G06F17/30654 , G06F17/30651 , G06F17/30675 , G06F17/30699 , G06F17/30867
摘要： A search ranking system may include a context mining module to determine a set of contexts based on profile of information rankable by the system and an access history of users that have accessed at least some of the information. A context detection module may compare an association of a user conducting a search with one or more of the contexts to thereby rank search results based on the comparison.
摘要翻译：搜索排名系统可以包括上下文挖掘模块，用于基于由该系统排序的信息的简档以及访问至少一些信息的用户的访问历史来确定一组上下文。上下文检测模块可以将进行搜索的用户与一个或多个上下文的关联进行比较，从而基于比较对搜索结果进行排名。

4. 发明授权

US08862583B2 Processing a reusable graphic in a document 有权
标题翻译：在文档中处理可重复使用的图形
公开(公告)号：US08862583B2
公开(公告)日：2014-10-14
申请号：US13230982
申请日：2011-09-13
申请人： Divna Djordjevic , Rayid Ghani
发明人： Divna Djordjevic , Rayid Ghani
IPC分类号： G06F17/30 , G06K9/36
CPC分类号： G06F17/24 , G06F17/30253 , G06F17/30259
摘要： A method and apparatus are provided for processing a graphic in a document so that the graphic may be reused in a different application than the one it was originally used in. For a given document, a graphic may be identified from within the document and extracted from the document. The extracted graphic may be stored in a suitable storage medium, such as a reusable graphic repository. A structural feature associated with the extracted graphic may also be extracted. The extracted graphic may then be classified based on the extracted structural feature. Furthermore, a method and apparatus are provided for generating a reusable graphic from a document.
摘要翻译：提供了一种用于处理文档中的图形的方法和装置，使得图形可以在与其最初使用的图形不同的应用中重复使用。对于给定的文档，可以从文档内部识别图形并从文件。提取的图形可以存储在合适的存储介质中，诸如可重用的图形存储库。也可以提取与提取的图形相关联的结构特征。然后可以基于所提取的结构特征对所提取的图形进行分类。此外，提供了一种用于从文档生成可重复使用的图形的方法和装置。

5. 发明申请

US20120078908A1 PROCESSING A REUSABLE GRAPHIC IN A DOCUMENT 有权
标题翻译：在文档中处理可重复的图形
公开(公告)号：US20120078908A1
公开(公告)日：2012-03-29
申请号：US13230982
申请日：2011-09-13
申请人： Divna Djordjevic , Rayid Ghani
发明人： Divna Djordjevic , Rayid Ghani
IPC分类号： G06F17/30
CPC分类号： G06F17/24 , G06F17/30253 , G06F17/30259
摘要： A method and apparatus are provided for processing a graphic in a document so that the graphic may be reused in a different application than the one it was originally used in. For a given document, a graphic may be identified from within the document and extracted from the document. The extracted graphic may be stored in a suitable storage medium, such as a reusable graphic repository. A structural feature associated with the extracted graphic may also be extracted. The extracted graphic may then be classified based on the extracted structural feature. Furthermore, a method and apparatus are provided for generating a reusable graphic from a document.
摘要翻译：提供了一种用于处理文档中的图形的方法和装置，使得图形可以在与其最初使用的图形不同的应用中重复使用。对于给定的文档，可以从文档内部识别图形并从文件。提取的图形可以存储在合适的存储介质中，诸如可重用的图形存储库。也可以提取与提取的图形相关联的结构特征。然后可以基于所提取的结构特征对所提取的图形进行分类。此外，提供了一种用于从文档生成可重复使用的图形的方法和装置。

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