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1. 发明授权

US08645370B2 Scoring relevance of a document based on image text 有权
标题翻译：基于图像文本评估文档的相关性
公开(公告)号：US08645370B2
公开(公告)日：2014-02-04
申请号：US12972259
申请日：2010-12-17
申请人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
发明人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30265
摘要： A method and system for determining relevance of a document having text and images to a text string is provided. A scoring system identifies image text associated with an image of the document. The scoring system calculates an image score indicating relevance of the image text to the text string. The image score may be used in many applications, such as searching, summary generation, and document classification, image search, and image classification.
摘要翻译：提供了一种用于确定具有文本和图像的文档与文本串的相关性的方法和系统。评分系统识别与文档的图像相关联的图像文本。评分系统计算指示图像文本与文本字符串的相关性的图像分数。图像分数可以用于许多应用中，例如搜索，汇总生成和文档分类，图像搜索和图像分类。

2. 发明申请

US20110087660A1 SCORING RELEVANCE OF A DOCUMENT BASED ON IMAGE TEXT 有权
标题翻译：根据图像文本对文档的相关性进行分类
公开(公告)号：US20110087660A1
公开(公告)日：2011-04-14
申请号：US12972259
申请日：2010-12-17
申请人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
发明人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30265
摘要： A method and system for determining relevance of a document having text and images to a text string is provided. A scoring system identifies image text associated with an image of the document. The scoring system calculates an image score indicating relevance of the image text to the text string. The image score may be used in many applications, such as searching, summary generation, and document classification, image search, and image classification.
摘要翻译：提供了一种用于确定具有文本和图像的文档与文本串的相关性的方法和系统。评分系统识别与文档的图像相关联的图像文本。评分系统计算指示图像文本与文本字符串的相关性的图像分数。图像分数可以用于许多应用中，例如搜索，汇总生成和文档分类，图像搜索和图像分类。

3. 发明申请

US20080215561A1 SCORING RELEVANCE OF A DOCUMENT BASED ON IMAGE TEXT 有权
标题翻译：根据图像文本对文档的相关性进行分类
公开(公告)号：US20080215561A1
公开(公告)日：2008-09-04
申请号：US11681161
申请日：2007-03-01
申请人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
发明人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30265
摘要： A method and system for determining relevance of a document having text and images to a text string is provided. A scoring system identifies image text associated with an image of the document. The scoring system calculates an image score indicating relevance of the image text to the text string. The image score may be used in many applications, such as searching, summary generation, and document classification, image search, and image classification.
摘要翻译：提供了一种用于确定具有文本和图像的文档与文本串的相关性的方法和系统。评分系统识别与文档的图像相关联的图像文本。评分系统计算指示图像文本与文本字符串的相关性的图像分数。图像分数可以用于许多应用中，例如搜索，汇总生成和文档分类，图像搜索和图像分类。

4. 发明授权

US07877384B2 Scoring relevance of a document based on image text 有权
标题翻译：基于图像文本评估文档的相关性
公开(公告)号：US07877384B2
公开(公告)日：2011-01-25
申请号：US11681161
申请日：2007-03-01
申请人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
发明人： Qing Yu , Shuming Shi , Zhiwei Li , Ji-Rong Wen , Wei-Ying Ma
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30265
摘要： A method and system for determining relevance of a document having text and images to a text string is provided. A scoring system identifies image text associated with an image of the document. The scoring system calculates an image score indicating relevance of the image text to the text string. The image score may be used in many applications, such as searching, summary generation, and document classification, image search, and image classification.
摘要翻译：提供了一种用于确定具有文本和图像的文档与文本串的相关性的方法和系统。评分系统识别与文档的图像相关联的图像文本。评分系统计算指示图像文本与文本字符串的相关性的图像分数。图像分数可以用于许多应用中，例如搜索，汇总生成和文档分类，图像搜索和图像分类。

5. 发明授权

US07698294B2 Content object indexing using domain knowledge 有权
标题翻译：使用领域知识的内容对象索引
公开(公告)号：US07698294B2
公开(公告)日：2010-04-13
申请号：US11275509
申请日：2006-01-11
申请人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
发明人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
IPC分类号： G06F17/30
CPC分类号： G06F17/30613
摘要： A content object indexing process including creating a content object knowledge index, calculating a description vector of a target content object, and indexing the target content object by searching for the description vector in the content object knowledge database. It may be difficult to search for an exact content object such as a music file or academic researcher as a conventional search index may not include related hierarchical information. A content object indexing process may add hierarchical information taken from a content object knowledge index and incorporate the hierarchical information to the index entry for a specific content object. An application of such a content object indexing process may be a world wide web search engine.
摘要翻译：内容对象索引处理包括创建内容对象知识索引，计算目标内容对象的描述向量，并通过搜索内容对象知识库中的描述向量来索引目标内容对象。可能难以搜索诸如音乐文件或学术研究者的确切内容对象，因为传统的搜索索引可能不包括相关的分层信息。内容对象索引处理可以添加从内容对象知识索引获取的分层信息，并且将分层信息并入特定内容对象的索引条目。这样的内容对象索引处理的应用可以是万维网搜索引擎。

6. 发明申请

US20070162408A1 Content Object Indexing Using Domain Knowledge 有权
标题翻译：使用域知识的内容对象索引
公开(公告)号：US20070162408A1
公开(公告)日：2007-07-12
申请号：US11275509
申请日：2006-01-11
申请人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
发明人： Wei-Ying Ma , Lie Lu , Ji-Rong Wen , Zhiwei Li , Zaiqing Nie , Hsiao-Wuen Hon
IPC分类号： G06N5/02
CPC分类号： G06F17/30613
摘要： A content object indexing process including creating a content object knowledge index, calculating a description vector of a target content object, and indexing the target content object by searching for the description vector in the content object knowledge database. It may be difficult to search for an exact content object such as a music file or academic researcher as a conventional search index may not include related hierarchical information. A content object indexing process may add hierarchical information taken from a content object knowledge index and incorporate the hierarchical information to the index entry for a specific content object. An application of such a content object indexing process may be a world wide web search engine.
摘要翻译：内容对象索引处理包括创建内容对象知识索引，计算目标内容对象的描述向量，并通过搜索内容对象知识库中的描述向量来索引目标内容对象。可能难以搜索诸如音乐文件或学术研究者的确切内容对象，因为传统的搜索索引可能不包括相关的分层信息。内容对象索引处理可以添加从内容对象知识索引获取的分层信息，并且将分层信息并入特定内容对象的索引条目。这样的内容对象索引处理的应用可以是万维网搜索引擎。

7. 发明申请

US20080313177A1 ADDING DOMINANT MEDIA ELEMENTS TO SEARCH RESULTS 有权
标题翻译：添加主要媒体元素以搜索结果
公开(公告)号：US20080313177A1
公开(公告)日：2008-12-18
申请号：US12196208
申请日：2008-08-21
申请人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
发明人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30899 , Y10S707/99933 , Y10S707/99935 , Y10S707/99945 , Y10S707/99948
摘要： A method and system for determining dominance of the media elements of display pages is provided. The dominance system provides a scoring mechanism for scoring the dominance of media elements of display pages based on features of each media element of the display page. To generate the scores for the media elements of the display page, the dominance system first identifies the media elements and then identifies the features of the media elements. The dominance system then scores the identified media elements using the provided scoring mechanism and the identified features.
摘要翻译：提供了一种用于确定显示页面的媒体元素优势的方法和系统。优势系统提供了一种评分机制，用于基于显示页面的每个媒体元素的特征来评分显示页面的媒体元素的优势。为了生成显示页面的媒体元素的分数，优势系统首先识别媒体元素，然后识别媒体元素的特征。优势系统然后使用提供的评分机制和识别的特征对所识别的媒体元素进行评分。

8. 发明授权

US07996395B2 Adding dominant media elements to search results 有权
标题翻译：添加主要媒体元素以搜索结果
公开(公告)号：US07996395B2
公开(公告)日：2011-08-09
申请号：US12196208
申请日：2008-08-21
申请人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
发明人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30899 , Y10S707/99933 , Y10S707/99935 , Y10S707/99945 , Y10S707/99948
摘要： A method and system for determining dominance of the media elements of display pages is provided. The dominance system provides a scoring mechanism for scoring the dominance of media elements of display pages based on features of each media element of the display page. To generate the scores for the media elements of the display page, the dominance system first identifies the media elements and then identifies the features of the media elements. The dominance system then scores the identified media elements using the provided scoring mechanism and the identified features.
摘要翻译：提供了一种用于确定显示页面的媒体元素优势的方法和系统。优势系统提供了一种评分机制，用于基于显示页面的每个媒体元素的特征来评分显示页面的媒体元素的优势。为了生成显示页面的媒体元素的分数，优势系统首先识别媒体元素，然后识别媒体元素的特征。优势系统然后使用提供的评分机制和识别的特征对所识别的媒体元素进行评分。

9. 发明授权

US08250067B2 Adding dominant media elements to search results 有权
标题翻译：添加主要媒体元素以搜索结果
公开(公告)号：US08250067B2
公开(公告)日：2012-08-21
申请号：US13183286
申请日：2011-07-14
申请人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
发明人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30899 , Y10S707/99933 , Y10S707/99935 , Y10S707/99945 , Y10S707/99948
摘要： A method and system for determining dominance of the media elements of display pages is provided. The dominance system provides a scoring mechanism for scoring the dominance of media elements of display pages based on features of each media element of the display page. To generate the scores for the media elements of the display page, the dominance system first identifies the media elements and then identifies the features of the media elements. The dominance system then scores the identified media elements using the provided scoring mechanism and the identified features.
摘要翻译：提供了一种用于确定显示页面的媒体元素优势的方法和系统。优势系统提供了一种评分机制，用于基于显示页面的每个媒体元素的特征来评分显示页面的媒体元素的优势。为了生成显示页面的媒体元素的分数，优势系统首先识别媒体元素，然后识别媒体元素的特征。优势系统然后使用提供的评分机制和识别的特征对所识别的媒体元素进行评分。

10. 发明申请

US20110270821A1 ADDING DOMINANT MEDIA ELEMENTS TO SEARCH RESULTS 有权
标题翻译：添加主要媒体元素以搜索结果
公开(公告)号：US20110270821A1
公开(公告)日：2011-11-03
申请号：US13183286
申请日：2011-07-14
申请人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
发明人： Ming Jing Li , Shuming Shi , Wei-Ying Ma , Zhiwei Li
IPC分类号： G06F17/30
CPC分类号： G06F17/30864 , G06F17/30899 , Y10S707/99933 , Y10S707/99935 , Y10S707/99945 , Y10S707/99948
摘要： A method and system for determining dominance of the media elements of display pages is provided. The dominance system provides a scoring mechanism for scoring the dominance of media elements of display pages based on features of each media element of the display page. To generate the scores for the media elements of the display page, the dominance system first identifies the media elements and then identifies the features of the media elements. The dominance system then scores the identified media elements using the provided scoring mechanism and the identified features.
摘要翻译：提供了一种用于确定显示页面的媒体元素优势的方法和系统。优势系统提供了一种评分机制，用于基于显示页面的每个媒体元素的特征来评分显示页面的媒体元素的优势。为了生成显示页面的媒体元素的分数，优势系统首先识别媒体元素，然后识别媒体元素的特征。优势系统然后使用提供的评分机制和识别的特征对所识别的媒体元素进行评分。

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