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    • 2. 发明授权
    • Method for ranking documents in a hyperlinked environment using
connectivity and selective content analysis
    • 使用连接性和选择性内容分析在超链接环境中对文档进行排序的方法
    • US6112203A
    • 2000-08-29
    • US58577
    • 1998-04-09
    • Krishna Asur BharatMonika R. Henzinger
    • Krishna Asur BharatMonika R. Henzinger
    • G06F17/21G06F17/30
    • G06F17/30864G06F17/218Y10S707/99933Y10S707/99935Y10S707/99943
    • In a computerized method, a set of documents is ranked according to their content and their connectivity by using topic distillation. The documents include links that connect the documents to each other, either directly, or indirectly. A graph is constructed in a memory of a computer system. In the graph, nodes represent the documents, and directed edges represent the links. Based on the number of links connecting the various nodes, a subset of documents is selected to form a topic. A second subset of the documents is chosen based on the number of directed edges connecting the nodes. Nodes in the second subset are compared with the topic to determine similarity to the topic, and a relevance weight is correspondingly assigned to each node. Nodes in the second subset having a relevance weight less than a predetermined threshold are pruned from the graph. The documents represented by the remaining nodes in the graph are ranked by connectivity based ranking scheme.
    • 在计算机化方法中,通过使用主题蒸馏,根据其内容和连接性对一组文档进行排名。 文档包括直接或间接地将文档相互连接的链接。 在计算机系统的存储器中构建图形。 在图中,节点表示文档,有向边代表链接。 基于连接各种节点的链接的数量,选择文档的一部分以形成主题。 基于连接节点的有向边的数量来选择文档的第二子集。 将第二子集中的节点与主题进行比较以确定与主题的相似性,并且将相关权重相应地分配给每个节点。 具有小于预定阈值的相关权重的第二子集中的节点从图中剪除。 由图中的剩余节点表示的文档通过基于连接的排序方案进行排名。
    • 3. 发明授权
    • Method for ranking hyperlinked pages using content and connectivity analysis
    • 使用内容和连接性分析对超链接页进行排序的方法
    • US06738678B1
    • 2004-05-18
    • US09007635
    • 1998-01-15
    • Krishna Asur BharatMonika R. Henzinger
    • Krishna Asur BharatMonika R. Henzinger
    • G05B1302
    • G06F17/30864Y10S707/99933Y10S707/99934Y10S707/99935Y10S707/99937Y10S707/99943
    • A computerized method determines the ranking of documents including information content. The present method uses both content and connectivity analysis. An input set of documents is represented as a neighborhood graph in a memory. In the graph, each node represents one document, and each directed edge connecting a pair of nodes represents a linkage between the pair of documents. The input set of documents represented in the graph is ranked according to the contents of the documents. A subset of documents is selected from the input set of documents if the content ranking of the selected documents is greater than a first predetermined threshold. Nodes representing any documents, other than the selected documents, are deleted from the graph. The selected subset of documents is ranked according the linkage of the documents, and an output set of documents exceeding a second predetermined threshold is selected for presentation to users.
    • 计算机化方法确定包括信息内容在内的文件的排名。 本方法使用内容和连接性分析。 输入的一组文档在存储器中表示为邻域图。 在图中,每个节点表示一个文档,并且连接一对节点的每个有向边代表一对文档之间的链接。 图中表示的输入文档集合根据文档的内容进行排序。 如果所选择的文档的内容排序大于第一预定阈值,则从文档的输入集中选择文档的子集。 代表所选文件以外的任何文件的节点从图中删除。 所选择的文档子集根据文档的链接进行排序,并且选择超过第二预定阈值的文档的输出集合以呈现给用户。
    • 4. 发明授权
    • Method for ranking hyperlinked pages using content and connectivity analysis
    • 使用内容和连接性分析对超链接页进行排序的方法
    • US07117206B1
    • 2006-10-03
    • US10429237
    • 2003-05-05
    • Krishna Asur BharatMonika R. Henzinger
    • Krishna Asur BharatMonika R. Henzinger
    • G06F17/30
    • G06F17/30864Y10S707/99933Y10S707/99934Y10S707/99935Y10S707/99937Y10S707/99943
    • A computerized method determines the ranking of documents including information content. The present method uses both content and connectivity analysis. An input set of documents is represented as a neighborhood graph in a memory. In the graph, each node represents one document, and each directed edge connecting a pair of nodes represents a linkage between the pair of documents. The input set of documents represented in the graph is ranked according to the contents of the documents. A subset of documents is selected from the input set of documents if the content ranking of the selected documents is greater than a first predetermined threshold. Nodes representing any documents, other than the selected documents, are deleted from the graph. The selected subset of documents is ranked according the linkage of the documents, and an output set of documents exceeding a second predetermined threshold is selected for presentation to users.
    • 计算机化方法确定包括信息内容在内的文件的排名。 本方法使用内容和连接性分析。 输入的一组文档在存储器中表示为邻域图。 在图中,每个节点表示一个文档,并且连接一对节点的每个有向边代表一对文档之间的链接。 图中表示的输入文档集合根据文档的内容进行排序。 如果所选择的文档的内容排序大于第一预定阈值,则从文档的输入集中选择文档的子集。 代表所选文件以外的任何文件的节点从图中删除。 所选择的文档子集根据文档的链接进行排序,并且选择超过第二预定阈值的文档的输出集合以呈现给用户。