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    • 2. 发明授权
    • Document categorisation system
    • 文件分类系统
    • US07971150B2
    • 2011-06-28
    • US10514470
    • 2001-09-25
    • Bhavani RaskuttiAdam Kowalczyk
    • Bhavani RaskuttiAdam Kowalczyk
    • G06F3/048
    • G06F17/3071
    • A document categorization system, including a clusterer for generating clusters of related electronic documents based on features extracted from the documents, and a filter module for generating a filter on the basis of the clusters to categorize further documents received by the system. The system may include an editor for manually browsing and modifying the clusters. The categorization of the documents is based on n-grams, which are used to determine significant features of the documents. The system includes a trend analyzer for determining trends of changing document categories over time, and for identifying novel clusters. The system may be implemented as a plug-in module for a spreadsheet application for permitting one-off or ongoing analysis of text entries in a worksheet.
    • 一种文档分类系统,包括用于基于从文档提取的特征来生成相关电子文档的集群的聚类器,以及用于基于所述集群生成过滤器以对所述系统接收的更多文档进行分类的过滤器模块。 该系统可以包括用于手动浏览和修改集群的编辑器。 文档的分类基于n-gram,用于确定文档的重要特征。 该系统包括趋势分析器,用于确定随时间变化的文档类别的趋势,以及用于识别新颖的集群。 该系统可以被实现为用于电子表格应用的插件模块,用于允许对工作表中的文本条目进行一次性或持续分析。
    • 4. 发明申请
    • Document categorisation system
    • 文件分类系统
    • US20060089924A1
    • 2006-04-27
    • US10514470
    • 2001-09-25
    • Bhavani RaskuttiAdam Kowalczyk
    • Bhavani RaskuttiAdam Kowalczyk
    • G06F17/30
    • G06F17/3071
    • A document categorisation system, including a clusterer for generating clusters of related electronic documents based on features extracted from said documents, and a filter module for generating a filter on the basis of said clusters to categorise further documents received by said system. The system may include an editor for manually browsing and modifying the clusters. The categorisation of the documents is based on n-grams, which are used to determine significant features of the documents. The system includes a trend analyzer for determining trends of changing document categories over time, and for identifying novel clusters. The system may be implemented as a plug-in module for a spreadsheet application, providing a convenient means for one-off or ongoing analysis of text entries in a worksheet.
    • 一种文档分类系统,包括用于基于从所述文档提取的特征产生相关电子文档的集群的聚类器,以及用于基于所述集群生成过滤器以对所述系统接收的更多文档进行分类的过滤器模块。 该系统可以包括用于手动浏览和修改集群的编辑器。 文档的分类基于n-gram,用于确定文档的重要特征。 该系统包括趋势分析器,用于确定随时间变化的文档类别的趋势,以及用于识别新颖的集群。 该系统可以被实现为用于电子表格应用的插件模块,为工作表中的文本条目的一次性或持续分析提供了便利的手段。