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    • 2. 发明申请
    • Data Classification Pipeline Including Automatic Classification Rules
    • 数据分类管理包括自动分类规则
    • US20100274750A1
    • 2010-10-28
    • US12427755
    • 2009-04-22
    • Paul Adrian OlteanClyde LawJudd HardyNir Ben-ZviRan Kalach
    • Paul Adrian OlteanClyde LawJudd HardyNir Ben-ZviRan Kalach
    • G06N5/02
    • G06F16/16G06F16/122
    • Described is a technology in which data items (e.g., files) are processed through an extensible data processing pipeline, including a classification pipeline, to facilitate management of the data items based upon their classifications. A discovery module locates data items to process. An independent classification pipeline obtains metadata (properties) associated with each discovered data item, and one or more classifiers classify the data item based on the metadata. An independent policy module applies policy to each data item based upon its classification. Multiple classifiers may be invoked, based upon various criteria. Predefined ordering of the classifiers, authoritative classifiers and/or an aggregation mechanism handle any classification conflicts. Different types of classifiers may be provided, and each classifier may correspond to automatic classification rules; the classifier may directly change a property, (e.g., set the classification) or return a result to a corresponding rule mechanism for changing a property.
    • 描述了一种技术,其中通过包括分类流水线的可扩展数据处理流水线处理数据项(例如文件),以便于基于它们的分类来管理数据项。 发现模块定位要处理的数据项。 独立分类管道获取与每个发现的数据项相关联的元数据(属性),并且一个或多个分类器基于元数据对数据项进行分类。 独立的策略模块根据分类对每个数据项应用策略。 可以基于各种标准来调用多个分类器。 分类器,权威分类器和/或聚合机制的预定义排序可以处理任何分类冲突。 可以提供不同类型的分类器,并且每个分类器可以对应于自动分类规则; 分类器可以直接改变属性(例如,设置分类)或将结果返回到用于改变属性的相应规则机制。