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Distributed Document Sharing with Text Classification over Content-Addressable Network

机译:分布式文档共享与内容可寻址网络的文本分类

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Content-addressable network is a scalable and robust distributed hash table providing distributed applications to store and retrieve information in an efficient manner. We consider design and implementation issues of a document sharing system over a content-addressable overlay network. Improvements and their applicability on a document sharing system are discussed. We describe our system prototype in which a hierarchical text classification approach is proposed as an alternative hash function to decompose dimensionality into lower dimensional realities. Properties of hierarchical document categories are used to obtain probabilistic class labels which also improves searching accuracy.
机译:内容可寻址网络是可伸缩且坚固的分布式哈希表,提供分布式应用程序以以有效的方式存储和检索信息。 我们考虑通过内容可寻址覆盖网络的文档共享系统的设计和实现问题。 讨论了在文件共享系统上的改进及其适用性。 我们描述了我们的系统原型,其中提出了分层文本分类方法作为替代哈希函数,以将维度分解为更低的维度。 分层文档类别的属性用于获得概率类标签,该类标签也提高了搜索精度。

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