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Analysis of Link Graph Compression Techniques

机译:链接图压缩技术分析

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摘要

Links between documents have been shown to be useful in various Information Retrieval (IR) tasks - for example, Google has been telling us for many years now that the PageRank authority measure is at the heart of its relevance calculations. To use such link analysis techniques in a search engine, special tools are required to store the link matrix of the collection of documents, due to the high number of links typically involved. This work is concerned with the application of compression to the link graph. We compare several techniques of compressing link graphs, and conclude on speed and space metrics, using various standard IR test collections.
机译:已显示文档之间的链接在各种信息检索(IR)任务中很有用-例如,Google多年来一直在告诉我们,PageRank权限度量是其相关性计算的核心。为了在搜索引擎中使用这种链接分析技术,由于通常涉及大量链接,因此需要专用工具来存储文档集合的链接矩阵。这项工作与压缩对链接图的应用有关。我们比较了几种压缩链接图的技术,并使用各种标准的IR测试集合总结了速度和空间指标。

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