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Effective and efficient document ranking without using a large lexicon

机译:有效而高效的文档排名,而无需使用大型词典

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Although a word-based method is commonly used in document retrieval, it cannot be directly applicable to languages that have no obvious word separator. Given a lexicon, itis possible to identify words in documents, but a large lexicon is troublesome to maintain and makes retrieval systems large and complicated. This paper proposes an effective and efficient ranking that does not use a large lexicon; words need not be identified during document registration because a character-based signature file is used for the access structure. A user request, during document retrieval, is statistically analyzed to generate an appropriate query, and the query is evaluated efficiently in a word-based manner using the character-based index. We also propose two optimizing techniques to accelerate retrieval.
机译:尽管基于单词的方法通常用于文档检索中,但是它不能直接应用于没有明显单词分隔符的语言。给定一个词典,可以识别文档中的单词,但是大型词典难以维护,并且使检索系统变得庞大而复杂。本文提出了一种不使用大型词典的有效而高效的排名方法。在文档注册期间无需识别单词,因为基于字符的签名文件用于访问结构。在文档检索期间,对用户请求进行统计分析以生成适当的查询,并使用基于字符的索引以基于单词的方式对查询进行有效评估。我们还提出了两种优化技术来加快检索速度。

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