全文检索系统中的压缩编码

Alistair Moffat, J. Zobel
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引用次数: 42

摘要

Witten, Bell和Nevill(见同上,第23页,1991)描述了用于全文检索系统的压缩模型。作者讨论了使用相同模型的其他编码方法,并给出了结果,表明他们的方案产生几乎相同的压缩,并且解码速度提高了40倍以上。其实现的主要特点之一是完全没有算术编码;这在一定程度上是高速度的原因。该实现还特别适合于慢速设备,如CD-ROM,因为查询的回答需要对查询中的每个术语进行一次磁盘访问,对每个答案进行一次磁盘访问。所有的单词和数字都有索引,没有停止词。他们建立了两个压缩数据库。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coding for compression in full-text retrieval systems
Witten, Bell and Nevill (see ibid., p.23, 1991) have described compression models for use in full-text retrieval systems. The authors discuss other coding methods for use with the same models, and give results that show their scheme yielding virtually identical compression, and decoding more than forty times faster. One of the main features of their implementation is the complete absence of arithmetic coding; this, in part, is the reason for the high speed. The implementation is also particularly suited to slow devices such as CD-ROM, in that the answering of a query requires one disk access for each term in the query and one disk access for each answer. All words and numbers are indexed, and there are no stop words. They have built two compressed databases.<>
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