基于Huffman数据压缩的波斯语文本评价

O. Jalilian, A. Haghighat, Alireza Rezvanian
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引用次数: 8

摘要

随着近年来信息源沿web的增长,许多web服务器都被专门用于信息源的存储。到目前为止,在并行或处理的情况下,已经提出了许多方法来存储和转换网络上的信息。但数据挖掘和信息检索中数据的派生和恢复是研究人员面临的挑战之一。解决这一问题的方法之一是压缩信息资源。请注意,根据已公布的统计数据,波斯语是世界上最古老、传播最广的语言之一,而且根据它的字母类型和波斯语文本的多样性,对波斯语文本压缩的评估将是有用的。本文首先介绍了网络上各种困难和海量信息的霍夫曼压缩方法的一般方面,以及波斯语的一些特点。对波斯语文本集的选择现状进行了调查,并与波斯语、英语和阿拉伯语的实验数据集进行了比较。最后给出了实验结果。
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Evaluation of Persian text based on Huffman data compression
According to the growth of information sources in recent years along the web, many of web servers have been dedicated to the information sources storage. Until yet many methods are presented for storing and transforming information on the web in the case of paralleling or processing. But one of the researcher's challenges in derivation and restoring data in data mining and information retrievals are to face to this huge amount of information for storing. One of the solutions of this problem is compression of information resources. Notice that the published statistics, Persian language is one of the oldest and the most diffused languages all around the world and web and also according to its kind of alphabets and variety along the Persian texts, an evaluation on compression for Persian texts will be useful. First of all in this paper variety difficulties and huge amount of information on the web, general aspects of Huffman compression methods are introduced, and also some features of Persian language. The state of choosing Persian texts collections has been investigated and the result of tests in compare with some experimental datasets form Persian, English and Arabic were shown. The experimental results are given at the end of paper.
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