中文词干的时间复杂度

SastyaHendri Wibowo, Rozali Toyib, Muntahanah Muntahanah, Yulia Darnita
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引用次数: 0

摘要

词干提取是通过分离基本词和词缀来将句子中的词根从附加词中分离出来的过程,词缀可以由前缀(prefixes)、插入(infix)和后缀(suffixes)组成。在一种语言和另一种语言之间,算法存在差异,特别是词法的词干提取过程。Rejang算法的时间复杂度根据词缀群来确定。采用制作Rejang语言数字词词典的方法,研究和分析Rejang语言的词法,找出Rejang语言词干提取算法的时间复杂度,基于对Rejang语言词法分析的结果制作Rejang语言词干提取算法,分析算法的性能,计算词干提取结果的时间复杂度。本研究的结果是产生了一种高效有效的Rejang Language词干提取算法,其效率体现在算法的时间复杂度为O(log n),其有效性体现在对9000个粘贴词的测试中准确率达到99%。该精度值表明词干过多和词干不足的过程为1%。在平均词干失败率为1%的15个文本文档上的测试结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Time complexity in rejang language stemming
Stemming is the process of separating the root word from an affixed word in a sentence by separating the base word and affixes which can consist of prefixes (prefixes), insertions (infixes), and suffixes (suffixes). Between one language and another, there are differences in the algorithm, especially the stemming process, in morphology. The time complexity of the Rejang algorithm is determined based on the affix group. To find out the time complexity of the stemming algorithm in the Rejang language using the method of making a digital word dictionary of the Rejang language, studying and analyzing the morphology of the Rejang language, making the Rejang language stemming algorithm based on the results of the Rejang language morphology analysis, analyzing the algorithm's performance and calculating the time complexity of the stemming results. The result of this research is to produce an efficient and effective Rejang Language stemming algorithm, where efficiency is indicated by the algorithm's time complexity of O(log n), and the effectiveness is shown from the results of accuracy of 99% against the test of 9000 affixed words. This accuracy value indicates that the over stemming and under stemming processes are 1%. Test results on 15 text documents with an average stemming failure rate of 1%.
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审稿时长
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