印尼词干词缀的灵活分类

Reina Setiawan, A. Kurniawan, W. Budiharto, I. H. Kartowisastro, Harjanto Prabowo
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引用次数: 25

摘要

词干提取是通过去掉单词的词缀派生出基本单词的过程。词干提取与基本词或引理和次引理密切相关。印尼语的引理和次引理是在外来语或印尼语传统语言中成长和吸收的。我们的方法通过灵活的词缀分类提供了提取印尼语词干的简便方法。因此,附加词缀可以很容易地使用。我们对1704个文本文档进行了实验,其中包含255,182个标记和3,648个单词。在这个实验中,我们将我们的方法性能与固定剥离方法性能进行比较。结果表明,我们的性能可以覆盖前缀剥离方法在词干重复词提取上的失败。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Flexible affix classification for stemming Indonesian Language
The stemming is the process to derive the basic word by removing affix of the word. The stemming is tightly related to basic word or lemma and the sub lemmas. The lemma and sub lemma of Indonesian Language have been grown and absorb from foreign languages or Indonesian traditional languages. Our approach provides the easy way of stemming Indonesian language through flexibility affix classification. Therefore, the affix additional can be applied in easy way. We experiment with 1,704 text documents with 255,182 tokens and the stemmed words is 3,648 words. In this experiment, we compare our approach performance to the confix-stripping approach performance. The result shows that our performance can cover the failure in stemming reduplicated words of confix-stripping approach.
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