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Applying of Quranic Glossary Approach to Improve Indonesian Qur'an Translation Search Engine Performance

机译:应用古兰经术语术语改善印度尼西亚古兰语翻译中搜索引擎性能

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This study aims to build a search engine for the Indonesian translation of the Qur'an by implementing the term weighting method and the relevance of quranic glossary. The TF-IDF method is a word weighting method used in this study. The search system is built through several stages, including building corpus, text preprocessing, term weighting, indexing, and ranking. Based on the results of tests with recall & precision, the average indicates that the use of TF-IDF and Qur'anic Glossary has good performance. The test results show an average recall value of 79.3% and an average precision value of 42.5%. Compared to search without quranic glossary that has a recall average value of 62.9% and a precision value of 70.9%.
机译:本研究旨在通过实施术语加权方法和古兰经词汇表的相关性来建立古安安印度尼西亚语翻译的搜索引擎。 TF-IDF方法是本研究中使用的单词加权方法。搜索系统由多个阶段构建,包括构建语料库,文本预处理,术语加权,索引和排名。基于召回和精度的测试结果,平均值表明使用TF-IDF和Qur'ic词汇表具有良好的性能。测试结果显示平均召回值79.3%,平均精度值为42.5%。与没有古老术语的搜索相比,召回平均值为62.9%,精度值为70.9%。

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