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Journal : Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI)

Peningkatan Akurasi Penerjemah Bahasa Daerah dengan Optimasi Korpus Paralel Sujaini, Herry
Jurnal Nasional Teknik Elektro dan Teknologi Informasi (JNTETI) Vol 7, No 1 (2018)
Publisher : Jurusan Teknik Elektro dan Teknologi Informasi, Fakultas Teknik, Universitas Gadjah Mada

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (915.229 KB) | DOI: 10.22146/jnteti.v7i1.394

Abstract

Statistical Machine Translation (SMT) quality is influenced by several factors. The most fundamental factor is quantity of corpus used as base material for building translational and language model in SMT. Quantity of corpus is a major factor in ensuring quality of the translation, but quality of corpus can not be ignored either. Checking the source and translation sentences manually in a parallel corpus of course will be very difficult and require a lot of resources. This paper reports the experimental results using a quality improvement strategy of Indonesian-Malay and Indonesia-Javanesse corpus without having to examine and correct the sentences that exist on the corpus. The filter used is the minimum value of each sentence tested by the Bilingual Evaluation Understudy (BLEU) method. Experimental results show that parallel corpus optimization can improve the level of accuracy of Indonesian-Malay translation by 6.97%and Indonesian-Javanesse translation by 5.55%.