JOURNAL OF INFORMATICS AND TELECOMMUNICATION ENGINEERING
Vol 5, No 1 (2021): EDISI JULY 2021

Minang and Indonesian Pharase-Based Statistical Machine Translation

Muhammad Sandika Alam (Telkom University)
Arie Ardiyanti Suryani (Telkom University)



Article Info

Publish Date
18 Jul 2021

Abstract

This research focuses on making a phrase based statistical machine translation for Minang – Indonesian language as well as seeing how well the machine translation results. The source of training and test data in the form of parallel corpus and monolingual corpus that taken from Minang Wikipedia language and Indonesian news website. Two test case scenario were tested in this research that based on the language model and translation model. To see how well the translation will be seen by using Bilingual Evaluation Understudy (BLEU). The result showed that the testing for the first scenario have a significant impact compare to the second scenario in terms of translation. The lack of corpus resources is a problem in building phrase-based statistical machine translation.

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Journal Info

Abbrev

jite

Publisher

Subject

Computer Science & IT Engineering

Description

JURNAL TEKNIK INFORMATIKA, JITE (Journal of Informatics and Telecommunication Engineering) is a journal that contains articles / publications and research results of scientific work related to the field of science of Informatics Engineering such as Software Engineering, Database, Data Mining, ...