Hasil penelitian ini menunjukkan bahwa ditemukan beberapa persamaan sekaligus perbedaan antara Ortografi Arab Pegon Gorontalo (OAPG) dengan OAPM dan OAS. Data OAPG dianalisis dengan menggunakan teknik rekam catat, kemudian membandingkannya dengan OAPM dan OAS. Data dikumpulkan berbentuk dokumen manuskrip dari kitab dikili yang berasal dari empat kabupaten di Provinsi Gorontalo. Metode penelitian yang digunakan adalah kualitatif deskriptif dengan pendekatan linguistic kontrastif. Penelitian ini bertujuan untuk mentranskripsi tuturan yang berbentuk bunyi ke dalam bentuk tulisan Ortografi Arab Pegon Gorontalo (OAPG) dan membandingkannya dengan Ortografi Arab Pegon Melayu (OAPM) dan Ortografi Arab standar (OAS). However, a human translator is still needed since MT may not provide an adequate and effective translation as humans do. In conclusion, the Google Image Translate service helps the users configure the gist of the image. The paper shows that Google Translate made the following errors while rendering the content of images into English: mistranslation, omission, additions, wrong choice, misordering, subject-verb disagreement, and semantic errors. (2015) in analyzing the output of Google image service in terms of orthography, grammar, lexis, and semantics. The paper adopts the Linguistic Error Analysis Framework of Costa et al. Besides, it aims to identify the capacity of Google Translate in rendering Arabic signage into English effectively without the help of human translators. In this vein, the current research paper attempts to evaluate the accuracy of Google Image Translate service in rendering the texts printed on Arabic signage: banners and road and shop signs from Arabic into English. Google Translate offers a new service: translating the content of images (texts) instantly and freely into 100 languages powered by the Neural Machine Translation approach (NMT). When people travel to another country for work or leisure, they regularly need a medium to help them understand the written messages in other languages.
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