Translation Russian Cyrillic to Latin Alphabet using Random Forest Algorithm

摘要

Russian language is ranked as the sixth most spoken language in the world. It shows a high interest in the world population to use and learn the language. The Russian language has different alphabets from the Indonesian language, which is called Cyrillic. It has a different shape from the alphabet in general, which makes some obstacles to learn, understand and pronounce it‥ Currently, technology is growing fast, and it changed people's lifestyles to be more practical and mobile so that the smartphone becomes one of the society's needs. Android is one of the most used operating systems in a smartphone nowadays, so the Capture to Translate was built in android-based. Capture to Translate is a media which is designed as a solution for those problems. The system was made based on image processing, the feature extraction process, and artificial intelligence using Random Forest algorithm classification with interface Android mobile application that utilizes the camera as an input device. This system has the highest accuracy of 93.33% at one syllable, 85% at two syllables, and 84.76^{% in 3 syllables.}