Abstract- Most of the digital information is available in English language. However, Indonesia people do not be use English as the daily conversation. This makes the English proficiency of most Indonesia becomes very low. To overcome this situation, the development of machine Translation (MT) is needed which maps English words into Indonesian words mapping. This paper proposed an MT technique using statistical approach to solve the problem. By using the technique, the English-Indonesian Translation of a source word becomes more adaptable to the world context within a sentence.