Abstract: Semantic map is defined as a complex network of words or phrases which are related in predefined way. To search related words or phrases for a given English word from a large database of English language is a massy process of comparison for a computer. Each time to search desired set of words or phrases requires amount of computer processing if the search database is large enough and it is necessary to obtain some kind of solution that makes searching efficient and making maximum usage of the computer. The words and phrases may be related using synonyms, antonyms or homophones which are the words which have similar pronunciation but different spellings and meanings.