The Roshni, FIRE2011, and Shahril databases were used in this study. Using this method, the accuracy rates of English, Persian and Urdu datasets were improved by 6.60%, 9.93%, and 14.02%, respectively. The query-wise test showed that the scheme detected the relevant keywords which were real...