Based on the substantial amount of news articles collected from the Web, and using the Bayesian naive approach, "News Classiﬁer" classiﬁes given article into one out of ten diﬀerent categories (sport.basketball, sport.football, culture, life, politics etc.). Application supports only news articles in Serbian language and will be available for Linux platform. Application is still in a development process.