Furthermore, the situation on the roads evolve and this demands timeliness of public transportation information. We want to tackle this problem in the context of cities of developing countries like India, which lacks basic instrumentation to track road conditions or vehicle location. Our solution extends a public transportation recommender working only with static schedule information to utilize SMS messages about road conditions sent by city authorities. Our solution consists of: (a) extracting events from traffic alert messages,