In this era, the society is facing massive increase in information which is being shared through smart-devices on internet. Due to this large amount of information being generated every day, users are unable of utilizing this information because they are not aware of the availability and accessibility of the required information. In the similar manner, text of news articles is being produced in a huge amount on daily basis and it makes it difficult for users to choose and find out the desired news articles. Recommender system is a solution to this problem. A recommender system helps a user to find out the desired information which is most suitable to the user.