Rating-based Restaurant and Food Recommendation System using Nearest Neighbor Algorithm

Abstract

Nowadays, People prefer restaurants more than for special occasions. Simultaneously, availability of many restaurants in many areas and online food ordering platforms increases the reach of restaurants and restaurant food for people. Proposing a recommendation system will help the people to identify preferred food and restaurants rather than searching a list of restaurants and food items. Recommending restaurants and food items based on people’s rating on food items shows the quality of that food item in that restaurant and increases the reliability to new users on this recommendation system as the ratings are given by public users.