Division of Research DIU

Scopus Indexed Publications

Title: Restaurant Recommendation System in Dhaka City using Machine Learning Approach

Abstract: Due to the huge explanation of artificial intelligence, machine learning technology is being used in various areas of our day-to-day life. In Dhaka city, there are lots of Restaurants. Sometimes many of us face a scenario where we go to a restaurant and order some food but the food is not that good or the price of the food is very high as compared to other restaurants. Apart from this, another major problem is the location of the restaurant. We cannot find the best restaurants around us based on our preferences. This research proposed a model by using a machine learning algorithm that will be able to suggest a suitable restaurant based on the user’s criteria. We have collected Dhaka city’s restaurant’s data from various websites, then we have used Weight-based score calculation and cosine similarity matrix to build our machine learning model. This recommendation system will also suggest similar restaurants based on the user’s selected restaurants.

Keywords: Recommendation System , Content-Based Filtering , Machine Learning , Dhaka City

Journal or Conference Name: 2021 10th International Conference on System Modeling & Advancement in Research Trends (SMART)