Location Based Personalized Restaurant Recommendation System

Location Based Personalized Restaurant Recommendation System

Priyanka Prakash 2000300100167

Indraprastha Engineering College Ghaziabad, India priyankaprakash410@gmail.com

Anurag Kumar Kaushal 2000300100040

Indraprastha Engineering College Ghaziabad, India anshrag101@gmail.com

Ankit Kumar Maurya 2000300100028

Indraprastha Engineering College Ghaziabad, India mauryaankit804@gmail.com

Abstract—Restaurant recommendation system is a very popular service whose accuracy and sophistication keeps increasing every day. With the advent of smartphones, web 2.0 and internet services like 5G, this has become accessible by every consumer. In this paper, we present a personalized location based restaurant recommendation system integrated in mobile technology. It ubiquitously studies the user’s behavioral pattern of visiting restaurant using a Machine Learning algorithm. We also address the issues faced by today’s recommendation systems and propose methods to rectify it.

Keywords—Machine Learning; Recommendation System; Location Based Service; M-commerce; foursquare;