Location Based Restaurant Recommendation System (RECOSYS) Using Sentimental Analysis
Sourav Khot, Rajesh K. Dhumal, Tejwant Singh · 2023
RECOSYS is a customer-centric recommendation system that utilizes textual reviews from Google Maps to generate new star ratings and provide personalized recommendations. By performing sentiment analysis on the reviews, the system extracts sentiment polarity, enabling the generation of accurate star ratings. Additionally, RECOSYS includes a user interface that recommends the top 10 restaurants based on the user's location, enhancing the dining experience in Pune City. The system's integration of sentiment analysis and location-based recommendations offers users valuable insights and helps them make informed choices when selecting restaurants in the city.