Smart City Exploration: A Reviews-Based Place Recommendation System

Abstract: The expansion of cities has created a demand for advancedsystemsthatcanaidresidentsandtouristsinnavigating urban areas. This paper introduces a recommendation system that aims to improve the city exploration experience by utilizinga reviewbased approach. By analyzing user-generated reviews, sentiment analysis, and location/place data, the system suggests points of interest, enhancing decision-making for users [3] [4]. Thesystemusesmachinelearningmethods,suchascollaborative filteringandnaturallanguageprocessing,toanalyzeinformation. By considering both location-specific details and the sentiment conveyed in reviews, the approach guarantees that recommenda- tionsaresuitedtothespecificneedsandpreferencesoftheuser.