Personalized Travel Itinerary Generator System

The Travel Itinerary Generator is designed to make vacation planning more efficient by considering individual preferences. By using details like destination, budget, and interests provided by users, the system creates personalized travel plans. Users can specify preferences for hotel amenities and food, and the system then recommends five hotels, two daily attractions, and dining options. Utilizing a data science pipeline that includes web scraping, data analysis, user profiling, and three recommendation algorithms (Restricted Boltzmann Machine, Alternating Least Squares, and a hybrid model), this innovative system streamlines itinerary creation while also providing valuable insights into the integration of data-driven methodologies.