Currently, there are people looking to rent out rooms or venues for various activities, but they still lack a channel for promotion or a system for managing rentals. Therefore, we have developed a web application for booking venues that helps users search for and book locations conveniently, along with a GPS navigation system to guide users to their reserved places.This system also applies machine learning to recommend types of venues suitable for user interests by analyzing the usage behavior of each individual user.