Ranking Analysis of Tourist Destinations in Jakarta Using Collaborative Filtering Method

Abstract

The high workload coupled with advances in technology means that employees sit all day in front of computers. This can result in stress and mental fatigue. Traveling can relieve soreness from sitting too much and make the heart happy. Indonesia is a country rich in tourist attractions. Jakarta as the capital of Indonesia itself has at least 1,016 recreation and entertainment locations. A recommendation system can be a solution to make it easier to choose tourist destinations that suit user interests and preferences. This research was created to provide users with a list of tourist destination choices based on collaborative filtering and provide method accuracy values with RMSE. The results of this research are that the system is proven to be able to provide tourist destination references for users and shows an RMSE value of 0.34. This value still shows that there is an error in the method's predictions. There is still a lot of development that can be done so that this system has more features and wider uses.