Sistem Rekomendasi Pada Aplikasi Wisata Mangunan Menggunakan Metode Content Based Filtering

Fahmi Majid, Fahmi (2023) Sistem Rekomendasi Pada Aplikasi Wisata Mangunan Menggunakan Metode Content Based Filtering. Naskah Publikasi Skripsi.

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Abstract

Mangunan is a village located in Dlingo, Bantul, Yogyakarta. This village become one of the popular tourist village in Yogyakarta with the beautiful natural tourist destination at an altitude of 150-200 masl. The need for technology such as smartphone and internet are force the spread of tourism information to utilize the growth of technology to make the information can accessed by tourist easily, fast, and eficient. However, there is no application for smartphone that specifically provides the information about tourism destination in Mangunan. Based on those problems, a Mangunan tourism application was made using Dart as the programming language and Flutter as the framework. The services from Mapbox also deployed in this application to show a map and navigation for tourist. Moreover a reccomendation system will be built in this app using content based filtering as the methods and implementing TF-IDF and cosine similarity algorithms. The result of this research is an android application that used to provide information about tourism destination in Mangunan. This application also will give 5 reccomendation of tourism destination based on user preferences. After doing a test to the reccomendation system using precision method, the accuracy of reccomendation system using 10 data sample reach 96% which mean if the accuracy level of reccomendation system is high. Keywords - Mangunan Tourism App, Reccomendation System, Content Based Filtering

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