IMPLEMENTASI DECISSION TREE ALGORITMA ID3 UNTUK REKOMENDASI PENYEWAAN PERLENGKAPAN OUTDOOR PADA BEKANTAN OUTDOOR BERBASIS WEB

Fauzi, Rahmad Rizky (2024) IMPLEMENTASI DECISSION TREE ALGORITMA ID3 UNTUK REKOMENDASI PENYEWAAN PERLENGKAPAN OUTDOOR PADA BEKANTAN OUTDOOR BERBASIS WEB. S1 Teknik Informatika thesis, STMIK Widya Cipta Dharma.

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Abstract

Dengan mengimplementasikan algoritma decision tree ID3 secara berbasis web, Bekantan Outdoor dapat menyediakan layanan rekomendasi secara langsung kepada pelanggan melalui platform online. Ini memungkinkan pelanggan untuk dengan mudah menemukan perlengkapan yang sesuai dengan kebutuhan mereka tanpa harus secara manual menelusuri banyak opsi. Proses implementasi decision tree ID3 melibatkan pengumpulan data pelanggan, termasuk preferensi dan kebiasaan mereka dalam kegiatan outdoor. Data ini dapat digunakan untuk melatih model decision tree ID3 sehingga dapat memberikan rekomendasi yang lebih akurat seiring berjalannya waktu. Hasil dari penelitian ini berupa daftar penilaian rekomendasi perlengkapan outdoor berdasarkan kriteria pilihan, dan diharapkan dapat membantu pelanggan dalam memilih perlengkapan yang dibutuhkan. ============================================================ By implementing the web-based ID3 decision tree algorithm, Bekantan Outdoor can provide recommendation services directly to customers via an online platform. This allows customers to easily find equipment that suits their needs without having to manually navigate through many options The ID3 decision tree implementation process involves collecting customer data, including their preferences and habits in outdoor activities. This data can be used to train the ID3 decision tree model so that it can provide more accurate recommendations over time. The results of this research are in the form of an assessment list of recommended outdoor equipment based on selection criteria, and it is hoped that it can help customers in choosing the equipment they need.

Item Type:	Thesis (S1 Teknik Informatika)
Additional Information:	Pembimbing 1 : Ita Arfyanti, S.Kom., M.M Pembimbing 2 : Muhammad Fahmi, S.Kom., M.Kom
Uncontrolled Keywords:	Outdoor, Decision Tree, ID3
Subjects:	Q Science > QA Mathematics > QA76 Computer software
Divisions:	Teknik Informatika
Depositing User:	Rahmad Rizky Fauzi
Date Deposited:	16 Feb 2024 08:09
Last Modified:	16 Feb 2024 08:09
URI:	http://repository.wicida.ac.id/id/eprint/5268

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