Analisis Penggunaan Rooted Node dalam Bahasa Pemrograman GP 2 pada Sistem Rekomendasi Film Berbasis Knowledge Graph - Dalam bentuk pengganti sidang - Artikel Jurnal
MUHAMMAD RAMDHAN FITRA HIDAYAT

Informasi Umum

Kode

25.04.1361

Klasifikasi

000 - General Works

Jenis

Karya Ilmiah - Skripsi (S1) - Reference

Subjek

Recommender Systems

Dilihat

127 kali

Informasi Lainnya

Abstraksi

This research explores the development and optimization of a movie recommendation system through the integration of knowledge graph technology and the GP 2 graph programming language. The system aims to provide personalized movie recommendations by analyzing users’ previous ratings and preferences. While existing studies have demonstrated promising outcomes in this field, significant challenges remain, particularly regarding computational efficiency and the ability to handle large scale datasets effectively. To address these limitations, this study focuses on optimizing the knowledge graph structure through the strategic implementation of rooted nodes. The research demonstrates that this approach maintains accuracy and precision comparable to traditional non-rooted implementations while delivering substantial improvements in processing speed. The results validate the effectiveness of rooted nodes in enhancing the system’s computational efficiency, particularly when handling larger datasets. The successful development of a rooted node version of the recommendation system represents a significant advancement in the field, offering improved scalability without compromising performance. The system demonstrates consistent reliability and efficiency across varying dataset sizes, representing a significant advancement in recommendation system optimization. These findings establish a solid foundation for future research on enhancing recommendation systems using knowledge graphs and graph programming languages.

• CII1F4 - ALGORITMA PEMROGRAMAN
• CII2C2 - ANALISIS KOMPLEKSITAS ALGORITMA
• CII1B3 - LOGIKA MATEMATIKA
• CII1G3 - MATEMATIKA DISKRIT
• CII3M3 - REPRESENTASI PENGETAHUAN

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	MUHAMMAD RAMDHAN FITRA HIDAYAT
Jenis	Perorangan
Penyunting	Gia Septiana Wulandari, Nungki Selviandro
Penerjemah

Penerbit

Nama	Universitas Telkom, S1 Informatika
Kota	Bandung
Tahun	2025

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 0,00
Jenis	Non-Sirkulasi

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