Claim Missing Document
Check
Articles

Found 3 Documents
Search

Sort Filter Skyline in Movie Recommendation Based on Individual Preferences: Performance and Time Complexity Analysis Fadhilah, Alvi Nur; Cahyanto, Triawan Adi; Saifudin, Ilham
Scientific Journal of Informatics Vol. 11 No. 3: August 2024
Publisher : Universitas Negeri Semarang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.15294/sji.v11i3.8474

Abstract

Purpose: This study seeks to deliver accurate, customized movie recommendations using the Sort Filter Skyline (SFS) algorithm. The approach considers factors like budget, box office earnings, popularity, runtime, and audience ratings to align closely with each user's specific preferences. Methods: The Sort Filter Skyline (SFS) algorithm is employed, designed to identify and recommend items different from others within the dataset. Initially, the data undergoes preparation through pre-processing before being analyzed to compute entropy using the entropy formula. Before carrying out the dominance test, the SFS algorithm organizes the data based on entropy values. Result: In this research, 176 skyline objects were identified from a dataset containing 4,803 movies, including well-known titles like "Avatar" and "Titanic." The Skyline Filter Sort (SFS) algorithm pinpointed these objects within 4 seconds. Additionally, evaluation results using synthetic data, as depicted in the data visualization, revealed that the number of attributes increased from 1 to 7. The dataset size grew, and the execution time also rose—from 18 seconds to 170 minutes. Despite this increase, the algorithm demonstrated efficient performance with optimized processing times. Novelty: This study showcases the successful application of the SFS algorithm for generating personalized movie recommendations while tackling the difficulty of aligning viewer preferences with the extensive selection of films available. The findings offer important insights into enhancing recommendation systems by implementing algorithms efficiently and managing execution time complexity, contributing fresh perspectives to the field.
PEMANFAATAN APLIKASI KINEMASTER UNTUK ALAT BANTU PEMBUATAN VIDEO DALAM RANGKA MENINGKATKAN LITERASI TEKNOLOGI INFORMASI Cahyanto, Triawan; Fitriyah, Nur Qadariyah; Fadhilah, Alvi Nur; Munawaroh, Sulistyowati
INTEGRITAS : Jurnal Pengabdian Vol 7 No 1 (2023): JANUARI - JULI
Publisher : Lembaga Penelitian dan Pengabdian kepada Masyarakat - Universitas Abdurachman Saleh Situbondo

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36841/integritas.v7i1.2760

Abstract

Mayoritas lapisan masyarakat saat ini sudah memiliki gawai yang mumpuni untuk mendukung segala aktivitas sehari-hari. Hal ini tentu saja menjadi suatu keunggulan tersendiri yang dapat dimanfaatkan untuk menciptakan hal-hal yang positif sehingga dapat bermanfaat untuk seluruh individu. Literasi teknologi informasi belum semuanya mampu diperoleh masyarakat khususnya dalam hal pembuatan video. Oleh karena itu, pada kegiatan Program Kemitraan Masyarakat Stimulus ini, tim pengusul berupaya untuk memberikan pelatihan pemanfaatan aplikasi kinemaster untuk pembuatan video yang nantinya diharapkan dapat mendukung untuk pembuatan dokumentasi video terkait kegemaran atau hobi para peserta. Hal ini juga selaras dengan kebutuhan dari masyarakat yang menginginkan agar para ibu rumah tangga dapat memiliki aktivitas positif dan produktif. Kegiatan yang dilakukan secara umum terdiri dari tiga tahap, yaitu tahap sosialisasi atau pemaparan materi, tahap praktik pembuatan video dan tahap evaluasi. Setelah seluruh kegiatan berhasil terlaksana, peserta yang hadir pada kegiatan ini mengalami peningkatan pengetahuan terkait dengan pembuatan video dengan aplikasi kinemaster. Selain itu, kemampuan peserta dalam memanfaatkan sosial media juga semakin baik.
PEMANFAATAN CANGKANG KELAPA SAWIT SEBAGAI BIOBRIKET: ANALISIS POTENSI ENERGI TERBARUKAN Delianti; Choerullah, Andy; utami, Rizka; Fadhilah, Alvi Nur
Pendas : Jurnal Ilmiah Pendidikan Dasar Vol. 11 No. 01 (2026): Volume 11 No. 01, Maret 2026 Release
Publisher : Program Studi Pendidikan Guru Sekolah Dasar FKIP Universitas Pasundan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.23969/jp.v11i01.45540

Abstract

The increasing global energy demand and the depletion of fossil fuel resources have driven the development of environmentally friendly renewable energy sources. Biomass, particularly oil palm shell waste, represents a promising alternative energy source due to its abundant availability in Indonesia. This study aims to analyze the potential utilization of oil palm shells as raw materials for bio-briquettes and to evaluate the factors influencing calorific value as a key parameter of fuel quality. The method employed is a literature review of previous studies on bio-briquette production using oil palm shells with variations in raw material composition, binder content, and carbonization conditions. The results indicate that the calorific value of bio-briquettes ranges from 3816 to 7209 cal/g, with most values meeting the Indonesian National Standard (SNI >5000 cal/g). The main factors affecting calorific value include raw material composition, binder proportion, and carbonization temperature. Lower binder content and optimal carbonization temperature significantly enhance the quality of the bio-briquettes. Therefore, oil palm shells demonstrate strong potential as a renewable energy source in the form of efficient and environmentally friendly bio-briquettes.