Article Per Year (5 Year)
p-Index From 2021 - 2026
0.444
P-Index
This Author published in this journals
All Journal Journal Of Artificial Intelligence And Software Engineering Jurnal Informatika Dan Tekonologi Komputer
Nibras Faiq Muhammad
Universitas Duta Bangsa
Computer Science & IT Control & Systems Engineering Other

Published : 2 Documents Claim Missing Document
Claim Missing Document
Check
Articles

Found 2 Documents
Search

 1 
Analysis of Donor Behavior Based on Donation Patterns in the Nur Hidayah Foundation. Affandi Catur Pamungkas; Herliyani Hasanah; Nibras Faiq Muhammad
Journal of Artificial Intelligence and Software Engineering Vol 6, No 2 (2026): Juni (OnProgress)
Publisher : Politeknik Negeri Lhokseumawe

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30811/jaise.v6i2.9218

Abstract

The increasing amount of donation data requires a data analysis process to identify information patterns that can be utilized to support decision-making. The problem in donation data management at Yayasan Nur Hidayah is the absence of data utilization to identify donor behavior patterns based on donation time, donation amount, and donation location. Therefore, this study aims to implement the Apriori algorithm to discover relationships among donation data through the association rule process. The research method used is Knowledge Discovery in Databases (KDD), which consists of data selection, preprocessing, transformation, data mining, and evaluation stages. The data used consisted of 50 donation transactions with attributes including donation date, donation amount, and donation location. The analysis process was carried out using the Apriori algorithm by measuring support and confidence values to generate association rules. The results showed that the Apriori algorithm successfully identified relationship patterns among donation data. The association rule with the highest confidence value was found in the pattern “TD3 → Mid-Month” with a confidence value of 84.61%, indicating that donation transactions at the TD3 donation location tended to occur in the middle of the month. The results of this study can be utilized as a basis for decision support in determining more effective and data-driven donation fundraising strategies.
Prototipe Aplikasi Mobile SmartKuliner untuk Promosi dan Edukasi Produk UMKM Kuliner Kreatif dengan Pendekatan Cross-Platform Pramono Pramono; Nibras Faiq Muhammad
Jurnal Informatika Dan Tekonologi Komputer (JITEK) Vol. 5 No. 3 (2025): November : Jurnal Informatika dan Tekonologi Komputer
Publisher : Lembaga Pengembangan Kinerja Dosen

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55606/jitek.v5i3.8341

Abstract

The culinary creative sector within Micro, Small, and Medium Enterprises (MSMEs) plays a vital role in supporting the local economy, yet its development is constrained by limited digital marketing and insufficient product education. This research introduces SmartKuliner, a cross-platform mobile application prototype intended to strengthen digital promotion and consumer learning for culinary MSMEs. Developed using the Research and Development (R&D) method with a prototyping approach, the application features interactive multimedia such as product catalogs, educational materials, and branding support. Usability evaluation through the System Usability Scale (SUS) confirmed its practicality and ease of use. The results show that SmartKuliner provides MSMEs with an accessible tool to expand market opportunities and enhance product knowledge.
Co-Authors Affandi Catur Pamungkas Hasanah, Herliyani Pramono