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Analisis Efektivitas Studi Independen (MBKM) Pada Mahasiswa Teknik Informatika Menggunakan Algoritma K-Nearest Neighbor Faqihuddin Hanif, Isa; Apoko, Tri Wintolo; Hendriana, Benny; Handayani, Isnaini; Fatayan, Arum; Irdalisa, Irdalisa
Building of Informatics, Technology and Science (BITS) Vol 6 No 1 (2024): June 2024
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47065/bits.v6i1.5401

Abstract

The Merdeka Study Program is part of the Kampus Merdeka (MBKM) policy initiated by the Minister of Education and Culture, Nadiem Makarim. Students are given the opportunity to expand their knowledge and skills, both hard and soft, through various off-campus activities. In the Informatics Engineering Study Program at UHAMKA, this program is designed to enrich learning experiences and enhance practical skills relevant to the industry. The program's effectiveness evaluation is conducted through a survey of 41 students to collect data on their experiences and perceptions. The aim is to measure the extent to which the MBKM program positively impacts student learning. The research methodology uses the K-Nearest Neighbor (KNN) algorithm to classify program effectiveness data based on several performance indicators. The analyzed data includes survey results from students who participated in the MBKM program. The research findings show that the KNN classification model has an accuracy of 93.65%, with an average precision of 94.08% and recall of 93.65%, indicating a high level of accuracy in classifying program effectiveness. Most students reported that the MBKM program is very effective in enhancing their skills and knowledge, although some felt neutral or found it less effective. This study concludes that the MBKM program is generally effective in achieving its goals, although improvements and adjustments are still needed to optimize its benefits for all students
Penerapan Prinsip Design Thinking pada UI/UX Aplikasi Mobile Renas Fashion Masruroh Syah, Luthfia; Faqihuddin Hanif, Isa; Novianti, Eka; Saidatuzzahra, Putri; Khoirunnisa; Rahmawati, Hani
Jurnal Informatika Polinema Vol. 10 No. 4 (2024): Vol. 10 No. 4 (2024)
Publisher : UPT P2M State Polytechnic of Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33795/jip.v10i4.5232

Abstract

 Perkembangan teknologi telah mengubah pola bisnis secara dramatis, tidak terkecuali dalam industri fashion. Usaha mikro, kecil, dan menengah (UMKM) seperti Renas Fashion di Citeureup, Kabupaten Bogor, kini berupaya menyesuaikan diri dengan arus digital yang tengah bergulir. Dalam rangka menghadapi tantangan ini, penelitian yang dilakukan bertujuan untuk meningkatkan efisiensi operasional Renas Fashion melalui pengembangan aplikasi mobile yang inovatif. Melalui penerapan metode Design Thinking, penelitian ini berhasil mengidentifikasi permasalahan utama Renas Fashion, yaitu proses pemesanan dan pembayaran yang masih konvensional offline. Penelitian bertujuan meningkatkan penjualan dan eksistensi toko dengan pendekatan modern, serta memberikan kemudahan kepada konsumen dalam memesan baju secara online. Tahapan penelitian meliputi identifikasi pengguna, analisis kebutuhan, prototyping, pengujian, serta penyimpulan dan saran perbaikan. Hasil penelitian ini diharapkan dapat meningkatkan efektivitas operasional Renas Fashion dan memberikan pengalaman belanja lebih memuaskan bagi konsumen. Dengan demikian, harapannya entitas bisnis tersebut dapat mengembangkan jangkauan pasar dan meningkatkan kompetitivitas di era digital. Kesimpulannya, penelitian ini diharapkan memberikan panduan berharga bagi UMKM lainnya berupaya beradaptasi dengan tren digital dalam industri fashion.
Perancangan Ui/Ux Website Safe Tangkinspec Dengan Design Thinking: Case Study Pertamina Integrated Terminal Kendari Chairunnisa, Fadhillah; Faqihuddin Hanif, Isa
Arcitech: Journal of Computer Science and Artificial Intelligence Vol. 5 No. 1 (2025): June 2025
Publisher : Institut Agama Islam Negeri (IAIN) Curup

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29240/arcitech.v5i1.13935

Abstract

This study aims to design a web-based User Interface (UI) and User Experience (UX) for the Safe Tangkinspec system as a digital solution for the inspection process of tanker vehicles at PT Pertamina Integrated Terminal Kendari. The previous inspection process, which relied on manual procedures using physical documents (hardcopy), was prone to human error, document loss, high operational costs, and delays in record-keeping. The Design Thinking methodology was applied through five stages: empathize, define, ideate, prototype, and test. This approach allowed for the identification of user needs and the development of a web-based solution with key features including digital forms, history tracking, schedule notifications, and a real-time dashboard. Usability testing using the System Usability Scale (SUS) yielded a score of 88%, categorized as “Excellent,” demonstrating that the interface is intuitive and effective for operational staff, and supports sustainable digital transformation in the energy sector. This research provides a practical contribution to the development of user-centered digital interfaces within the context of industrial infrastructure.