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All Journal Bridge: Jurnal Publikasi Sistem Informasi dan Telekomunikasi Mars: Jurnal Teknik Mesin, Industri, Elektro dan Ilmu Komputer
Miftah Dwi Lestari
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Computer Science & IT

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Penerapan Algoritma Genetika untuk Rekomendasi Topik Skripsi Berdasarkan Minat dan Kompetensi Mahasiswa Miftah Dwi Lestari; Siska Ade Putry; Weny Syahputri
Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi Vol. 3 No. 4 (2025): November: Bridge : Jurnal Publikasi Sistem Informasi dan Telekomunikasi
Publisher : Asosiasi Profesi Telekomunikasi Dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62951/bridge.v3i4.695

Abstract

The selection of a thesis topic that aligns with students’ interests and competencies often poses a challenge in academic environments. Inappropriate topic selection can lead to decreased motivation and delays in completing the final project. This study aims to develop a thesis topic recommendation system based on a genetic algorithm that considers students’ interests and academic abilities. The data used include grades from core courses, results of research interest questionnaires, and a list of thesis topics provided by academic supervisors. Each topic is represented as a chromosome, while the fitness function is calculated based on the level of compatibility between student attributes and topics. The selection process employs the roulette wheel method, with single-point crossover and random mutation to generate an optimal solution population. The test results show that the recommendation system based on the genetic algorithm achieves an accuracy rate of 86.7%, higher than the keyword-matching method, which only reaches 71.2%. Therefore, this approach is proven effective in assisting students to determine thesis topics that are suitable, objective, and efficient.
Perancangan Sistem Informasi Pengaduan dan Aspirasi Masyarakat Desa Berbasis Web dengan Metode Rapid Application Development (RAD) Miftah Dwi Lestari; Junaidi Junaidi; Satriandi Satriandi
Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer Vol. 4 No. 2 (2026): April : Mars: Jurnal Teknik Mesin, Industri, Elektro Dan Ilmu Komputer
Publisher : Asosiasi Riset Teknik Elektro dan Informatika Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61132/mars.v4i2.1529

Abstract

The development of information technology has encouraged improvements in public service quality, including at the village government level. In Sunggal Kanan Village, Sunggal District, Deli Serdang Regency, the process of submitting public complaints and aspirations is still carried out manually, resulting in issues related to documentation, transparency, and follow-up actions. This study aims to design and develop a web-based Village Public Complaint and Aspiration Information System using the Rapid Application Development (RAD) method. The RAD method was chosen because it emphasizes fast system development through iterative stages involving active user participation, namely Requirements Planning, User Design, Construction, and Cutover. Data collection techniques included observation, interviews, and literature studies. The developed system provides features such as user registration and login, complaint and aspiration submission forms, report status tracking, and an admin dashboard for managing and following up on reports. The results show that the system improves efficiency, transparency, and accountability in managing public aspirations. Through this system, citizens can submit reports online without visiting the village office and monitor their report status in real time. The implementation of the RAD method proved effective in delivering a system that meets user needs within a relatively short development time.
Co-Authors Junaidi Junaidi Satriandi Satriandi Siska Ade Putry Weny Syahputri