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All Journal Jurnal Mandiri IT Technologica
Prasetyo, Rizky Tito
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Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Library & Information Science Mathematics

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Enhancing application design for integrated evaluation through user-centered prototyping with figma Tiana, Ade Hikma; Prasetyo, Rizky Tito; Yulistiawan, Bambang Saras; Masruriyah, Anis Fitri Nur
Jurnal Mandiri IT Vol. 14 No. 2 (2025): October: Computer Science and Field
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/mandiri.v14i2.462

Abstract

This study developed an integrated evaluation application using a User-Centered Design (UCD) approach combined with user-centered prototyping via Figma, aiming to improve academic service management in educational institutions. The application focused on four main features: service request submission, complaint reporting, lecturer evaluation, and a knowledge base for self-service solutions. Requirements were gathered through questionnaires and interviews with students, lecturers, and faculty leaders to ensure the design met user needs. The prototype was iteratively refined based on quantitative and qualitative evaluations using Likert scale questionnaires. Results showed high user satisfaction with an average score of 4.41, indicating excellent usability, visual appeal, and feature relevance. Thematic analysis highlighted key themes of ease of use, interface consistency, and system security. The integrated UCD and Figma prototyping approach proved effective in producing an adaptive, interactive, and user-friendly application design that supports continuous improvement in academic services.
Pemodelan topik Dokumen Tesis menggunakan Metode Latent dirichlet allocation Mardiah, Mardiah; Masruriyah, Anis Fitri Nur; Tiana, Ade Hikma; Prakoso, Bobby Suryo; Prasetyo, Rizky Tito; Ardika, Sanggi Bayu
Technologica Vol. 5 No. 1 (2026): Technologica
Publisher : Green Engineering Society

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55043/technologica.v5i1.376

Abstract

Penelitian merupakan suatu langkah yang dilakukan untuk mengembangkan ilmu pengetahuan dan mencari kebenaran. Dasar dalam melakukan penelitian adalah membaca dokumen penelitian sebelumnya. Namun, pencarian dokumen penelitian yang saling berhubungan seringkali membutuhkan banyak waktu. Maka, dibutuhkan pemodelan topik yang dapat mengelompokkan dokumen  berdasarkan topiknya agar membantu peneliti dalam melaksanakan tugasnya. Penelitian ini menggunakan metode Latent dirichlet allocation untuk memodelkan topik dalam dokumen, dan menggunakan perhitungan nilai coherence untuk menentukan jumlah topik yang akan dimodelkan. Hasil analisis menunjukkan bahwa pemodelan topik dengan metode Latent dirichlet allocation berhasil membagi 340 dokumen tesis dalam 5 topik utama dengan nilai coherence yaitu 0.445. Karakteristik yang terdapat dalam tiap topik merupakan bidang kajian tertentu yaitu sistem informasi, kebakaran lahan, bioinformatika, pengolahan citra, dan robotika. Hasil yang didapatkan menunjukkan metode LDA telah berhasil mengelompokkan dokumen dalam kesamaan topik atau kajian tertentu.
Co-Authors Ardika, Sanggi Bayu Bambang Saras Yulistiawan Fitri Nur Masruriyah, Anis Mardiah Mardiah Prakoso, Bobby Suryo Tiana, Ade Hikma