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HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi
Published by Sekolah Tinggi Manajemen Informatika Komputer Uyelindo Kupang
ISSN : 23375280     EISSN : 26207427     DOI : 10.52972
Core Subject : Science,
Computer Science & IT
Jurnal Jurnal High education of organization archive quality Teknologi Informasi merupakan Jurnal Ilmiah untuk menampung hasil penelitian yang berhubungan dengan bidang sains dan teknologi. Bidang penelitian yang dimaksud meliputi : Artificial Intelligence and Application, Business Intelligence, Cloud and Grid Computing, Computer Networking & Security, Computer-Based Multimedia Retrievel, Datawarehouse & Data Mining, Decision Support System, Enterprise System,(SCM, ERP, CRM), E-System (E-Business, E-Commerce, E-Government, E-Health), Expert & Knowledge-Based System, Fuzzy Logic, Genetic Algorithms, Geographics Information System, Human-Computer Interaction, Image Processing, Information Retrieval, Information System, IT Governance, Knowledge Management, Mobile Computing & Application, Multimedia System, Neural Networks, Open Source System & Technology, Pattern Recognition, Semantic Web, Software Engineering
Arjuna Subject : Ilmu Komputer (semua kategori) - Aplikasi Ilmu Komputer
Articles 134 Documents
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ANALISIS KINERJA GALAXY AI PADA SAMSUNG S24 UNTUK TUGAS PEMROSESAN BAHASA ALAMI HARIAN BERBASIS DEEP LEARNING: PERFORMANCE ANALYSIS OF GALAXY AI ON THE SAMSUNG S24 FOR DAILY DEEP LEARNING–BASED NATURAL LANGUAGE PROCESSING TASKS Octavianus, Jonathan Stanlie; Annuar, Muhammad Celvin; Raamzi, M Syahri; Bustomi, Muslih
HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi Vol. 17 No. 1 (2026): Jurnal HOAQ - Teknologi Informasi
Publisher : STIKOM Uyelindo Kupang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52972/hoaq.vol17no1.p182-186

Abstract

Penelitian ini mengevaluasi sejauh mana Galaxy AI mengelola tugas pemrosesan bahasa alami sehari-hari pada seri Samsung S24 berdasarkan deep learning. Fokus utama penelitian ini mencakup tiga area: pengelompokan teks, evaluasi sentimen, dan pengambilan informasi. Pendekatan penelitian menggunakan teknik transfer learning dengan model berbasis transformer yang disesuaikan untuk unit pemrosesan neural (NPU) seri S24. Pengujian komprehensif dilakukan dengan mengukur indikator seperti akurasi model, waktu respons inferensi, penggunaan energi, dan pemanfaatan sumber daya sistem selama proses inferensi di perangkat. Hasil penelitian menunjukkan kinerja yang luar biasa: tingkat akurasi mencapai 94,3% untuk pengelompokan teks, 89,7% untuk evaluasi sentimen, dan 86,2% untuk pengambilan informasi. Waktu respons inferensi rata-rata adalah 0,8 detik per 100 kata dengan penggunaan energi efisien berkisar antara 285 hingga 320 mW. Analisis lebih lanjut menunjukkan pemanfaatan NPU optimal hingga 78% dengan manajemen panas yang efektif yang menjaga stabilitas kinerja selama operasi berkelanjutan. Desain canggih sistem ini mengintegrasikan perangkat keras dan perangkat lunak melalui pembagian beban komputasi yang efisien antara NPU dan CPU. Hasil ini membuktikan bahwa Galaxy AI pada Samsung S24 memiliki kemampuan superior dalam menangani tugas pemrosesan bahasa alami.   This study evaluates how well Galaxy AI manages everyday natural language processing tasks on the Samsung S24 series based on deep learning. It focuses on three main areas: text clustering, sentiment evaluation, and information retrieval. The research approach employs transfer learning techniques with a transformer-based model tailored for the S24 series's neural processing unit (NPU). Comprehensive testing was conducted by measuring indicators such as model accuracy, inference response time, energy usage, and system resource utilization during inference on the device. The research findings reveal outstanding performance: accuracy rates reached 94.3% for text clustering, 89.7% for sentiment evaluation, and 86.2% for information retrieval. The average inference response time was 0.8 seconds per 100 words with efficient energy usage ranging from 285 to 320 mW. Further analysis showed optimal NPU utilization of up to 78% with effective heat management that maintains performance stability during continuous operation. The system's advanced design integrates hardware and software through efficient computational load sharing between the NPU and CPU. These results prove that the Samsung S24's Galaxy AI has superior capabilities in handling natural language processing tasks.
OPTIMALISASI WEBSITE ONLINE PERSONAL ASSESSMENT BERBASIS LARAVEL 10 DENGAN METODE OPEN SOURCE MODEL: OPTIMIZATION OF A LARAVEL 10-BASED ONLINE PERSONAL ASSESSMENT WEBSITE USING THE OPEN-SOURCE MODEL METHOD Zahra, Ajeng Hidayat Basyarotuz
HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi Vol. 17 No. 1 (2026): Jurnal HOAQ - Teknologi Informasi
Publisher : STIKOM Uyelindo Kupang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52972/hoaq.vol17no1.p173-181

Abstract

Website Online Personal Assessment (OPA) merupakan platform assessment digital yang digunakan untuk memberikan rekomendasi karir kepada pengguna. Namun, pada implementasinya masih ditemukan sejumlah permasalahan pada sisi antarmuka pengguna, antara lain tampilan yang kurang responsive dan ketidakakuratan informasi pada modal peringatan retake tes. Penelitian ini bertujuan untuk melakukan optimalisasi pada sistem OPA berbasis Laravel 10 dengan menerapkan pendekatan Open Source Development (OSD) yang difokuskan pada perbaikan frontend tanpa melakukan perubahan pada logika backend. Metode penelitian meliputi analisis kebutuhan, perancangan ulang antarmuka, implementasi optimalisasi menggunakan Blade Template, TailwindCSS, JavaScript, dan SweetAlert2, serta pengujian fungsional dan non-fungsional. Evaluasi dilakukan melalui black-box testing, pengujian responsivitas dan heuristic evaluation berbasis penilaian oleh tim UI/UX internal dengan indikator yang mencakup responsivitas tampilan, stabilitas layout, kejelasan dan keakuratan feedback sistem. Hasil penelitian menunjukkan bahwa optimalisasi yang dilakukan menghasilkan peningkatan kualitas UI/UX secara signifikan, ditunjukkan oleh terpenuhinya seluruh indikator evaluasi dengan tingkat keberhasilan 100% pada pengujian responsivitas resolusi 360px–1366px, serta perbaikan keakuratan informasi feedback dari kondisi tidak konsisten menjadi konsisten dan real-time. Perbandingan kondisi sebelum dan sesudah optimalisasi menunjukkan perbaikan yang konsisten pada stabilitas layout, kenyamanan navigasi dan efisiensi proses assessment. Secara keseluruhan, penelitian ini membuktikan bahwa optimalisasi frontend berbasis open source mampu meningkatkan usability dan kualitas pengalaman pengguna pada platform assessment digital tanpa memerlukan perubahan pada sisi backend.   The Online Personal Assessment (OPA) website is a digital assessment platform designed to provide career recommendations to users. However, its implementation still reveals several user interface issues, including limited responsiveness and inaccurate information in the retake test warning modal. This study aims to optimize the OPA system built on Laravel 10 by applying an Open Source Development (OSD) approach focused on frontend improvements without modifying the backend logic. The research methods include requirement analysis, interface redesign, optimization implementation using Blade Template, Tailwind CSS, JavaScript, and SweetAlert2, as well as functional and non-functional testing. Evaluation was conducted through black-box testing, responsiveness testing, and heuristic evaluation based on assessments by an internal UI/UX team, with indicators covering interface responsiveness, layout stability, and clarity and accuracy of system feedback. The results indicate that the implemented optimizations significantly improved UI/UX quality, as evidenced by the fulfillment of all evaluation indicators with a 100% success rate in responsiveness testing across screen resolutions ranging from 360px to 1366px, as well as the improvement of feedback information accuracy from inconsistent to consistent and real-time. A comparison of conditions before and after optimization demonstrates consistent improvements in layout stability, navigation comfort, and assessment process efficiency. Overall, this study proves that open-source–based frontend optimization can enhance usability and user experience quality in digital assessment platforms without requiring changes to the backend.
PENGEMBANGAN WEBSITE SISTEM INFORMASI PENDIDIKAN DAN PELATIHAN RUMAH SAKIT PKU MUHAMMADIYAH BANTUL DENGAN CODEIGNITER 3 MENGGUNAKAN METODE HUMAN- CENTERED DESIGN: DEVELOPMENT OF AN EDUCATION AND TRAINING INFORMATION SYSTEM WEBSITE FOR PKU MUHAMMADIYAH BANTUL HOSPITAL USING CODEIGNITER 3 WITH THE HUMAN-CENTERED DESIGN METHOD Astuti, Yukri Andriani; Ayudewi, Fadlillah Mukti
HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi Vol. 17 No. 1 (2026): Jurnal HOAQ - Teknologi Informasi
Publisher : STIKOM Uyelindo Kupang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52972/hoaq.vol17no1.p166-172

Abstract

Pengelolaan kegiatan pendidikan dan pelatihan di Rumah Sakit PKU Muhammadiyah Bantul masih dilakukan secara manual penelitian ini bertujuan untuk mengevaluasi tingkat usability Sistem Informasi Pendidikan dan Pelatihan berbasis web yang dikembangkan menggunakan pendekatan Human Centered Design (HCD). Metode penelitian yang digunakan adalah penelitian evaluatif dengan pendekatan HCD, di mana pengguna dilibatkan sejak tahap analisis kebutuhan hingga evaluasi sistem. Subjek penelitian melibatkan admin diklat, pegawai rumah sakit, dan mahasiswa magang sebagai pengguna sistem. Instrumen evaluasi usability yang digunakan adalah System Usability Scale (SUS). Data dianalisis secara deskriptif kuantitatif untuk memperoleh skor usability dan kategorinya. Hasil evaluasi menunjukkan bahwa sistem memperoleh skor SUS sebesar 76 yang termasuk dalam kategori “Excellent”, menunjukkan tingkat penerimaan dan kemudahan penggunaan yang baik. Kontribusi penelitian ini adalah memberikan model evaluasi usability berbasis HCD pada sistem informasi pendidikan dan pelatihan di lingkungan rumah sakit, yang dapat dijadikan acuan pengembangan sistem serupa.   The management of education and training activities at PKU Muhammadiyah Bantul Hospital was previously carried out manually and was not supported by a system that was evaluated in terms of usability, thus potentially reducing the effectiveness of services and user experience. This study aims to evaluate the usability level of a web-based Education and Training Information System developed using the Human Centered Design (HCD) approach. The research method used is evaluative research with the HCD approach, where users are involved from the needs analysis stage to the evaluation system. The research subjects included training administrators, hospital employees, and student interns as system users. The usability evaluation instrument used was the System Usability Scale (SUS). Data were analyzed descriptively quantitatively to obtain usability and error scores. The evaluation results showed that the system obtained a SUS score of 76 which is included in the "Excellent" category, indicating a good level of acceptance and ease of use. The contribution of this study is to provide an HCD-based usability evaluation model for education and training information systems in a hospital environment, which can be used as a reference for the development of similar systems.
IMPLEMENTASI METODE PROTOTYPE PADA PERANCANGAN WEBSITE KORPORAT DI BIDANG PELAYANAN PT XYZ: IMPLEMENTATION OF THE PROTOTYPE METHOD IN DESIGNING A CORPORATE WEBSITE FOR PT XYZ’S SERVICE BUSINESS Jasmine, Sarah; Silmina, Esi Putri
HOAQ (High Education of Organization Archive Quality) : Jurnal Teknologi Informasi Vol. 17 No. 1 (2026): Jurnal HOAQ - Teknologi Informasi
Publisher : STIKOM Uyelindo Kupang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52972/hoaq.vol17no1.p155-165

Abstract

Keterbatasan media digital resmi masih menjadi permasalahan bagi sejumlah perusahaan jasa dengan karakteristik Business-to-Business (B2B) dalam menyajikan informasi profil dan layanan secara terpusat dan terstruktur. PT XYZ sebagai perusahaan jasa B2B belum memiliki website korporat yang dikembangkan secara sistematis dan terdokumentasi sebagai sumber informasi resmi perusahaan. Informasi perusahaan sebelumnya disampaikan melalui media konvensional, seperti dokumen profil dan komunikasi langsung, sehingga akses informasi bagi mitra bisnis menjadi kurang optimal. Penelitian ini bertujuan untuk merancang prototype website korporat PT XYZ yang sesuai dengan kebutuhan perusahaan menggunakan Metode Prototype. Penelitian dilakukan dengan pendekatan kualitatif melalui tahapan listen to customer, build/revise mock-up, dan customer test-drives mock-up. Data dikumpulkan melalui wawancara dan observasi untuk mengidentifikasi kebutuhan informasi, struktur konten, serta karakteristik tampilan website. Hasil penelitian berupa prototype website korporat yang mencakup halaman beranda, tentang kami, profil perusahaan, layanan, detail layanan, pengadaan, galeri, aktivitas perusahaan, dan kontak. Evaluasi prototype dilakukan secara kualitatif menggunakan daftar periksa untuk menilai kesesuaian rancangan dengan kebutuhan perusahaan. Berdasarkan hasil evaluasi tersebut, prototype dinilai telah memenuhi kebutuhan informasi dan representasi identitas perusahaan, sehingga layak dijadikan acuan awal pengembangan website korporat PT XYZ. Prototype yang dihasilkan telah direalisasikan dan di-deploy sebagai media informasi perusahaan, meskipun penelitian ini difokuskan pada aspek perancangan prototype dan tidak membahas aspek teknis implementasi secara mendalam.   Limited availability of official digital media remains a challenge for Business-to-Business (B2B) service companies in presenting company profile and service information in a centralized and structured manner. PT XYZ, a B2B service company, previously did not have a systematically developed and well-documented corporate website as an official source of information. Company information was primarily conveyed through conventional media, such as profile documents and direct communication, resulting in limited accessibility for business partners. This study aims to design a corporate website prototype for PT XYZ using the Prototype Method. A qualitative approach was employed through the stages of listen to customer, build/revise mock-up, and customer test-drives mock-up. Data were collected through interviews and observations to identify information requirements, content structure, and interface characteristics. The results of this study are presented in the form of a corporate website prototype consisting of a homepage, about us, company profile, services, service details, procurement, gallery, company activities, and contact pages. Prototype evaluation was conducted qualitatively using a checklist to assess the conformity of the design with the company’s requirements. The evaluation results indicate that the proposed prototype adequately meets the identified needs and can serve as an initial reference for corporate website development. As a follow-up, the designed prototype has been realized and deployed as the company’s information media, however, this study focuses on the prototype design process and does not discuss technical implementation aspects in detail.

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