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INDONESIA
Jurnal Sistem Informasi, Sains Data, dan Informatika
Published by Universitas Indonesia Membangun
ISSN : 31247148     EISSN : 31247113     DOI : https://doi.org/10.56956/05bzmg14
Core Subject : Science,
Computer Science & IT
Jurnal Sistem Informasi, Sains Data, dan Informatika (SIDATA) is a scientific journal dedicated to disseminating the results of high-quality research, innovation, and literature review in the field of digital technology. The journal serves as a forum for researchers, academics, and practitioners to share findings that contribute to the advancement of information technology theory and applications. SIDATA main focus includes, but is not limited to, the following areas: Information Systems Focuses on integrating information technology solutions with business processes and organizational needs. Information System Analysis and Design (SDLC). IT Governance and Information Systems Audit. E-Commerce, E-Government, dan E-Learning. IT Project Management and Information Systems Strategy. Enterprise Resource Planning (ERP). Informatika (Informatics & Computer Science) Focuses on software development, network infrastructure, and artificial intelligence. Software Engineering. Computer Network and Cyber Security. Internet of Things (IoT) dan Sistem Tertanam (Embedded Systems). Computer Vision and Digital Image Processing. Human and Computer Interaction (HCI). Sains Data (Data Science & Intelligence) Focuses on big data processing and knowledge extraction for decision-making. Artificial Intelligence and Machine Learning. Big Data Analytics. Data Mining and Text Mining. Data Visualization and Statistical Analysis. Decision Support System (DSS) and Business Intelligence.
Arjuna Subject : Ilmu Komputer (semua kategori) - Sistem Informasi
Articles 8 Documents
 1 
Implementasi Server Virtualisasi Menggunakan Proxmox untuk Manajemen Infrastruktur Jaringan dan Layanan Internet pada Institusi Pendidikan Rido Rido; Mohammad Rezza Pahlevi; Imam Maliki; Muhammad Iqbal
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 1 (2026): Volume 1 No. 1, Januari 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/s6zv7r91

Abstract

Modern educational institutions face challenges in managing complex information technologyinfrastructure with limited resources. This research examines the implementation of virtualizationtechnology using Proxmox Virtual Environment to optimize server management, computer networks, and internet services in higher education environments. The research method uses a case studyapproach with data collection through direct observation, interviews with 12 informants, systemdocumentation, and performance monitoring over 6 months. The results show that ProxmoxVEimplementation can increase hardware resource ef iciency by up to 70 percent with CPUutilizationincreasing from 22 percent to 50-55 percent. Physical server consolidation from 12 units to3host servers successfully reduced operational costs by 45 percent or $35,650 per year. Service availabilityincreased significantly from 96.8 percent to 99.5 percent with Mean Time To Recovery reducedfrom4 hours to 45 minutes. Cost-benefit analysis shows Return on Investment achieved in 2.9 years withprojected Total Cost of Ownership savings of $73,250 over a 5-year period. This research providespractical contributions in the form of virtualization architecture blueprints and implementationguidelines that can be adopted by other educational institutions with similar characteristics.
Peran Data Flow Diagram dalam Mengidentifikasi Kebutuhan Fungsional Sistem Informasi Diki Wahyu Nugraha; Arief Hertadi Rustam; M. Thamrin Basri
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 1 (2026): Volume 1 No. 1, Januari 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/7s2ptx53

Abstract

Identifying functional requirements is a crucial stage in information system development because it determines the suitability of the system to user needs. Errors at this stage can cause the entire system to fail. This study aims to analyze the role of Data Flow Diagrams (DFDs) in identifying the functional requirements of information systems in a systematic and structured manner. The research method used is a descriptive qualitative method with a literature study and system model analysis approach. Data was collected through a review of system design documents and process modeling using DFD, including context diagrams, level 0 DFD, and advanced level DFD. The results show that DFDs are capable of clearly depicting data flows, processes, and interactions between entities, thereby facilitating system analysts in identifying the main functions of the system and user requirements. Thus, the use of DFDs plays an important role in minimizing errors in requirements analysis and improving the quality of information system design.
Analisis Performa Jaringan Komputer Menggunakan Teknologi Virtualisasi Untuk Efisiensi Sumber Daya Internet Rival Ramadhan; Hardiansyah Hardiansyah; Firdiansyah Sundawa
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 1 (2026): Volume 1 No. 1, Januari 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/97rtjp69

Abstract

The development of information technology presents challenges in managing computer network infrastructure related to resource efficiency and system scalability. This research aims to analyze the performance of computer networks using virtualization technology based on a literature review of previous studies. The research method uses a systematic literature review approach by analyzing 16 scientific publications from international and national journals from the period 2010-2025. The study results show that virtualization has a throughput overhead of 3-7% and latency of 5-10%, but provides resource efficiency of up to 60-80% with an increase in CPU utilization from 15-20% to 70-85%. The trade-off between minimal performance degradation and significant efficiency gains makes virtualization an optimal solution for modern IT infrastructure. This research provides practical recommendations for organizations in adopting virtualization technology
Game Edukasi Memilah Sampah Fadhlanrashif Supriana
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 1 (2026): Volume 1 No. 1, Januari 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/4t31fy64

Abstract

Waste management issues in Indonesia are rooted in the low level of public understanding regarding waste sorting by type. Conventional education often fails to create engagement, leaving the community unmotivated to practice sorting at the source. This research aims to provide a solution through the application of the Game-Based Learning (GBL) method as an interactive educational medium. The GBL method transforms waste classification materials (organic, inorganic, and hazardous waste) into fun and easy-to-understand game mechanics. Through interactive simulations, players are presented with challenges and instant feedback capable of enhancing information retention and cognitive abilities in virtual waste sorting. The research results are expected to demonstrate that the integration of game elements significantly increases community engagement and understanding compared to static counseling methods. This approach will result in game designs and prototypes developed within the Unity application.
Studi Literatur Penerapan Teori Graf Dalam Rekomendasi Teman di Media Sosial Muhammad Raffa Abdillah; Athia Saelan; Ismail Ismail
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 1 (2026): Volume 1 No. 1, Januari 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/1kz89d13

Abstract

Social media is a platform for a vast network of friends. Friendship networks on social media are usually represented in the form of graphs. One of the main features of social media is friend recommendations. This research is a literature study on methods that can be used to provide friend recommendations on social media. To provide accurate friend recommendations on social media, certain methods derived from graph theory are required. Some of the methods discussed include centrality, similarity, trust value, and community detection. Based on the literature study, the steps for building a friend recommendation system include data collection, graph construction, graph structure analysis, application of similarity and trust value, and system evaluation. With these methods, it is hoped that the recommended friends will be more accurate and suit the user needs.
Perencanaan Strategis Sistem Informasi pada Perusahaan Kosmetik PT XYZ Elizabeth Elizabeth; Debi Irawan; Dany Yudha Krisna; Asep Wasid
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 2 (2026): Volume 1 No. 2, Juli 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/72a9cn08

Abstract

Pertumbuhan industri kosmetik di Indonesia yang semakin pesat meningkatkan tingkat persaingan dan mendorong perusahaan untuk menyusun strategi sistem informasi yang selaras dengan tujuan bisnis. Namun, masih banyak perusahaan yang menghadapi permasalahan berupa sistem informasi yang belum terintegrasi, proses bisnis yang masih manual, dan pemanfaatan data yang belum optimal. Penelitian ini bertujuan menyusun Perencanaan Strategis Sistem Informasi (PSSI) menggunakan metode Ward and Peppard. Analisis dilakukan melalui value chain, PEST, Five Forces Porter, SWOT, matriks TOWS, analisis lingkungan sistem informasi internal dan eksternal, McFarlan Strategic Grid, serta penyusunan roadmap implementasi. Hasil penelitian menghasilkan rekomendasi implementasi ERP, CRM, SCM, BI, dan AI Analytics secara bertahap selama tiga tahun. Strategi tersebut diharapkan mampu mengintegrasikan proses bisnis, meningkatkan kualitas pengambilan keputusan berbasis data, mendukung transformasi digital, serta memperkuat keunggulan kompetitif perusahaan di industri kosmetik.
Pengembangan Sistem Informasi Persuratan Berbasis Web pada Dinas Koperasi dan Perdagangan Kota Pematangsiantar Gilbert Johan Martin Sinaga; William Charlie Septian Sinaga
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 2 (2026): Volume 1 No. 2, Juli 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/4mdrxx10

Abstract

Pengelolaan surat masuk dan surat keluar merupakan bagian penting dalam mendukung efektivitas administrasi pemerintahan. Namun, proses persuratan pada Dinas Koperasi dan Perdagangan Kota Pematangsiantar masih dilakukan secara manual sehingga berpotensi menyebabkan keterlambatan pencatatan, kesulitan temu kembali arsip, dan rendahnya efisiensi penyusunan laporan. Penelitian ini bertujuan merancang dan mengembangkan Sistem Informasi Surat Masuk dan Surat Keluar Berbasis Web untuk mendukung pengelolaan administrasi persuratan yang lebih terstruktur. Penelitian menggunakan pendekatan Research and Development dengan model Waterfall, sedangkan pengumpulan data dilakukan melalui observasi, wawancara, dan studi literatur. Sistem yang dikembangkan selanjutnya diuji menggunakan metode Black Box Testing. Hasil pengujian menunjukkan bahwa seluruh (100%) skenario pengujian berhasil dijalankan sesuai dengan hasil yang diharapkan, sehingga sistem dinyatakan layak digunakan. Sistem mampu mengintegrasikan proses pencatatan, penyimpanan, pencarian, dan pelaporan surat dalam satu basis data terpusat yang mendukung pengelolaan administrasi persuratan secara lebih terstruktur dibandingkan dengan prosedur manual.
Pembangunan Jaringan Serat Optik Undergroud Meningkatkan Kualitas Telekomunikasi Hadi Sophian Rusdiana; Hardiansyah Hardiansyah; Asep Wasid; Muhammad Iqbal
Jurnal Sistem Informasi, Sains Data, dan Informatika Vol 1 No 2 (2026): Volume 1 No. 2, Juli 2026
Publisher : Universitas Indonesia Membangun (Inaba)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56956/rhwqvt96

Abstract

Perkembangan teknologi informasi dan komunikasi telah meningkatkan kebutuhan masyarakat terhadap layanan telekomunikasi yang cepat, stabil, dan andal. Instalasi kabel serat optik dengan metode kabel udara (aerial) pada jaringan Fiber To The Home (FTTH) masih menghadapi kendala berupa gangguan cuaca, gangguan mekanis, serta menurunnya estetika kawasan. Kondisi tersebut mendorong penggunaan metode instalasi serat optik bawah tanah (underground) sebagai alternatif yang lebih andal. Penelitian ini berfokus pada proses pembangunan jaringan serat optik underground pada proyek Ciwastra yang dilaksanakan oleh PT Telkom Akses. Tujuan penelitian adalah mendeskripsikan tahapan pembangunan jaringan serta menganalisis kesesuaian hasil pengujian jaringan terhadap standar redaman yang diacu, yaitu Recommendation ITU-T G.652 dan ITU-T G.657 serta Standar Operasional Prosedur (SOP) internal PT Telkom Akses. Penelitian menggunakan metode deskriptif dengan pendekatan kualitatif yang didukung data pengukuran kuantitatif dari OTDR dan OPM. Data diperoleh melalui observasi lapangan, wawancara, serta studi dokumentasi. Hasil pengujian menunjukkan nilai redaman sebesar –18 dBm, sehingga jaringan dinyatakan layak dioperasikan untuk mendukung layanan telekomunikasi berkecepatan tinggi di area Ciwastra.

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