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All Journal Jurnal Informatika Prosiding Semnastek Jurnal Perencanaan Wilayah DINAMIKA Jurnal Ilmiah Teknik Mesin SemanTIK : Teknik Informasi Prosiding Seminar Nasional Teknoka JURNAL INFORMATIKA JUTIM (Jurnal Teknik Informatika Musirawas) Jurnal Fokus Elektroda : Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali Jurnal Gema Ngabdi Jurnal Teknologi Informasi, Komputer, dan Aplikasinya (JTIKA ) Fokus Elektroda: Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali) BIOS : Jurnal Teknologi Informasi dan Rekayasa Komputer PROSISKO : Jurnal Pengembangan Riset dan observasi Rekayasa Sistem Komputer Piston: Jurnal Teknologi Jurnal Fokus Elektroda (Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali) Bulletin of Informatics and Data Science Jurnal Manajemen Rekayasa (Journal of Engineering Management) Jurnal Teknologi dan Sains Modern semanTIK Media Elektrik Journal of Renewable Energy and Smart Device
Mustarum Musaruddin
Engineering Faculty Of Halu Oleo University, Indonesia
Aerospace Engineering Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Education Electrical & Electronics Engineering Energy Engineering Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering Physics Social Sciences Transportation Other

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SISTEM REKOMENDASI KEBUTUHAN NUTRISI MAKANAN PENDAMPING AIR SUSU IBU (MPASI) MENGGUNAKAN METODE FUZZY TAHANI SEBAGAI UPAYA PENCEGAHAN STUNTING Diah A.P, Zahwa; Musaruddin, Mustarum; Adi Saputra, Rizal
JTIKA (Jurnal Teknik Informatika, Komputer dan Aplikasinya) Vol 6 No 2 (2024): September 2024
Publisher : Program Studi Teknik Informatika, Fakultas Teknik, Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/jtika.v6i2.423

Abstract

Stunting is a significant child health issue in Indonesia, where children experience impaired growth, resulting in weight and height below their age average. In 2022, the World Health Organization (WHO) and the Indonesian Nutrition Status Survey (SSGI) reported a stunting prevalence of 21.6%, exceeding the WHO target of 20%. Stunting is caused by chronic malnutrition from pregnancy through the first thousand days of life, a crucial period for brain and cognitive development. Proper complementary feeding (MPASI) after 6 months is essential to meet infants' nutritional needs and prevent developmental delays in children under two. This study aims to develop a mobile web-based system that recommends MPASI according to infants' nutritional needs using the Fuzzy Tahani method. This method was chosen for its ability to handle uncertainty and provide personalized solutions. The developed system achieved 94.5% accuracy, with a precision of 33.1%, recall of 27.4%, and specificity of 85.9%. The system met the research objectives despite lower precision and recall due to imbalanced training data. User Acceptance Testing (UAT) results indicated that 77.73% of users strongly agreed with the system, while 1.86% disagreed. This system is expected to assist in preventing stunting by providing more accurate MPASI recommendations tailored to each infant's needs.
Perancangan Sistem Informasi Pelayanan Akademik Berbasis Recommender System Muhamad Faza Almaliki; Musaruddin, Mustarum; Tari Mokui, Hasmina
Jurnal Informatika Vol 24 No 2 (2024): Jurnal Informatika
Publisher : Institut Informatika Dan Bisnis Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/jurnalinformatika.v24i2.601

Abstract

This study aims to develop an academic service information system based on a recommender system in the Department of Computer Engineering at UHO to address challenges in managing academic documents and enhancing user satisfaction. The methods employed include needs analysis, web-based system prototype development, and evaluation using Black Box Testing to ensure system functionality. The implementation of the User-Based Collaborative Filtering (UBCF) algorithm enables the system to provide personalized recommendations to students, assisting them in accessing relevant information while reducing the administrative burden on academic staff. The results of this study indicate that the system is effective in improving academic service efficiency and can serve as a reference for developing similar services in other educational institutions
PENGEMBANGAN SISTEM INFORMASI MANAJEMEN LAYANAN PENUMPANG DI PELABUHAN NUSANTARA KENDARI (INTEGRASI DENGAN OPTICAL CHARACTER RECOGNITION) Fidmasari, Rezki; Musaruddin, Mustarum; Mokui, Hasmina Tari
JUTIM (Jurnal Teknik Informatika Musirawas) Vol 9 No 2 (2024): JUTIM (Jurnal Teknik Informatika Musirawas) DESEMBER
Publisher : LPPM UNIVERSITAS BINA INSAN

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.32767/jutim.v9i2.2398

Abstract

This study was conducted to analyze the implementation of the Passenger Service Management Information System at the Port of Nusantara Kendari by integrating it with Optical Character Recognition technology. This study uses a type of research with a qualitative approach where this research has been conducted at the Port of Nusantara Kendari from August-October 2024. The development of the Passenger Service Management Information System at the Port of Nusantara Kendari and integrated with technology such as Optical Character Recognition (OCR) encourages the efficiency of the administrative process, especially passenger services, especially in monitoring and managing passenger data in real time so that it can provide better information data to stakeholders and encourage increased user satisfaction at the Port of Nusantara Kendari.
Analisis Aliran Daya Terhadap Pengaruh Masuknya Gardu Induk Bombana Pada Sistem Sultra Menggunakan Software ETAP (Electrical Transient Electrical Program) Malikurrahim; Tachrir; Sahabuddin Hay; Mustarum Musaruddin; Yuni Koedoes; Agustinus Lolok; Gamal Abdel Nasser Masikki
Piston: Jurnal Teknologi Vol 9 No 2 (2024): Desember 2024
Publisher : Program Pendidikan Vokasi Teknik Mesin

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55679/pistonjt.v9i2.81

Abstract

The current Southeast Sulawesi electricity system has two main power plants, namely the Nii Tanasa PLTU with a capacity of (1´30 MW) and the Moramo PLTU (DSSP) with a capacity of (2´50) MW and has also been interconnected with the South Sulawesi electricity system with the addition of a substation in Bombana, meaning that the power needs of the Kendari electricity system have increased, which can result in increased losses and drop voltage . The purpose of this study is to see the condition of the large value of Current, Voltage, active power flow and reactive power on each bus between channels, and to see the value of the short circuit fault current at the fault location point. after the addition of the Bombana GI, Single line modeling using the help of ETAP 19.0.1 software. based on the results of the research that has been done the value of the power generated by the generator after the entry of the Bombana GI is 271.527 MW where previously it was 211.975 MW, the voltage condition before the entry of the Bombana GI is 96.05% - 99.23% of the previous 97.95% - 99.53%, based on the percentage of Drop Voltage is in the range of 0.022%−0.872% which is still within the SPLN operational standard limit. Then the Total Losses on the channel is 1168.92 KW. The largest Short Circuit current value after the entry of the Bombana GI in the Southeast Sulawesi system for 3-phase short circuit current is 10.267 KA, phase to ground is 10.637 KA, phase to phase is 8.920 KA, and two phases to ground is 10.537 KA.
Analisis Penerapan Metode Agile Scrum dan Design Thinking pada Pengembangan Learning Management System Tahir, Zulqifli; Mustarum Musaruddin; Hasmina Tari Mokui
Jurnal Teknologi dan Sains Modern Vol. 2 No. 6 (2025): November-Desember
Publisher : CV. Science Tech Group

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.69930/jtsm.v2i6.686

Abstract

Pemanfaatan teknologi informasi dalam dunia pendidikan mendorong kebutuhan akan Learning Management System (LMS) yang adaptif dan berorientasi pada pengguna. Namun, pendekatan pengembangan perangkat lunak konvensional sering kali kurang mampu mengakomodasi perubahan kebutuhan pengguna yang dinamis. Penelitian ini bertujuan untuk menganalisis penerapan metode Agile Scrum yang dipadukan dengan Design Thinking dalam pengembangan Learning Management System di SMK Negeri 3 Kendari, dengan fokus pada efektivitas, efisiensi, dan kualitas sistem. Metode penelitian menggunakan pendekatan studi kasus dengan penerapan tahapan Design Thinking dan siklus Agile Scrum. Evaluasi sistem dilakukan melalui User Acceptance Testing (UAT), Usability Testing, serta analisis Goal Question Metric (GQM). Hasil penelitian menunjukkan bahwa seluruh fitur sistem memenuhi kebutuhan fungsional pengguna dengan tingkat keberhasilan UAT sebesar 100%. Pengujian usability menghasilkan nilai sebesar 84,42% yang menunjukkan sistem dapat diterima dengan baik oleh pengguna. Selain itu, analisis GQM membuktikan adanya peningkatan produktivitas tim, kualitas kode, kolaborasi, kecepatan penyelesaian proyek, serta kepuasan pemangku kepentingan. Dengan demikian, kombinasi metode Agile Scrum dan Design Thinking terbukti efektif dan efisien dalam pengembangan LMS berbasis kebutuhan pengguna.
Penerapan Metode FMEA dalam Penilaian Risiko Sistem Pemerintahan Berbasis Elektronik Holis Hermansyah; Mustarum Musaruddin; Hasmina Tari Mokui; Muh. Nadzirin Anshari Nur; Abdul Kadir
SemanTIK : Teknik Informasi Vol. 11 No. 2 (2025): SemanTIK : Teknik Informasi
Publisher : Informatics Engineering Department of Halu Oleo University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55679/semantik.v11i2.230

Abstract

  Sistem Pemerintahan Berbasis Elektronik (SPBE) adalah penyelenggaraan Pemerintahan yang memanfaatkan Teknologi Informasi dan Komunikasi. Penerapan Teknologi Informasi pada SPBE ini ternyata menimbulkan banyak risiko. Mulai dari risiko sistem hingga keamanan informasi. Risiko sistem dapat berupa kegagalan perangkat keras, kegagalan perangkat lunak hingga pemadaman listrik. Adapun risiko keamanan dapat berupa serangan siber, kebocoran data dan lain sebagainya. Oleh karena itu diperlukan adanya manajemen risiko SPBE berbasis ISO 31000 dan Permen PANRB No. 5 Tahun 2020 guna meminimalisir terjadinya risiko tersebut. Penelitian ini bertujuan untuk menganalisis risiko SPBE pada Dinas Komunikasi dan Informatika Kabupaten Konawe. Metode analisis risiko yang digunakan adalah Failure Mode and Effect Analysis. Hasil identifikasi risiko didapatkan 11 risiko potensial. Dari 11 risiko tersebut kemudian dianalisis menggunakan FMEA dan didapatkan sebanyak 7 risiko menjadi prioritas penanganan karena memiliki dampak yang signifikan. The Electronic Government System refers to the implementation of governance by utilizing Information and Communication Technology. However, the application of Information Technology (IT) within E-Government introduces various risks, ranging from system-related issues to information security concerns. Therefore, E-Government risk management, based on ISO 31000 and the Minister of Administrative and Bureaucratic Reform Regulation (Permen PANRB) No. 5 of 2020, is necessary to mitigate these risks. This study aims to analyze SPBE risks within the Department of Communication and Informatics of Konawe Regency. The risk analysis methods used are Failure Mode and Effect Analysis (FMEA). The risk identification process revealed 11 potential risks. Of these 11 risks, further analysis using FMEA determined that seven were prioritized for handling due to their significant impact.  
Analisis Pengembangan Infrastruktur Teknologi Informasi dan Implementasi Teknologi Emerging untuk Mendukung Transformasi Digital di Bidang Pendidikan Dickey Ansharullah Hamid; Briam Harpah Matana; Hasmina Tari Mokui; Mustarum Musaruddin
JURNAL INFORMATIKA Vol 15, No 1 (2026): Jurnal Informatika
Publisher : Informatics Engineering Department, Dayanu Ikhsanuddin University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55340/jiu.v15i1.2687

Abstract

Lebih dari 40% sekolah di negara berkembang kekurangan konektivitas internet yang memadai, sementara kajian ilmiah yang ada umumnya hanya mengkaji satu teknologi secara terisolasi tidak ada sintesis yang memetakan evolusi infrastruktur teknologi informasi (TI) dan implementasi tujuh teknologi terkini secara bersamaan dalam konteks pendidikan. Penelitian ini bertujuan untuk mengidentifikasi mekanisme kausal keberhasilan transformasi digital pendidikan dan mengembangkan kerangka konseptual integratif yang menghubungkan evolusi infrastruktur TI dengan adopsi simultan tujuh teknologi terkini. Metode penelitian menggunakan systematic literature review (SLR) berpandu PRISMA 2020 terhadap 64 artikel (2020–2025) yang dipilih dari Scopus, Google Scholar, dan Garuda, dengan sintesis tematik berbasis perbandingan kritis temuan yang saling bertentangan antarstudi. Hasil penelitian ini mengidentifikasi dua kontribusi utama: (1) tiga mekanisme kausal yang menjelaskan keberhasilan atau kegagalan transformasi digital pendidikan, yaitu absorptive capacity SDM, komplementaritas infrastruktur, dan tata kelola data; serta (2) pengembangan Model Konseptual Transformasi Digital Pendidikan (MKTDP), yaitu kerangka empat-lapisan pertama yang secara eksplisit mengintegrasikan peta evolusi infrastruktur TI dengan analisis simultan tujuh teknologi terkini (AI, Cloud Computing, LMS, Smart Classroom, IoT, Big Data, dan Cybersecurity) beserta kondisi moderasi dan boundary conditions-nya. Keberhasilan transformasi digital ditentukan oleh sinergi ketiga mekanisme kausal tersebut, bukan oleh kecanggihan teknologi semata. Implikasi penelitian ini mendorong perubahan kebijakan dari pendekatan technology-push ke needs-pull, dengan prioritas pada pemerataan konektivitas internet dan penguatan kompetensi digital guru sebagai prasyarat utama transformasi, khususnya di wilayah 3T Indonesia.
Analysis of Electricity Consumption Patterns a Hybrid Algorithm K-Means Clustering and Support Vector Machine Fika Saputri; Asminar Asminar; Tambi Tambi; Mustarum Musaruddin; Muhammad Nadzirin Anshari Nur; Adhi Setiawan Samsul
Bulletin of Informatics and Data Science Vol 5, No 1 (2026): May 2026
Publisher : PDSI

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61944/bids.v5i1.155

Abstract

Fluctuations in electricity consumption make it difficult to manage and control energy use efficiently. Therefore, an analytical method capable of accurately identifying electricity consumption patterns is needed. Previous studies have generally applied clustering and classification separately and relied mainly on historical data, limiting their ability to capture dynamic electricity consumption patterns and classify new observations. This study aims to analyze electricity consumption patterns using a machine learning approach based on K-Means Clustering and Support Vector Machine (SVM). The data used consist of historical data and 24-hour real-time data obtained from PT PLN (Persero) UP3 Kendari. The research stages include data preprocessing, feature engineering, standardization using Z-scores, the clustering process using K-Means, and classification using SVM in a hybrid approach. The novelty of this study lies in using K-Means cluster labels as target classes for SVM while combining historical and real-time data. The results show the formation of four clusters: Cluster 0 representing stable moderate consumption, Cluster 1 representing high consumption, Cluster 2 representing low consumption, and Cluster 3 representing fluctuating consumption. Evaluation yielded a Silhouette Score of 0.5095 and a Davies-Bouldin Index of 0.6868, indicating fairly good cluster quality. The SVM model achieved an accuracy of 99.23% with high precision, recall, and F1-score values. These results demonstrate that the hybrid approach is effective in improving analysis performance and producing a reliable model for classifying new electricity consumption data
Peran Sistem Informasi Global dan Knowledge Management dalam Meningkatkan Efisiensi dan Daya Saing Organisasi di Era Digital Ronni Rustam; Nurtaufiq; Hasmin Tari Mokui; Mustarum Musaruddin
PROSISKO: Jurnal Pengembangan Riset dan Observasi Sistem Komputer Vol. 13 No. 2 (2026): Prosisko Vol. 13 No. 2 Juli 2026
Publisher : Pogram Studi Sistem Komputer Universitas Serang Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30656/9cz9n464

Abstract

Perkembangan teknologi informasi dan globalisasi telah mendorong organisasi untuk menerapkan sistem informasi global dan knowledge management sebagai strategi utama dalam meningkatkan efisiensi operasional dan daya saing perusahaan. Sistem informasi global memungkinkan integrasi data, komunikasi, dan koordinasi antar cabang perusahaan secara real-time, sedangkan knowledge management membantu organisasi dalam mengelola, menyimpan, dan mendistribusikan pengetahuan agar dapat dimanfaatkan secara optimal. Penelitian ini menggunakan metode literature review dengan mengkaji berbagai referensi mengenai sistem informasi global dan knowledge management dalam organisasi modern. Hasil kajian menunjukkan bahwa integrasi kedua sistem tersebut mampu meningkatkan efektivitas pengambilan keputusan, mempercepat proses bisnis, meningkatkan inovasi, serta memperkuat koordinasi organisasi secara global. Namun, implementasi kedua sistem juga menghadapi berbagai tantangan seperti perbedaan budaya, regulasi internasional, infrastruktur teknologi, dan kesiapan sumber daya manusia. Oleh karena itu, organisasi memerlukan strategi implementasi yang tepat agar mampu memperoleh manfaat maksimal dari penerapan teknologi informasi di era digital.
ANALISIS PENGARUH SISTEM INFORMASI PARIWISATA TERHADAP PENINGKATAN JUMLAH WISATAWANBERBASIS DIGITAL Muhammad Safaat; Wahyuddin; Hasmina Tari Mokui; Mustarum Musaruddin; Hazen Masrafat
PROSISKO: Jurnal Pengembangan Riset dan Observasi Sistem Komputer Vol. 13 No. 2 (2026): Prosisko Vol. 13 No. 2 Juli 2026
Publisher : Pogram Studi Sistem Komputer Universitas Serang Raya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30656/2vrxdw31

Abstract

Perkembangan teknologi informasi memberikan pengaruh besar terhadap sektor pariwisata, khususnya dalam penyediaan informasi dan promosi destinasi wisata. Penelitian ini bertujuan untuk menganalisis pengaruh sistem informasi pariwisata terhadap peningkatan jumlah wisatawan berdasarkan berbagai penelitian terdahulu. Metode yang digunakan adalah literature review dengan mengumpulkan berbagai jurnal, artikel ilmiah, dan penelitian terkait sistem informasi pariwisata. Hasil penelitian menunjukkan bahwa sistem informasi pariwisata berbasis digital mampu meningkatkan jumlah wisatawan melalui kemudahan akses informasi, efektivitas promosi digital, serta perluasan jangkauan pemasaran wisata. Selain itu, kualitas informasi, tampilan website, kemudahan penggunaan, dan integrasi media sosial menjadi faktor penting dalam efektivitas sistem informasi pariwisata. Oleh karena itu, pengembangan sistem informasi pariwisata yang inovatif dan mudah diakses perlu terus ditingkatkan guna mendukung perkembangan sektor pariwisata di era digital.
Co-Authors Abdul Djohar Abdul Djohar Abdul Djohar Abdul Kadir Achmad Nur Aliansyah Adhi Setiawan Samsul Adhi Setiawan Samsul Aditya Rachman Agustinus Lolok Agustinus Lolok Agustinus Lolok Agustinus Lolok Ahmad Munawir Ahmad Nur Aliansyah Akhyar Muchtar Alhidayat Anshari Nur, Muh. Nadzirin Asminar Asminar Bambang Pramono Briam Harpah Matana Brian Dwijayanto Sarira Bunyamin Bunyamin Bunyamin Cindy Puspitafuri DANU SALAM Diah A.P, Zahwa Dickey Ansharullah Hamid Didin Eng. Lukas Kano Manggalla Faldin Fidmasari, Rezki Fika Saputri Gamal Abdel Nasser Masikki Gamal Abdel Nasser Maskki Hasmin Tari Mokui Hasmina Tari Mokui Hasmina Tari Mokui Hazen Masrafat Holis Hermansyah Indra Indrayati Galugu Isnawaty Isnawaty, Isnawaty Jaelani, Muhammad Ishak Kalimin Kansil, Fiani Karangan, Rishan Koedoes, Y.A. Labiran, Tommy Rekza Lolok, Agustinus Lukas Kano Mangalla, Lukas Kano Malikurrahim Mansur Mardawia Mabe Parenreng Muh. Saparun Muhamad Faza Almaliki Muhammad Fiqran Rusydi Muhammad Hasbi Muhammad Safaat Munawir, Ahmad Nazrayan, Nazrayan Nita Zelfia Dinianti Luzi Mulyawati Nur Rahmadani Nurtaufiq Nurul Khaerani Hamzidah Pagiling, luther Pebi Wahyudin Rayadin, Muhamad Amhar Rifki Rifki Rifki Rifki Rizal Adi Saputra Ronni Rustam Sahabuddin Hay Sahabuddin Hay, Sahabuddin Samuel Jie Sarita, Muh Ihsan Sarita, Muhammad Ihsan St. Nawal Jaya Sukardi Sukardi Tachrir Tachrir, Tachrir Tahir, Zulqifli Tambi Tambi Tari Mokui, Hasmina Wa Ode Siti Nur Alam Wahyuddin Zhafirah Majdiyah Mustarum Zulkaida, Wa Ode