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All Journal Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal FATEKSA : Jurnal Teknologi dan Rekayasa Akrab Juara : Jurnal Ilmu-ilmu Sosial Reviu Akuntansi, Manajemen, dan Bisnis Jurnal Teknologi dan Manajemen Industri Terapan Malcom: Indonesian Journal of Machine Learning and Computer Science Journal of Artificial Intelligence and Digital Business Eastasouth Journal of Effective Community Services Jurnal Pengabdian Masyarakat dan Riset Pendidikan Technologia Journal Technologia Journal Programming and Algorithm Fundamentals Intelligent Systems and Robotics
Rahanra, Nicodemus
Universitas Satya Wiyata Mandala
Humanities Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Mathematics Medicine & Pharmacology Social Sciences Other

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Perbandingan Metode MoSCoW dan AHP dalam Menentukan Kebutuhan Perangkat Lunak di Institusi Pendidikan: Systematic Literature Review: Comparison of the MoSCoW and AHP Methods in Determining Software Requirements in Educational Institutions: Systematic Literature Review Waroi, Elsina Novela; Rahanra, Nicodemus; Mawene, Brenstein; Thaniket, Rooy M.; Rahanra, Musa Henri Janto
MALCOM: Indonesian Journal of Machine Learning and Computer Science Vol. 5 No. 4 (2025): MALCOM October 2025
Publisher : Institut Riset dan Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57152/malcom.v5i4.2230

Abstract

Perangkat lunak berperan penting dalam menunjang kegiatan di institusi pendidikan. Banyaknya pilihan perangkat lunak menuntut adanya metode prioritisasi yang tepat. Penelitian ini membandingkan metode MoSCoW dan Analytical Hierarchy Process (AHP) dalam menentukan kebutuhan perangkat lunak melalui pendekatan Systematic Literature Review (SLR) terhadap 20 artikel terbitan 2021–2025. Hasil kajian menunjukkan bahwa AHP unggul dalam memberikan pembobotan kuantitatif dan mendukung pengambilan keputusan yang kompleks, sedangkan MoSCoW lebih unggul dalam kemudahan klasifikasi serta mudah dipahami oleh stakeholder non-teknis. Keunggulan penelitian ini terletak pada integrasi kedua metode melalui validasi silang, sehingga menghasilkan prioritisasi kebutuhan perangkat lunak yang tidak hanya praktis, tetapi juga objektif dan siap diimplementasikan. Dengan demikian, penelitian ini berhasil mencapai tujuannya untuk mengevaluasi keunggulan masing-masing metode sekaligus memberikan acuan praktis dalam penetapan prioritas kebutuhan perangkat lunak di institusi pendidikan
SISTEM DATABASE PADA JEMAAT GKI TABERNAKEL NABIRE MENGGUNAKAN VB NET DAN SQL SERVER Suripatty, Hemanus J.; Raymond, Christian Paul; Rahanra, Nicodemus; Wiai, Steven Antonio
Jurnal FATEKSA : Jurnal Teknologi dan Rekayasa Vol. 8 No. 2 (2023): Jurnal FATEKSA, Jurnal Teknologi dan Rekayasa
Publisher : Fakultas Teknologi dan Rekayasa

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Berdasarkan hasil analisis dan pembahasan data serta pembuatan sistem aplikasi database pada Jemaat GKI Tabernakel nabire, kemudian merancang sistem yang baru sesuai dengan kebutuhan dari aplikasi sistem database pada Jemaat GKI Tabernakel nabire menggunakan VB Net 2008 dan SQL Server 2005, maka penulis menarik kesimpulan Pembuatan aplikasi sistem database pada Jemaat GKI Tabernakel nabire telah berhasil dibuat dan siap untuk digunakan oleh pihak Jemaat GKI Tabernakel nabire. Bagi pembaca, hasil penelitian ini diharapkan dapat menambah wawasan pengetahuan terkait dengan cara pembuatan aplikasi sistem database yang berhubungan dengan organisasi, baik organisasi keagamaan maupun organisasi lainnya. Bagi Sekretariat Jemaat GKI Tabernakel Nabire dalam menyelesaikan pekerjaan administrasi yang berhubungan dengan database Jemaat GKI Tabernakel nabire..
E-Commerce System as A Web-Based Marketing Media for Fishermen's Catch in Wainami Village, Nabire Regency Nicodemus Rahanra
Technologia Journal Vol. 2 No. 1 (2025): Technologia Journal - February
Publisher : Pt. Anagata Sembagi Education

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62872/y5nv2w67

Abstract

Weinami Village is a village located on an island adjacent to Napan Village. The livelihoods of the residents in the village are as fishermen. The geographical position of the research location which is far from the city center makes it difficult for fishermen to market their catch. The livelihoods of residents around Weinami Village are fishermen, therefore there are no buying and selling transactions in the village, so the fishermen are confused about distributing their catch. E-Commerce is a system that connects sellers and buyers in an interaction network. If analogized as a market, then the transactions that occur take place digitally, not in a physical location. In this case, the business center is not a real building, but a digital-based system. By utilizing the internet network, the process of marketing and selling catches can be carried out widely without being hindered by national borders (Apridiansyah.et.all.2019). The author has developed a web-based fishing catch marketing system, starting from application planning to database creation. In the process, there was an error in the code that caused an error, but it was finally fixed. Currently, the marketing system in Weinami Village has been connected via localhost for testing purposes. Furthermore, this system is planned to be further developed with its own domain so that it can be used by fishermen in Weinami Village, thus facilitating transactions between sellers and buyers
Integration Of Digital Twin Technology and Smart Sensors in Real-Time Monitoring of Structural Health (SHM) of High-Rise Buildings Rahmawati; Amiruddin. A; Nicodemus Rahanra; Mira Wellya Fatma; Wahyudin
Jurnal Teknologi dan Manajemen Industri Terapan Vol. 4 No. 4 (2025): Jurnal Teknologi dan Manajemen Industri Terapan
Publisher : Yayasan Inovasi Kemajuan Intelektual

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55826/jtmit.v4i4.1686

Abstract

The integration of Digital Twin (DT) technology and smart sensors represents a new paradigm in structural health monitoring (SHM) of high-rise buildings. This study explores the synergy between data-driven physical simulation and real-time data collection to improve the accuracy of early damage detection. Using wireless sensor networks integrated with Building Information Modeling (BIM) models, environmental load and structural response data are processed in real time. The analysis results show that DT can reduce the margin of error in structural failure prediction by up to 30% compared with conventional methods. This study concludes that bidirectional data synchronization between the physical and digital worlds is crucial for disaster risk management and the efficient maintenance of modern buildings in dense urban areas.
Pemberdayaan Sivitas Akademika Arastamar Nabire dalam Literasi Digital melalui Pemanfaatan Teknologi Informasi Rahanra, Nicodemus; Noviyanto, Jemy; Rahanra, Musa Henri Janto
Eastasouth Journal of Effective Community Services Vol 4 No 03 (2026): Eastasouth Journal of Effective Community Services (EJECS)
Publisher : Eastasouth Institute

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58812/ejecs.v4i03.551

Abstract

Perkembangan teknologi informasi menuntut sivitas akademika untuk memiliki kemampuan literasi digital yang memadai. Literasi digital tidak hanya berkaitan dengan kemampuan menggunakan perangkat teknologi, tetapi juga mencakup pemahaman kritis, etika digital, dan pemanfaatan teknologi secara produktif dalam kegiatan akademik. Penelitian ini bertujuan untuk mendeskripsikan upaya pemberdayaan sivitas akademika Arastamar Nabire dalam meningkatkan literasi digital melalui pemanfaatan teknologi informasi. Metode yang digunakan adalah pendekatan kualitatif deskriptif dengan teknik pengumpulan data melalui observasi, wawancara, dan studi dokumentasi. Hasil penelitian menunjukkan bahwa pemanfaatan teknologi informasi, seperti platform pembelajaran daring, media digital akademik, serta pelatihan literasi digital, berkontribusi positif terhadap peningkatan kompetensi digital sivitas akademika. Pemberdayaan ini berdampak pada peningkatan kualitas pembelajaran, efektivitas komunikasi akademik, serta penguatan budaya akademik berbasis teknologi.
Performance Analysis of Internet of Things Architecture for Smart City Aplication Rahanra, Nicodemus; Santosa, Tomi Apra; Dewanto, Dewanto; Satriawansyah, Tri; Nurtamam, Mohammad Edy
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 5 No. 1 (2026): Februari - April
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v5i1.6792

Abstract

The rapid development of Internet of Things (IoT) technology has significantly transformed the conceptualization and implementation of smart city applications. This study aims to analyze the performance of Internet of Things (IoT) architecture in supporting smart city applications across various urban service domains, including transportation, environmental monitoring, public safety, and energy management. The research focuses on evaluating key performance indicators such as latency, throughput, scalability, reliability, and energy efficiency within a multilayer IoT architecture consisting of perception, network, middleware, and application layers.A quantitative experimental approach was employed by simulating smart city scenarios using heterogeneous sensors and communication protocols. Performance metrics were collected and analyzed under varying traffic loads and data transmission frequencies. The results indicate that network latency and bandwidth utilization significantly affect real-time data processing capabilities, particularly in time-sensitive services such as intelligent traffic systems and emergency response monitoring. Furthermore, the study found that edge computing integration enhances response time and reduces cloud dependency, thereby improving overall system efficiency and scalability.The findings suggest that optimizing network configuration, adopting lightweight communication protocols, and implementing distributed processing mechanisms are critical factors in enhancing IoT architectural performance for smart city applications. This research contributes to the development of a more reliable and efficient IoT infrastructure framework to support sustainable and data-driven urban governance. Future studies are recommended to explore security resilience and interoperability challenges in large-scale smart city deployments.
Assessment of Coral Reef Condition in Nusi Island, Nabire, Indonesia Rahanra, Nicodemus; Toha, Abdul Hamid; Boli, Paulus; Tebay, Selvi
Reviu Akuntansi, Manajemen, dan Bisnis Vol 5 No 3 (2026): Maret
Publisher : Penerbit Goodwood

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35912/rambis.v5i3.6318

Abstract

Purpose: This study aimed to assess coral reef health at Nusi Island, Nabire, Indonesia, by analyzing the benthic composition using Remotely Operated Vehicle (ROV) technology. Research Methodology: Data were collected using the Underwater Photo Transect (UPT) method, deploying a 50-meter transect line at approximately 10 m depth. High-resolution images were captured, and 1,500 data points were analyzed to evaluate the benthic substrate composition. Results: The findings revealed severe degradation of coral reefs. Site 2 (Pulau Nusi) showed only 3.13% live coral cover, with sand and rubble dominating the substrate. Site 1 (Nabire) fared slightly better, with 6.64% live coral cover, although it still showed significant damage. Conclusions: The coral reefs at both study sites are severely degraded, with Site 2 in a critical state, mainly due to sedimentation. These data highlight the need for targeted management strategies to mitigate these stresses and foster reef recovery. Limitations: This study was limited to a single 50-meter transect at one depth, providing a snapshot of the reef condition. Further research is required to identify specific degradation drivers and conduct long-term monitoring. Contributions: This study provides the first quantitative assessment of coral reef conditions on Nusi Island, offering essential baseline data for future conservation efforts.
Integrating Computational Thinking and Adaptive Curriculum Frameworks to Enhance Problem Solving Skills in Undergraduate Programming Education Across Diverse Learning Contexts Nicodemus Rahanra; Ahmad Ashifuddin Aqham; Eko Siswanto
Programming and Algorithm Fundamentals Vol. 1 No. 1 (2026): January: Programming and Algorithm Fundamentals
Publisher : Asosiasi Pengelola Jurnal Informatika dan Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66472/paf.v1i1.17

Abstract

This study investigates the integration of computational thinking (CT) principles with adaptive curricula to enhance problem-solving skills in undergraduate programming education. Traditional programming curricula often emphasize syntax and basic concepts, neglecting critical problem-solving strategies. The adaptive curriculum framework used in this study combines CT skills such as decomposition, pattern recognition, abstraction, and algorithmic thinking with personalized learning experiences. A mixed-method approach, combining qualitative and quantitative research, was employed to assess the effectiveness of this integrated approach. The results show significant improvements in students' problem-solving abilities, conceptual understanding, and engagement compared to a control group following a traditional curriculum. Students in the experimental group, which received the adaptive curriculum, demonstrated better performance in applying algorithms and debugging code. Additionally, students expressed higher levels of engagement and motivation, suggesting that the personalized learning environment fostered greater academic involvement. The study highlights the importance of integrating CT principles with adaptive learning frameworks to create a more inclusive and effective learning environment that accommodates diverse learning needs. The findings suggest that adaptive curricula can bridge gaps in traditional education by providing personalized support and ensuring that students progress at their own pace. This approach is especially beneficial for programming education, where both conceptual understanding and practical problem-solving skills are critical for success. Future research should explore the long-term impact of adaptive learning frameworks and investigate how these technologies can be integrated with traditional teaching methods to maximize their effectiveness.
Explainable Artificial Intelligence Methods for Autonomous Robot Decision Making: A Multi Agent Framework with Safety Assurance and Ethical Constraint Optimization Harry Setya Hadi; Nicodemus Rahanra
Intelligent Systems and Robotics Vol. 1 No. 1 (2026): February: Intelligent Systems and Robotics
Publisher : Asosiasi Pengelola Jurnal Informatika dan Komputer Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.66472/isr.v1i1.43

Abstract

Autonomous decision-making systems increasingly rely on complex artificial intelligence models to operate in dynamic and safety-critical environments. While these models provide strong predictive capabilities, their black-box nature limits transparency, trust, and accountability. This study proposes a structured research methodology for integrating Explainable Artificial Intelligence (XAI) into autonomous decision-making systems. The research adopts a conceptual–analytical approach to develop an explainability-oriented framework that embeds transparency across perception, decision-making, and action execution stages. The methodology includes literature-driven problem identification, conceptual framework construction, classification and mapping of XAI methods, and formulation of explainability evaluation criteria. The results demonstrate that effective explainability in autonomous systems requires a hybrid integration strategy, combining in-model transparency with post-hoc explanation mechanisms. A structured mapping of XAI techniques to autonomous system components and a conceptual decision-flow diagram are presented to illustrate explainability integration. The findings highlight that layered and context-aware explainability enhances system interpretability, supports human oversight, and improves safety relevance without compromising autonomous operation. This study contributes a reusable methodological foundation for the design and evaluation of explainable autonomous systems, offering practical guidance for future empirical validation and real-world deployment in safety-critical applications.
Co-Authors Ahmad Ashifuddin Aqham Alisyah Pitri Amiruddin. A Andriyana, Erni Arfan. Palumpun ST,MT Cakranegara, Pandu Adi Dewanto Dewanto Dharsono, Wardhana Wahyu Dina Destari Eko Siswanto Ellyawati , Noor Harry Setya Hadi Harsya, Rabith Madah Khulaili Hermanus Jimy Suripatty Irianty Tampubolon Mawene, Brenstein Mira Wellya Fatma Mohammad Edy Nurtamam, Mohammad Edy Noviyanto, Jemy Paulus Boli Pratiwi, Vidya Rahanra, Musa Henri Janto Rahmawati Raymond, Christian Paul Santosa, Tomi Apra Satriawansyah, Tri Sukaesih, Atjih Suripatty, Hemanus J. Tebay, Selvi Thaniket, Rooy M. Toha, Abdul Hamid Usman Tahir Wahyudin Waroi, Elsina Novela Wiai, Steven Antonio