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All Journal JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) SITEKNIK: Sistem Informasi, Teknik dan Teknologi Terapan NJCOM: Community Service Journal
Mega Fitri Yani
Universitas Telkom, Indonesia
Religion Agriculture, Biological Sciences & Forestry Humanities Automotive Engineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Decision Sciences, Operations Research & Management Education Environmental Science Social Sciences Other

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Transformasi UMKM Gula Semut Menuju Daya Saing Pasar: Studi Kasus di Kampung Kaum Selatan Desa Mangunreja Avon Budiyono; Umar Yunan Kurnia Septo Hediyanto Hediyanto; Mega Fitri Yani
NJCOM: Community Service Journal Vol. 1 No. 2 (2025): July
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.15808328

Abstract

Pemberdayaan UMKM di wilayah pedesaan menjadi kunci dalam menghadapi tantangan globalisasi dan memperkuat fondasi ekonomi nasional. Kampung Kaum Selatan, Desa Mangunreja, Kabupaten Tasikmalaya, merupakan salah satu wilayah dengan potensi ekonomi lokal yang besar, khususnya dalam produksi gula semut berbahan baku nira/kawung. Namun, proses produksi dan pemasaran masih dilakukan secara konvensional, sehingga membatasi perkembangan usaha. Melalui program pengabdian masyarakat ini, dilakukan pelatihan dalam tiga aspek utama, yaitu pembentukan legalitas badan usaha, perbaikan proses produksi dengan teknologi tepat guna, serta diversifikasi produk dan pembuatan kemasan yang menarik. Hasil kegiatan menunjukkan peningkatan pengetahuan kewirausahaan, efisiensi produksi, serta peningkatan daya saing produk. Meskipun demikian, masih ditemukan tantangan berupa rendahnya literasi digital yang perlu ditindaklanjuti dengan pendampingan lebih lanjut. Pendekatan kolaboratif dan partisipatif terbukti efektif dalam meningkatkan kapasitas UMKM dan mendorong pertumbuhan ekonomi lokal secara berkelanjutan.
Pemanfaatan Limbah Kotoran Burung Walet Menjadi Pupuk Buatan Dan Cairan Pestisida Pembasmi Hama Sebagai Solusi Kelangkaan Pupuk Bagi Gabungan Kelompok Tani Adityas Widjajarto; Muhammad Ilham Maulana; Mega Fitri Yani
NJCOM: Community Service Journal Vol. 1 No. 2 (2025): July
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.15814432

Abstract

Kelompok tani di Desa Mangunreja, Tasikmalaya menghadapi krisis pupuk kimia yang menyebabkan penurunan hasil panen hingga 50%. Penelitian ini mengembangkan solusi berbasis pemanfaatan kotoran walet sebagai pupuk organik cair melalui proses fermentasi. Metode pembuatan melibatkan: (1) pengumpulan dan penghalusan kotoran walet, (2) pencampuran dengan EM4 dan molase, (3) fermentasi 7-10 hari, serta (4) penyaringan untuk menghasilkan pupuk cair. Analisis menunjukkan produk akhir mengandung unsur hara makro (N 2,1%, P 1,8%, K 1,5%) dan mikro (Ca, Mg) yang essensial bagi tanaman. Implementasi program pengabdian masyarakat tahun 2024 berfokus pada tiga aspek: produksi pupuk organik, formulasi pestisida alami, dan pengembangan pemasaran produk. Hasil evaluasi menunjukkan peningkatan 35% produktivitas lahan percobaan dengan biaya produksi 40% lebih murah dibanding pupuk kimia. Inovasi ini tidak hanya mengatasi kelangkaan pupuk tetapi juga mendorong pertanian berkelanjutan berbasis sumber daya lokal.
Study of the Implementation of Knowledge Management: A Case Study of PT GMF AeroAsia Muhdiantini, Cindy; Yani, Mega Fitri; Harizillah, M. Ahyar; Rahman, Ilham Auliya
JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Vol 10, No 2 (2025)
Publisher : STKIP PGRI Tulungagung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29100/jipi.v10i2.5817

Abstract

PT Garuda Maintenance Facility AeroAsia Tbk (GMF AeroAsia), as one of the leading aircraft maintenance service providers in Indonesia, recognizes the importance of Knowledge Management in supporting its business growth. Since its establishment in 2002, PT GMF AeroAsia has transformed from a subsidiary of Garuda Indonesia into an independent business entity serving various domestic and international airlines. This study aims to examine the implementation of Knowledge Management at PT GMF AeroAsia. The study employs a comprehensive literature review method utilizing various sources such as Google Scholar, Scopus, and company reports. The research findings indicate that PT GMF AeroAsia has successfully integrated Knowledge Management into various aspects of the company. Knowledge Management has become the foundation for PT GMF AeroAsia to continuously enhance competence and innovation in the competitive Maintenance, Repair, and Operation (MRO) industry. This study provides a deeper understanding of the implementation of Knowledge Management at PT GMF AeroAsia and contributes to the development of Knowledge Management in the aviation industry.
Fine-Tuning Panoptic FPN with ResNet-50 for Maritime Obstacle Detection on the LaRS Dataset Istifa Shania Putri; Sugih Ahmad Fauzan; Mega Fitri Yani; Cindy Muhdiantini
SITEKNIK: Sistem Informasi, Teknik dan Teknologi Terapan Vol. 3 No. 3 (2026): July
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.20768168

Abstract

Maritime obstacle detection is a critical challenge for Unmanned Surface Vehicles (USVs) operating in complex and dynamic environments. This study investigates the effectiveness of fine-tuning Panoptic FPN, a Mask R-CNN-based architecture augmented with Feature Pyramid Networks, for panoptic segmentation on the LaRS (Lake, River, Seas) dataset. Unlike prior work that explored model comparisons broadly, this research focuses specifically on the impact of hyperparameter tuning and backbone selection on maritime panoptic segmentation performance. Through systematic ablation studies, we demonstrate that adjusting the learning rate to 0.002 and the gamma decay factor to 0.2 yields significant improvements. Our fine-tuned Panoptic FPN with a ResNet-50 backbone achieves a Panoptic Quality (PQ) of 45.31%, surpassing the previous state-of-the-art Mask2Former Swin-B (41.7%) by 3.61 percentage points. Notably, ResNet-50 outperforms the deeper ResNet-101 backbone (36.47% PQ), suggesting that heavier architectures may overfit on domain-specific maritime datasets. Furthermore, Panoptic FPN requires only 8 hours of training compared to approximately 2 days for Mask2Former Swin-L, demonstrating superior computational efficiency. These findings highlight that targeted fine-tuning of lightweight architectures can outperform larger transformer-based models in maritime panoptic segmentation tasks.
A Bibliometric Analysis of Research Trends in AI Integration within Cloud Computing Mega Fitri Yani; Istifa Shania Putri; Cindy Muhdiantini; Farid Munadhil
SITEKNIK: Sistem Informasi, Teknik dan Teknologi Terapan Vol. 3 No. 2 (2026): April
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.19927559

Abstract

The integration of Artificial Intelligence (AI) and cloud computing has emerged as a rapidly expanding research area, driven by the need for scalable, elastic, and cost-efficient intelligent systems. Cloud infrastructures enable dynamic resource allocation and pay-as-you-go models, making them ideal environments for AI model training and deployment. Despite the growing volume of publications, a structured mapping of the intellectual landscape of AI–cloud integration remains necessary. This study aims to analyze the research landscape of AI integration in cloud computing using a bibliometric approach. Data were collected from the Scopus database for the period 2021-2026 using the query “Artificial Intelligence” AND “Cloud Computing”, focusing on English-language articles. The analysis was conducted using the Bibliometrix package in R to examine Annual Scientific Production, Countries Collaboration World Map, Most Relevant Affiliations, Co-occurrence Network, Thematic Map, Most Relevant Words, Trend Topics. The findings reveal a significant increase in publications after 2021, indicating accelerating academic interest in AI–cloud convergence. International collaboration is dominated by countries such as India, China, Saudi Arabia, the United States, and the United Kingdom. Thematic analysis shows that artificial intelligence and cloud computing function as foundational themes, with machine learning acting as a key driving force. Emerging topics such as edge computing and real-time systems suggest a shift toward intelligent, distributed, and data-intensive cloud environments.
From Technical Security to Human Awareness: A Bibliometric Review of Cybersecurity Education Research Cindy Muhdiantini; Mega Fitri Yani; Istifa Shania Putri
SITEKNIK: Sistem Informasi, Teknik dan Teknologi Terapan Vol. 3 No. 2 (2026): April
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.19897820

Abstract

The rapid advancement of information technology has increased cybersecurity threats, emphasizing the importance of education in building security awareness and human-centered defense capabilities. As research on cybersecurity education continues to grow, a systematic understanding of its research trends and thematic evolution is required. This study analyzes global research trends in cybersecurity education using a bibliometric approach. A total of 189 Scopus-indexed publications from 2020 to 2026 were analyzed using the bibliometrix R package and the Biblioshiny interface. The analysis examines annual publication growth, dominant keywords, evolving research topics, and geographical research contributions. The results indicate a steady increase in scientific production, confirming cybersecurity education as an expanding research domain. While technical topics such as network and data security remain prominent, recent research shows a clear shift toward education, training, and security awareness, highlighting the growing importance of human factors in cybersecurity. In addition, the findings reveal an imbalance in global research contributions and relatively limited international collaboration. This study provides a concise overview of the development and structure of cybersecurity education research and offers insights to support future studies, curriculum development, and policy formulation.
Digitalisasi Manajemen Aset Desa Citeureup: Implementasi Aplikasi untuk Pengelolaan Aset yang Transparan dan Efisien Tengku Ahmad Riza; Mega Fitri Yani
NJCOM: Community Service Journal Vol. 2 No. 1 (2026): January
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.18434497

Abstract

Desa Citeureup di Kecamatan Dayeuhkolot, Kabupaten Bandung, menghadapi tantangan dalam pengelolaan aset desa yang masih bergantung pada sistem pencatatan manual menggunakan Microsoft Excel. Sistem ini memiliki berbagai keterbatasan dalam hal transparansi, akurasi data, dan aksesibilitas informasi bagi masyarakat. Program pengabdian masyarakat ini bertujuan untuk mengatasi permasalahan tersebut melalui pengembangan sistem manajemen aset berbasis website yang mudah diakses, aman, dan terstruktur. Kegiatan dilakukan melalui beberapa tahapan, mulai dari survei kebutuhan, pengembangan sistem, pelatihan, hingga implementasi dan evaluasi. Website yang dikembangkan mencakup fitur pencatatan aset real-time, pelacakan kondisi, dan pelaporan otomatis. Pelatihan dan pendampingan dilakukan untuk meningkatkan kapasitas aparatur desa dan partisipasi masyarakat. Hasil evaluasi awal menunjukkan peningkatan signifikan dalam efisiensi, akuntabilitas, dan transparansi pengelolaan aset desa. Keberhasilan program ini menegaskan pentingnya digitalisasi tata kelola desa yang berbasis konteks lokal dan dukungan aktif pemerintah desa.
Community Empowerment of MSMEs through Business Model Canvas Training and the Utilization of Digital Technology in Business Development Siti Hajar Komariah; Ananda Risya Triani; Cindy Muhdiantini; Mega Fitri Yani
NJCOM: Community Service Journal Vol. 2 No. 2 (2026): JULY
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.21629347

Abstract

Micro, Small, and Medium Enterprises (MSMEs) play an important role in supporting community economic growth. However, many MSME actors still face challenges in business management, business model development, and the use of digital technology. This community service program aims to improve MSME capacity through training and mentoring on the Business Model Canvas (BMC), entrepreneurship, and digital marketing strategies. The program was conducted with Wahana Bina Insani in Bandung Regency using a participatory approach, including needs identification, training, hands-on practice, and evaluation. The materials covered business model concepts, the nine elements of BMC, branding, social media use, and digital content creation. Participants practiced developing their own business models based on their enterprises. The results showed improved understanding of structured business planning, customer segmentation, value creation, and digital marketing utilization. This program is expected to enhance MSME adaptability and competitiveness in the digital economy era.
Community-Based Flood Monitoring and Mitigation Education through the Implementation of Biopore Systems in Cangkuang Kulon Village Rd. Rohmat Saedudin; Cindy Muhdiantini; Mega Fitri Yani
NJCOM: Community Service Journal Vol. 2 No. 2 (2026): JULY
Publisher : RAM PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5281/zenodo.21629704

Abstract

Floods are among the most common hydrometeorological disasters in Indonesia and have significant impacts on the social and economic well-being of communities. Cangkuang Kulon Village, Bandung Regency, is one of the areas vulnerable to flooding, highlighting the need to strengthen community capacity in disaster mitigation. This community service program aimed to enhance public understanding of community-based flood monitoring and mitigation through the implementation of biopore systems and the provision of supporting facilities. The activity involved village officials and local community members. The implementation methods included educational sessions, interactive discussions, and the handover of biopore construction equipment. The results indicated an improvement in community understanding of environmental monitoring, the application of biopore systems as a flood mitigation measure, and the importance of community participation in building sustainable disaster preparedness.
IKEA: Enhancing Customer Experience through Digital Transformation Mega Fitri Yani; Cindy Muhdiantini; Fitri Adini Firdaus; Hasan Abdullah Muhammad
JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Vol 10, No 2 (2025)
Publisher : STKIP PGRI Tulungagung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29100/jipi.v10i2.5814

Abstract

Digital transformation has become a key driver for companies to remain relevant and competitive. IKEA, as one of the world's largest furniture retailers, has proactively embraced digital transformation as a core strategy to enhance customer experience. This research explores various digital initiatives by IKEA, including the development of the IKEA Place app using Augmented Reality (AR) technology and the enhancement of online platforms with advanced features. Additionally, IKEA has made strategic investments in digital technology in physical stores, such as interactive digital kiosks and mobile payment systems. This study utilizes a comprehensive literature review method, leveraging Google Scholar, Scopus, and company reports to ensure credible and up-to-date information. The findings indicate that IKEA's digital transformation has positively impacted customer satisfaction and loyalty. However, IKEA also faces various challenges in this transformation process. This research provides in-depth insights into IKEA's digital transformation journey, sustainability factors, Five Forces analysis, new business strategies, and recommendations for the future. In conclusion, IKEA's digital transformation has successfully significantly enhanced customer experience, albeit requiring ongoing adaptation and innovation.
Co-Authors Adityas Widjajarto Agustiana, Nathifa Ananda Risya Triani Asriana Asriana, Asriana Ati Maryati Ati Maryati Auliya Rahman, Ilham Avon Budiyono Cindy Muhdiantini Cindy Muhdiantini Cindy Muhdiantini Farid Munadhil Fitri Adini Firdaus Hadi Hariyanto Harizillah, M. Ahyar Hasan Abdullah Muhammad Ibnu Zulkarnain Ibnu Zulkarnain Ilham Auliya Rahman Ilham Auliya Rahman Istifa Shania Putri Luthfi Ramadani Maryati, Ati Muhammad Dwi Hary Sandy Muhammad Fathinuddin Muhammad Ilham Maulana Muhammad, Hasan Abdullah Muharman Lubis Muhdiantini, Cindy R. Apip Miptahudin Rahman, Ilham Auliya Rd. Rohmat Saedudin Rd. Rohmat Saedudin Richard Tryas Sembiring Sandy, Muhammad Dwi Harry Sandy, Muhammad Dwi Hary Siti Hajar Komariah Soni Fajar Surya Gumilang Sugih Ahmad Fauzan Syifa Nur Aini Syifa Nur Aini Tengku Ahmad Riza Umar Yunan Kurnia Septo Hediyanto Hediyanto