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Artificial Intelligence in Integrated Marine Observing Systems: A Comprehensive Review Soni Adiyono; Muhammad Arifin; Noor Latifah; Eko Darmanto
International Journal of Marine Engineering Innovation and Research Vol. 10 No. 1 (2025)
Publisher : Department of Marine Engineering, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j25481479.v10i1.4754

Abstract

The marine ecosystem is vital for sustaining life on Earth, yet its vastness and complexity present significant challenges for effective monitoring and management. Integrated Marine Observing Systems (IMOS) have emerged as essential tools for understanding and protecting marine environments. This study aims to systematically review the integration of artificial intelligence (AI) into IMOS, focusing on its contributions to data processing, biodiversity monitoring, and environmental change analysis. A systematic literature review (SLR) method is employed to analyze existing research and identify key AI techniques and their applications in marine and oceanographic studies. Results indicate that deep learning is the most widely used AI method, with marine research being the primary application domain. Other areas, such as environmental monitoring and industrial systems, also demonstrate considerable potential. However, data inconsistency, operational limitations, and the lack of standardized frameworks remain significant barriers. This review highlights the transformative role of AI in enhancing IMOS capabilities and provides recommendations for addressing existing challenges to support sustainable marine management.
Smart Port Management in Digital Transformation: A Review for Future Research Syafrie Muhammad Hawari; Triana Rahajeng Hadiprawoto; Ira Iriyanty; Yeshika Alversia; Soni Adiyono
International Journal of Marine Engineering Innovation and Research Vol. 9 No. 3 (2024)
Publisher : Department of Marine Engineering, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j25481479.v9i3.4903

Abstract

Ports are basic center points in worldwide transportation, affecting supply chains and national economies. With the rise of Industry 4.0, joining computerised change such as IoT, huge information, cloud computing, and AI into harbour operations has ended up progressively vital. This study provides a systematic evaluation of 41 selected articles focusing on three critical aspects of smart port development: developments in digital transformation, assessment of smart port implementation, and related challenges and limitations. Utilizing indicators such as technology relevance, operational efficiency, user experience, regulatory barriers, and infrastructure readiness, the analysis reveals that a significant number of articles contributed to digital transformation technologies (average score: 7.61), performance evaluation (average score: 6.63), and challenges and barriers (average score: 6.15). Trend graphs and Pareto diagrams highlight fluctuations in contributions and emphasize that a small number of high-scoring articles have a considerable impact. This research underscores the importance of a thorough and systematic approach in assessing digital transformation technologies and offers valuable insights into the current landscape, opportunities, and challenges. The findings are intended to guide stakeholders in developing effective strategies for achieving sustainable digital transformation in smart ports.
Cyberbullying on Multicultural Education a Coastal Community Perspective: Systematic literature review Nanik Susanti; Soni Adiyono; Zainur Romadhon
International Journal of Marine Engineering Innovation and Research Vol. 9 No. 1 (2024)
Publisher : Department of Marine Engineering, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j25481479.v9i1.5053

Abstract

This research explores the pervasive issue of cyberbullying, primarily targeting children and teenagers due to their close proximity to communication technologies. Cyberbullying manifests through various forms such as flaming, harassment, and identity impersonation, causing significant psychological and academic impacts on victims. The study, based on a selection of 30 Scopus publications, reveals that cyberstalking holds the highest classification at 90%, followed by flaming at 73%. The consequences of cyberbullying are classified into social (67%), psychological (63%), and academic (57%) impacts. The research emphasizes the need for specific knowledge about cyberbullying in coastal communities, where victims experience feelings of insecurity, isolation, and reduced academic concentration. The conclusion highlights the importance of raising awareness, implementing literacy programs, and enforcing regulations to combat cyberbullying, especially in the context of the Fourth Industrial Revolution. The findings provide valuable insights into the coastal community's perception of cyberbullying, urging parents to play an active role in safeguarding their children and promoting digital literacy.
Implementasi Sistem Informasi Retur Barang Rusak Berbasis Web di PT Telkom Akses Kudus Damar Aji Gurowo; Soni Adiyono
ABDIMASKU : JURNAL PENGABDIAN MASYARAKAT Vol 9, No 2 (2026): MEI 2026
Publisher : LPPM UNIVERSITAS DIAN NUSWANTORO

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.62411/ja.v9i2.3303

Abstract

Kegiatan pengabdian ini dilaksanakan di PT Telkom Akses Kudus untuk mengatasi pengelolaan retur barang rusak yang masih dilakukan secara manual melalui Microsoft Excel dan aplikasi pesan instan. Kondisi tersebut menyebabkan pencatatan berulang, potensi kesalahan input nomor serial, duplikasi data, serta kesulitan dalam pelacakan status barang dan penyusunan laporan. Oleh karena itu, topik ini penting karena berkaitan langsung dengan efisiensi kerja admin gudang dan ketepatan pengelolaan data retur perangkat rusak. Metode pelaksanaan menggunakan model Waterfall yang meliputi analisis kebutuhan, perancangan sistem, implementasi, pengujian sistem, dan pemeliharaan. Hasil kegiatan menunjukkan bahwa sistem informasi retur barang rusak berbasis web yang dibangun mampu mendukung proses login, registrasi teknisi, input data barang rusak, verifikasi serial number, pengelolaan status barang, serta monitoring melalui dashboard. Penerapan sistem mempermudah pencatatan, pencarian data, pelacakan riwayat, rekapitulasi, dan penyusunan laporan. Evaluasi pengguna juga menunjukkan respons sangat positif, sehingga dapat disimpulkan bahwa sistem ini efektif membantu pengelolaan retur barang rusak secara lebih terintegrasi, tertib, dan efisien.
Optimalisasi kinerja host tiktok melalui pengembangan sistem monitoring live streaming dan rekap konten berbasis web di PT. Aqualux Yita Abadi Lu'lu'il Laili; Soni Adiyono
SELAPARANG: Jurnal Pengabdian Masyarakat Berkemajuan Vol 10, No 2 (2026): April
Publisher : Universitas Muhammadiyah Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31764/jpmb.v10i2.38935

Abstract

Abstrak      PT Aqualux Yita Abadi, perusahaan yang memanfaatkan platform TikTok untuk pemasaran produk, menghadapi kendala dalam mengevaluasi kinerja host secara objektif akibat proses rekap konten dan monitoring live streaming yang masih dilakukan secara manual menggunakan catatan kertas. Metode ini menyebabkan ketidakakuratan data, tidak adanya dokumentasi terpusat, serta keterlambatan evaluasi kinerja. Kegiatan pengabdian masyarakat ini bertujuan untuk mengembangkan dan mengimplementasikan Sistem Monitoring Live Streaming dan Rekap Konten untuk Evaluasi Kinerja Host TikTok Berbasis Web bagi PT Aqualux Yita Abadi. Mitra sasaran kegiatan ini adalah PT Aqualux Yita Abadi yang melibatkan 9 orang host live streaming, 1 staf HRD, dan 1 Manajer Operasional sebagai peserta kegiatan, berlokasi di Jalan Lingkar Selatan Kec. Mejobo, Kabupaten Kudus. Metode pelaksanaan meliputi analisis kebutuhan sistem, perancangan sistem, pengembangan sistem menggunakan framework Laravel dengan arsitektur MVC, uji coba sistem (testing), evaluasi sistem, serta implementasi dan pelatihan. Hasil kegiatan menunjukkan bahwa sistem berhasil dikembangkan dengan fitur autentikasi berbasis role, dashboard monitoring real-time, fitur validasi data, serta laporan kinerja yang dapat diekspor dalam format Excel. Implementasi sistem meningkatkan efisiensi waktu rekap data dari berhari-hari menjadi hitungan menit, menghilangkan potensi kesalahan pencatatan manual, serta menyediakan dokumentasi terpusat yang memudahkan verifikasi bukti live streaming. Keberhasilan kegiatan ini ditinjau dari kemampuan sistem dalam membantu pengelolaan monitoring live streaming secara lebih terstruktur dan objektif. Kata kunci: sistem monitoring; live streaming; evaluasi kinerja; laravel; pengabdian masyarakat. Abstract      PT Aqualux Yita Abadi, a company utilizing the TikTok platform for product marketing, faces challenges in objectively evaluating host performance due to the manual process of content recapitulation and live streaming monitoring using paper records. This method leads to data inaccuracies, lack of centralized documentation, and delays in performance evaluation. This community service activity aims to develop and implement a Web-Based Live Streaming Monitoring and Content Recapitulation System for Evaluating TikTok Host Performance for PT Aqualux Yita Abadi. The target partner of this activity is PT Aqualux Yita Abadi, involving 9 live streaming hosts, 1 HR staff member, and 1 operational manager as participant, located at Jalan Lingkar Selatan, Mejobo District, Kudus Regency. The implementation methods include system requirements analysis, system design, system development using the Laravel framework with MVC architecture, system testing, system evaluation, as well as implementation and training. The results show that the system has been successfully developed with role-based authentication features, real-time monitoring dashboards, data validation features, and performance reports that can be exported to Excel format. The system implementation improves data recapitulation time efficiency from days to minutes, eliminates the potential for manual recording errors, and provides centralized documentation that facilitates verification of live streaming evidence. The success of this activity is measured by the system's ability to assist in managing live streaming monitoring in a more structured and objective manner. Keywords: monitoring system; live streaming; performance evaluation; laravel; community service