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All Journal Jurnal Nasional Komputasi dan Teknologi Informasi The IJICS (International Journal of Informatics and Computer Science) Jurnal Sains dan Teknologi Jurnal Ilmu Komputer dan Sistem Informasi (JIKOMSI) RESOLUSI : REKAYASA TEKNIK INFORMATIKA DAN INFORMASI Jurnal Media Informatika Jurnal Sistem Informasi, Teknik Informatika dan Teknologi Pendidikan (JUSTIKPEN) Dike International Journal of Community Service Implementation Jurnal Ilmu Komputer Ruru Jurnal Pengabdian Ruru Jurnal Media dan Komunikasi Algebra : Jurnal Pendidikan Sosial dan Sains
Fricles A Sianturi
Universitas Tjut Nyak Dhien
Aerospace Engineering Automotive Engineering Chemistry Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Mechanical Engineering Neuroscience Physics Public Health Social Sciences Transportation Other

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Food and medical aid for flood-affected communities in Aceh Tamiang Legito Legito; Nurul Afni; Fricles Ariwisanto Sianturi; Arjon Samuel Sitio; Muhammad Dicky Syahputra Lubis
International Journal of Community Service Implementation Vol. 3 No. 4 (2026): IJCSI MARCH 2026
Publisher : CV. AFDIFAL MAJU BERKAH

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.55227/ijcsi.v3i4.511

Abstract

The emergency response period following a flash flood holds a strategic role in ensuring the survival of survivors and preventing the decline of public health status. This community service program aims to assist flood victims in Aceh Tamiang Regency by providing immediate logistics in the form of ready-to-eat food and basic medical packages to meet urgent nutritional and health needs. The activity was conducted on December 16 and 22, 2025, using a rapid response approach centered at evacuation points. The method used was participatory distribution with priority given to vulnerable groups. Results show that the program succeeded in distributing nutritional support that met the immediate energy requirements of survivors and effectively improved access to essential medicines. The program also fostered social support among the displaced population through active coordination with local health posts. As a significant contribution, this activity establishes an integrated emergency logistics distribution model that combines nutritional fulfillment and basic medical intervention to minimize post-disaster morbidity risks in isolated areas.
Classification of Coming‑of‑Age Song Lyrics Using Convolutional Neural Network (CNN) Architecture Arjon Samuel Sitio; Fricles Ariwisanto Sianturi; Anita Sindar
The IJICS (International Journal of Informatics and Computer Science) Vol. 10 No. 2 (2026): July
Publisher : Universitas Budi Darma

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30865/ijics.v10i2.9775

Abstract

The coming-of-age theme in song lyrics is rich in emotional expressions, identity transitions, and nostalgia. This study implements a 1-Dimensional (1D) Convolutional Neural Network (CNN) architecture to automatically classify coming-of-age-themed song lyrics. Raw lyrics data were collected through a custom scraping function get_song_lyrics, which then went through a structured text preprocessing stage to remove stopwords and non-semantic components. The cleaned words were represented into a vector space using a pre-trained 50-dimensional GloVe embedding (GloVe 50d) of size (max_length, 50) to capture semantic relationships between words. A 1D CNN model was applied to extract local features in the form of phrase combinations (n-grams) through filter shifting, followed by a Global Max Pooling layer to filter out the most dominant emotional information before the final classification process. As a comparison method and additional analysis, a rule-based approach using TextBlob was applied to extract polarity and subjectivity scores, while the Word Cloud technique was used to visualize the dominance of transitional lexical terms such as grow, leave, and remember. The gap between training and validation performance suggests that the model learned dataset-specific patterns rather than generalized semantic representations. Similar overfitting behavior has been reported in CNN-based lyric and sentiment classification studies when training data are limited or insufficiently diverse. The results showed that the integration of GloVe 50d semantic representation and local feature extraction by 1D CNN was able to produce high and stable accuracy in recognizing the unique characteristics of song lyrics with a maturity theme.
Penerapan Pelatihan Desain Grafis untuk Mendorong Kreativitas Siswa SMA Fricles A Sianturi; Arjon Samuel Sitio
Jurnal Pengabdian Ruru Vol. 1 No. 1 (2024): Edisi September
Publisher : Yayasan Grace Berkat Anugerah

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Abstract

Peningkatan keahlian desain grafis bagi siswa – siswi SMA dapat diselenggarakan oleh pihak sekolah melalui kegiatan – kegiatan ekstra kurikuler maupun kegiatan – kegiatan ekstrenal antara pihak sekolah dengan pihak lain. SMA Negeri 1 Deli Tua merupakan salah satu sekolah menengah atas negeri yang terletak di Jl. Soekarno-Hatta (By Pass), Waydadi Baru, Sukarame, Kota Bandar Lampung. Pelatihan desain grafis bagi siswa-siswi SMA Negeri 1 Deli Tua bertujuan untuk memberikan pengetahuan dan keterampilan dalam bidang desain grafis supaya siswa-siswi tersebut dapat menggunakan kemampuannya untuk membantu merancang flyer, media informasi maupun poster untuk kegiatan sekolah atau bahkan untuk bekal terjun ke dunia industri setelah lulus dari sekolah. Kegiatan pengabdian kepada masyarakat ini dilaksanakan menggunakan metode presentasi, diskusi dan praktikum. Setelah pemaparan materi pengantar di awal sesi oleh pemateri, para siswa-siswi langsung mempraktekkan pada komputer-nya masing-masing sesuai dengan arahan atau modul yang diberikan oleh pemateri. Adapun tahapan awal perancangan adalah pembuatan sketsa pola, penyusunan lay outing dan pemilihan warna yang sesuai dengan bentuk visual dari karya desain grafis yang dirancang
Co-Authors Amri Juanda Andi Arisman Andriana Manik Anita Sindar Ardin Natalius Harefa Arjon Samuel Sitio Arjon Samuel Sitio Arjon Samuel Sitio Ayu Nanda Safitri Bobby Gersonta Ginting Ferdiansyah Laia Ismail M. Sianturi Legito Legito Muhammad Dicky Syahputra Lubis Muhammad Hartono Novalinda Masihani Ndruru Nurul Afni Nurul Afni Puji Chairu Sabila Rahamat Setiawan Setiawan Sirjon Nainggolan Siti Ferdiansyah Ferdiansyah Sitio, Arjon Samuel Taufik Ismail Simanjuntak