Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 121-140 of 2840
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Identifikasi Tanaman Air terhadap Kebutuhan Cahaya, CO2, dan Penempatan dalam Aquascape Menggunakan YOLO
(Universitas Sumatera Utara, 2025)Designing a balanced and aesthetically pleasing aquascape is often hindered by difficulties in identifying and placing aquatic plants according to their specific light, CO2, and height requirements, with manual processes ... -
Optimasi Caption Otomatis: Studi Refinement Caption dari Model Vision-Language Menggunakan GPT-3.5
(Universitas Sumatera Utara, 2025)Generating relevant and engaging captions for images is a common challenge across various digital platforms, such as social media and e-commerce, making the need for systems that can automatically produce image captions ... -
Sistem Pendukung Keputusan Investasi pada Usaha Mahasiswa di Program MBKM Kewirausahaan USU dengan Metode CODAS dan CRITIC
(Universitas Sumatera Utara, 2025)Investment in student businesses requires objective and measurable analysis to accurately assess business feasibility. In the MBKM Entrepreneurship Program at Universitas Sumatera Utara, many students need funding to expand ... -
Deteksi Tingkat Kematangan Buah Alpukat menggunakan Metode YOLOv8
(Universitas Sumatera Utara, 2025)Indonesia is one of the countries with a wide variety of plant species. The avocado is an important local fruit from Central America and Mexico that grows in most regions worldwide with tropical and subtropical climates, ... -
Implementasi Arsitektur EfficientNet pada Platform Android untuk Klasifikasi Penyakit Hipertensi Berdasarkan Citra Iris Mata
(Universitas Sumatera Utara, 2025)Hypertension is classified as a non-communicable disease and is commonly known as “The Silent Killer” due to its minimal or absent symptoms. This condition is characterized by blood pressure exceeding the normal range. ... -
Implementasi Speech Recognition pada Aplikasi Virtual Reality Training untuk Meningkatkan Kemampuan Public Speaking Mahasiswa Teknologi Informasi
(Universitas Sumatera Utara, 2025)This study aims to develop a Virtual Reality Training application by implementing speech recognition to improve the public speaking skills of information technology students. The system was developed using Unity and the ... -
Prediksi Pelanggan Churn pada Perusahaan Ekspedisi Menggunakan Algoritma Regresi Logistik
(Universitas Sumatera Utara, 2025)The freight forwarding industry in Indonesia has experienced rapid growth, driven by the rise of online shopping and technological advancement. The increasingly fierce competition in this sector pushes logistics companies ... -
Implementasi Algoritma Sbert dan XGBRegressor untuk Penilaian Otomatis dan Pendeteksi Plagiarisme pada Ujian Esai
(Universitas Sumatera Utara, 2025)The development of technology has brought significant changes to the field of education, particularly with the emergence of online exam applications and websites. Online exams consisting of multiple-choice and essay types ... -
Deteksi Gerak Tendangan dalam Olahraga Pencak Silat Bagi Pemula Menggunakan YOLOv11
(Universitas Sumatera Utara, 2025)Pencak silat is a traditional Indonesian martial art that emphasizes precision in technique, especially in kicking movements. Errors in kicking techniques can lead to injuries, particularly in the leg muscles. Novice ... -
Deteksi Kantuk Pengemudi Roda Empat dengan Variasi Pencahayaan Menggunakan SSD-MobileNetV3
(Universitas Sumatera Utara, 2025)Drowsiness while driving is one of the leading causes of traffic accidents, particularly among drivers of four-wheeled vehicles. This study aims to develop a real-time driver drowsiness detection system based on facial ... -
Identifikasi Kualitas Biji Kopi Hijau Menggunakan CNN- VGG19 dan Random Forest untuk Meningkatkan Akurasi Sortir Pra-Produksi pada Industri Kopi
(Universitas Sumatera Utara, 2025)The quality of green coffee beans is a fundamental factor in determining the final product quality, which directly influences the selling price and market preference. The current manual sorting process is prone to ... -
Analisis Performansi Quality of Service Jaringan Pada Software-Defined Network Dengan Ryu Controller dan Floodlight Controller
(Universitas Sumtera Utara, 2025)The use of internet network services by internet users to carry out various online activities is currently increasing. This causes a decrease in speed due to decreased performance due to the density of data packets on ... -
Klasifikasi Cyberbullying pada Media Sosial Tiktok Menggunakan Indobert Embedding dan Support Vector Machine
(Universitas Sumatera Utara, 2025)TikTok is a social media platform that is free to use. This freedom has resulted in many users making various comments containing hate speech. This research aims to classify types of cyberbullying. This research uses the ... -
Otomatisasi Penilaian Aset pada Transaksi Pegadaian Menggunakan Machine Learning
(Universitas Sumatera Utara, 2024)Asset valuation is often subjective and can vary between appraisers, leading to uncertainty in determining an accurate value. The high volatility of certain asset types further complicates the effort to establish a stable ... -
Analisis Aktivitas Pengguna Mobile Banking Berdasarkan Klasterisasi Waktu Transaksi Menggunakan Metode Self-Organizing MAP (SOM)
(Universitas Sumatera Utara, 2025)Pertumbuhan pesat layanan mobile banking di Indonesia menuntut pemahaman yang lebih dalam terhadap perilaku pengguna, terutama dalam hal waktu dan pola transaksi. Namun, tantangan yang dihadapi adalah bagaimana mengelompokkan ... -
Implementasi SSD MobileNetV2 untuk Deteksi Sampah di Industri Daur Ulang Sampah Berbasis Website
(Universitas Sumatera Utara, 2025)The high volume of unmanaged waste in Indonesia is a serious environmental problem, where the waste sorting process that is still carried out manually by human labor poses efficiency challenges and high health risks for ... -
Penerapan Deep Learning untuk Klasifikasi Penyakit Katup Jantung pada Video Ekokardiografi Doppler
(Universitas Sumatera Utara, 2025)Valvular heart diseases, such as mitral regurgitation (the backflow of blood from the ventricle into the left atrium) and mitral stenosis (narrowing of the valve that impedes blood flow), can disrupt the hemodynamic function ... -
Implementasi Metode Yolo V8 dalam Identifikasi Tajwid: Hukum Bacaan Nun Mati pada Al-Quran Secara Realtime Berbasis Android
(Universitas Sumatera Utara, 2025)The difficulties of Muslims in knowing the science of tajweed, especially the law of reading Nun Mati, is a challenge for most Muslims when reading the Qur'an. Traditional learning media are often perceived as less ... -
Identifikasi Jenis dan Menghitung Jumlah Roti Memanfaatkan Citra dengan Menggunakan Faster R-CNN
(Universitas Sumatera Utara, 2025)The advancement of technology in the era of Industry 4.0 digitalization has driven various sectors to increasingly adopt artificial intelligence, including the food industry such as bakery products. This research seeks to ... -
Implementasi Computational Thinking untuk Pembelajaran Al-Qur'an menggunakan Scratch 3.0
(Universitas Sumatera Utara, 2025)This study was conducted to implement the Computational thinking approach in Qur’an learning through an educational game developed using Scratch 3.0. The main problems faced by elementary school students in memorizing ...