Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 21-40 of 2820
-
Deteksi Penggunaan Ponsel pada Pengemudi Kendaraan Roda Empat Menggunakan Metode YOLOv8 secara Real-Time
(Universitas Sumatera Utara, 2025)The behavior of using mobile phones while driving is one of the primary sources of distraction among four-wheeled vehicle drivers contributing to an increased risk of traffic accidents. According to the National Highway ... -
Implementasi Market Basket Analysis Untuk Penjualan Hasil Tangkapan Ikan Di Kota Sibolga Berbasis Web Menggunakan Algoritma Fp-Growth
(Universitas Sumatera Utara, 2025)The city f Sibolga has a very large fish income. The fish obtained are usually sold, and this is still done manually (not yet through e-commerce and internet networks). This manual system takes quite a lot of time, because ... -
Smart Cardio Holter untuk Pradiagnosis Penyakit Jantung berbasis Artificial Intelligence dan Internet of Things
(Universitas Sumatera Utara, 2025)Cardiovascular disease is the leading cause of death globally, with a death toll reaching approximately 17.9 million people annually according to the World Health Organization (WHO). Early detection of heart disorders, ... -
Optimalisasi Klasifikasi Tree dalam Beragam Keputusan Multi Produk Ritel Online
(Universitas Sumatera Utara, 2025)This study discusses class imbalance in datasets, where the minority class is significantly smaller than the majority class. This imbalance causes classification algorithms to be biased toward the majority class, leading ... -
Perancangan Sistem Monitoring Kualitas Madu Ber- Basis IoT dengan Metode K-Nearest Neighbors (K-NN) Berdasarkan Sumber Makanan dan Lingkungan Peternakan Lebah
(Universitas Sumatera Utara, 2025)Honey quality is a key factor in the beekeeping industry that requires continuous Monitoring to ensure optimal product standards. This research aims to develop an Internet of Things (IoT) based honey quality Monitoring ... -
Deteksi Jenis Penyakit Tanaman Tebu Berdasarkan Citra Daun Menggunakan SSD MobileNet V2
(Universitas Sumatera Utara, 2025)Sugarcane, scientifically known as Saccharum Officinarum Linn, is a plant used as the raw material for sugar production. However, the productivity of sugarcane growth continues to decline, as reflected in the low sugar ... -
Peningkatan Akurasi K-Means menggunakan Kombinasi Rapid Centroid Estimation dan Canberra Distance
(Universitas Sumatera Utara, 2025)K-Means is a widely used clustering method due to its simplicity; however, it has limitations related to the random initialization of centroids and its reliance on the Euclidean Distance metric. This study aims to improve ... -
Identifikasi Komposisi Tidak Halal pada Makanan Kemasan Korea Menggunakan OCR dan Fuzzy String Matching
(Universitas Sumatera Utara, 2025-07)This study aims to develop a system to assist Muslim consumers in identifying the halal status of food ingredients listed on Korean packaged food products. The problem arises because many imported food products from Korea ... -
Pengembangan Model IoT dan Pendekatan Machine Learning (ML) pada Budidaya Perikanan
(Universitas Sumatera Utara, 2025)Traditional fish farming faces various challenges, including a high dependence on environmental factors that affect fish growth and health, where water quality and parameter monitoring are still done manually. This ... -
Segmentasi Nasabah Pengguna Layanan Pembelian Pulsa dan Paket Internet dalam Mobile Banking Menggunakan Teknik Feature Engineering dan Algoritma K-Means
(Universitas Sumatera Utara, 2025)The advancement of technology has driven the widespread use of mobile banking as one of main pillars of modern banking services. Understanding the behavioral patterns of mobile banking users has become crucial for designing ... -
Implementasi Deep Learning dengan EfficientNet-B4 untuk Klasifikasi Acute Lymphoblastic Leukemia berdasarkan Citra Mikroskopis Sel Darah
(Universitas Sumatera Utara, 2025)Acute Lymphoblastic Leukemia (ALL) is one of several types of blood cancer that is aggressive and progressive in nature, posing a significant risk of death if not identified and treated promptly. Accurate classification ... -
Klasifikasi Mutu dan Kematangan Buah Naga Merah melalui Citra Fisik Buah Menggunakan Metode You Only Look Once Versi 11 Secara Real Time
(Universitas Sumatera Utara, 2025)Indonesia is an agricultural country, as its people still rely on the agricultural sector. Red dragon fruit is a superior horticultural commodity in Indonesia with high nutritional content and various health benefits. ... -
Implementasi Augmented Reality pada Permainan Tata Balok untuk Anak Penderita Autism Spectrum Disorder (Asd)
(Universitas Sumatera Utara, 2025)Autism Spectrum Disorder (ASD) is a neurological developmental disorder that affects an individual's ability to communicate, socialize, and behave. One common characteristic in children with ASD is a delay in the ... -
Pengembangan Simulasi Tools Efek Confetti Menggunakan Objek 3d pada Unity Secara Prosedural
(Universitas Sumatera Utara, 2025)This study aims to develop the Confetti FX Tool, a Unity-based utility designed to simplify the procedural creation of confetti visual effects using 3D objects. This tool is intended to improve efficiency, flexibility, and ... -
Sistem Pelacakan Hewan Peliharaan Berbasis Internet of Things (IoT) dengan Perangkat Global Positioning System (GPS) dan Sensor Tamper
(Universitas Sumatera Utara, 2025)In some cases, pets are often separated from their owners. Having an identification tag on an animal doesn't always guarantee that anyone who finds it will be able to identify its owner. This study aims to develop and ... -
Optimisasi Berkelanjutan Menggunakan Machine Learning untuk Forecasting Performa Pertumbuhan Tanaman
(Universitas Sumatera Utara, 2025)The distribution of data generated at each iteration in the continuous optimization process tends to result in premature convergence because optimum points are found at the beginning of the iteration so that true optimum ... -
Optimisasi Berkelanjutan Menggunakan Machine Learning untuk Forecasting Performa Pertumbuhan Tanaman
(Universitas Sumatera Utara, 2025)The distribution of data generated at each iteration in the continuous optimization process tends to result in premature convergence because optimum points are found at the beginning of the iteration so that true optimum ... -
Reduksi Distorsi Makna Multiword Expression dengan IndoBERT untuk Pemodelan Topik
(Universitas Sumatera Utara, 2025)The Makan Bergizi Gratis (MBG) is one of the Indonesian government’s priority initiatives that has received significant coverage in online media. To understand the main themes within these narratives, this study applies ... -
Sistem Chatbot Berbasis Large Language Model (LLM) untuk Materi Pembelajaran di Program Studi Teknologi Informasi dengan Metode Retrieval-Augmented Generation (RAG)
(Universitas Sumatera Utara, 2025)This study aims to develop a chatbot system based on a Large Language Model (LLM) that implements the Retrieval-Augmented Generation (RAG) method as a learning support tool for courses in the Information Technology Study ... -
Sistem Pemantauan Pergerakan Pencuri dengan Sensor Gerakan dan Teknologi LoRa
(Universitas Sumatera Utara, 2025)This study aims to develop and implement a thief movement monitoring system using ESP32, LoRa devices and with RCWL-0516 motion sensor detection. The results indicated system successfully generated notification alerts with ...