Department of Information Technology: Recent submissions
Now showing items 81-100 of 1385
-
Pencocokan Pelanggaran UU ITE dalam Kejahatan Siber Menggunakan Algoritma Support Vector Machine
(Universitas Sumatera Utara, 2024)The process of identifying and categorizing cyber law violations in Indonesia has traditionally involved manual procedures managed by experts, lawyers, or law enforcement. Reliance on expert witnesses to identify violations ... -
Peningkatan Efisiensi Penyimpanan dalam Jaringan IoT melalui Metode Cache Replacement LRU (Least Recently Used)
(Universitas Sumatera Utara, 2024)The Internet of Things (IoT) is a network of devices that are interconnected and can communicate with each other. Because the devices are connected directly to the Internet, the IoT devices have limited resources to access ... -
Penerapan Algoritma YOLOv8 dalam Deteksi Penggunaan Helm dan Plat Nomor Polisi Kendaraan pada Sepeda Motor Berbasis Android
(Universitas Sumatera Utara, 2024)The number of motorcycle accidents and injuries has increased by 6.8% compared to 2022. The Central Bureau of Statistics (BPS) Indonesia has recorded that most fatal accidents involving motorcycle riders are due to inadequate ... -
Klasifikasi Hoax pada Aplikasi X Mengenai Pemilihan Umum Calon Presiden dengan Metode Adaboost
(Universitas Sumatera Utara, 2024)The process of classifying hoax news on the X application related to the presidential election is generally carried out manually by experts. The limitation of valid news sources to verify the truth of a tweet makes readers ... -
Penerapan Metode CNN-LSTM dalam Klasifikasi Penyakit Paru Berdasarkan Citra X-Ray
(Universitas Sumatera Utara, 2024)Tuberculosis, pneumonia and lung cancer are lung diseases that are often suffered by people in Indonesia. Then in early 2020, a new disease that entered Indonesia, namely COVID-19 emerged. The symptoms between pneumonia ... -
Sistem Pemantauan Mobilitas Kawanan Sapi Menggunakan Teknologi Bluetooth Low Energy (BLE)
(Universitas Sumatera Utara, 2024)Cattle are animals that are kept intentionally with the aim of increasing the number of animals kept through a breeding process that is supported through regular care and provision of feed. There are three types of cattle ... -
Klasifikasi Tutupan Lahan Menggunakan Citra Satelit Resolusi Tinggi dengan Metode Random Forest
(Universitas Sumatera Utara, 2024)Rapid urban growth has significantly altered its geographical characteristics, particularly in urban areas where changes in land use and infrastructure are highly noticeable. These geographical changes, especially in land ... -
Identifikasi Phising pada Pesan Teks Menggunakan Algoritma Support Vector Machine dengan Ensembled Bagging
(Universitas Sumatera Utara, 2024)Phishing is a type of social media crime that steals personal data from individuals or industries. Phishing can be delivered in various forms, one of which is through text messages, known as smishing. Smishing contains ... -
Klasifikasi Zona Tanam Mangrove Desa Pulau Sembilan Menggunakan Gaussian Process Regression for Classification (GPRC)
(Universitas Sumatera Utara, 2024)Over the past two decades, mangrove forests have undergone substantial deforestation. North Sumatra Province, as one of Indonesia's largest repository of mangrove forests, covering approximately 57,490 hectares, primarily ... -
Klasifikasi Kepribadian Berdasarkan Big Five Personality melalui Citra Tulisan Tangan Menggunakan Metode You Only Look Once Versi 8
(Universitas Sumatera Utara, 2024)Graphology is the study of handwriting analysis to identify, evaluate and understand a person's personality well and is very useful for many organizational processes, for example in the recruitment selection process in ... -
Klasifikasi Jenis Nyamuk Berdasarkan Citra Tubuh Nyamuk Menggunakan Metode You Only Look Once Versi 7
(Universitas Sumatera Utara, 2024)Mosquitoes are small insects known as vectors of various infectious diseases that can harm humans. Indonesia has the second largest mosquito population in the world after Brazil with Aedes and Culex mosquito species being ... -
Klasifikasi Jenis Penyakit Luka Bakar Menggunakan Metode Faster Region Convolutional Neural Network (Faster R-CNN)
(Universitas Sumatera Utara, 2024)Burns are one type of injury to the skin caused by heat either from fire, exposure to chemicals, electric shock to solar radiation. Burns are also one of the most common types of injuries that occur accidentally. Burns are ... -
Simulasi Penjelajahan Lingkungan Antartika dengan Teknologi Virtual Reality Menggunakan Metode Gamifikasi
(Universitas Sumatera Utara, 2024)Environmental simulation using Virtual Reality (VR) technology has become an increasingly important medium in various fields, including education and also exploring environments that are still difficult for many people to ... -
Deteksi Jenis Penyakit Tanaman Jambu Biji Berdasarkan Citra Daun dan Buah Menggunakan YOLO V-8
(Universitas Sumatera Utara, 2024)Guava (Psidium guajava) is a popular fruit in tropical and subtropical regions due to its sweet flavour. Despite its good market potential, intensive planting of guava in Indonesia is still rare, resulting in low production. ... -
Implementasi Fingerprint Recognition pada Keamanan Folder Menggunakan Algoritma Convolutional Neural Network
(Universitas Sumatera Utara, 2024)Data, encompassing text, images, sounds, and symbols, pervades the digital realm, split into public and private spheres. Public data poses no harm when known, while illegal access to private data can result in severe ... -
Implementasi Metode YOLO V8 untuk Klasifikasi Jenis dan Tingkat Keparahan Jerawat Berbasis Android
(Universitas Sumatera Utara, 2024)Acne is an inflammatory skin disorder that is experienced by almost everyone in the world. Clinically, acne is chronic and self-limiting. Acne is generally triggered by internal factors such as hormones, sebum secretion ... -
Virtual Reality Exposure Therapy untuk Penderita Ketakutan Laba – Laba
(Universitas Sumatera Utara, 2024)Fear of spiders, or also known as arachnophobia, is a specific type of phobia in which the patients have severe anxiety over spiders. One of the methods in battling arachnophobia is in vivo exposure therapy, where the ... -
Augmented Reality Cerita Anak dengan Tema Character Building Menggunakan Voice Interaction Natural Language Understanding
(Universitas Sumatera Utara, 2024)Early childhood is a unique and valuable period in a child's development, an opportunity as well as an important phase in their lives. At this time children possess significant potential for self-development, which can ... -
Perbandingan Prediksi Radiasi Sinar Matahari Menggunakan Algoritma Gated Recurrent Unit (GRU), Long Short-Term Memory (LSTM) dan Deep Q-Network (DQN)
(Universitas Sumatera Utara, 2024)Long-term prediction of solar radiation is very important in providing detailed information about solar resources in a region. For entrepreneurs, investors and governments, this is very useful for large-scale solar energy ... -
Klasifikasi Postur Duduk Menggunakan Pre-Trained Residual Network 50 V2 (Resnet50-V2) pada Pengguna Komputer/Laptop
(Universitas Sumatera Utara, 2024)Most computer/laptop users spend hours, even up to entire days, sitting in front of their screens, whether for work, gaming, completing tasks, browsing, or more. Prolonged sitting in front of a computer/laptop leads ...