Department of Information Technology: Recent submissions
Now showing items 101-120 of 1388
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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 ... -
Deteksi Penyakit Tanaman Jeruk Berbasis Citra Daun dengan Metode You Only Look Once Versi 8 (YOLOV8)
(Universitas Sumatera Utara, 2024)Citrus plants are a type plant that is often found around the world and is spread throughout Asia, the Mediterranean, Africa, to South and North America. Citrus fruit has high nutritional value which makes it very good and ... -
Klasifikasi Jenis Tanaman Sayuran Selada Menggunakan Metode Transfer Learning
(2024)One of the causes of malnutrition in Indonesia is the lack of vegetable consumption among the population. One of the tasks of the Health and Nutrition sector is to conduct research related to addressing malnutrition in ... -
Perbandingan Klasifikasi Jenis Citra Awan Menggunakan Algoritma YOLO V8 dan Faster R-CNN
(Universitas Sumatera Utara, 2024)Cloud observation and analysis play a crucial role in many aspects of daily life, including weather prediction. Along with the development of technology, cloud image classification has become a focus of research to support ... -
Pengembangan Sistem Kunci Pintu Otomatis Berbasis ESP8266 Menggunakan CCTV Rumah dan Algoritma Multi-Task Cascade Convolutional Neural Network untuk Identifikasi Pemilik Rumah
(Universitas Sumatera Utara, 2024)One of the primary challenges in home security management is ensuring that access is granted only to legitimate residents. To address this issue, a system is developed to automatically recognize the faces of registered ... -
Deteksi Spam pada Media Sosial X Berdasarkan Post dan Repost dengan Menggunakan Metode Random Forest Classifier
(Universitas Sumatera Utara, 2024)In the era of globalization, technology is rapidly advancing, it makes communication be easier through social media. One of the most widely used platform is X, formerly known as Twitter. X has had a huge impact on industry, ... -
Mengidentifikasi Kelayakan Air pada Objek Wisata Pemandian Alam Sungai Daerah Aliran Pegunungan Berbasis Internet of Things (IoT)
(Universitas Sumatera Utara, 2024)This research aims to identify the water feasibility at the Sembahe River natural bathing destination in mountainous watershed areas by leveraging Internet of Things (IoT) technology. Turbidity, ultrasonic, and water flow ... -
Deteksi Mutu Biji Kopi Menggunakan Faster Region Convolutional Neural Network
(Universitas Sumatera Utara, 2024)Coffee has an important role in international trade. The price of coffee beans depends on their quality, which has a direct correlation with the taste of the coffee. There are provisions for determining the quality of ... -
Identifikasi Indikator Penyebab Kemiskinan di Indonesia dengan Algoritma Decision Tree C4.5
(Universitas Sumatera Utara, 2024)Poverty remains a significant issue for countries worldwide. To this day, nearly every nation, including Indonesia, grapples with this persistent challenge. In addressing poverty, it is essential for a country to develop ... -
Deteksi Bakteri pada Agar Plate Menggunakan Algoritma You Only Look Once Versi 7
(Universitas Sumatera Utara, 2024)Bacteria are microorganisms that can spread diseases in various ways, one of which is through food. In Indonesia, foodborne disease frequently occurs in street vendors, packaged food, and catering services. Currently, the ... -
Analisis Sentimen Berbasis Aspek pada Aplikasi LinkAja Berdasarkan Ulasan Pengguna dengan Menggunakan Latent Direchlet Allocation dan Attention Based-LSTM
(Universitas Sumatera Utara, 2024)One of the financial technologies that is increasingly being used in Indonesia is the Digital Payment Systems. LinkAja, as one of the popular applications among the public, still faces various issues in its use, such as ... -
Klasifikasi Tweet Pelecehan Online pada Media Sosial X Menggunakan Gated Recurrent Unit
(Universitas Sumatera Utara, 2024)The development of communication and information technology is growing rapidly in various fields of human life, especially in the use of social media. One of the most widely used social media is X (twitter) which is often ... -
Klasifikasi Buah Mangrove Berdasarkan Spesies Menggunakan Metode SSD-MobileNet Berbasis Mobile secara Real-Time
(Universitas Sumatera Utara, 2024)Mangrove are plants that live in intertidal zones and provide various ecological and economic benefits, such as preventing coastal erosion and providing habitats for coastal fauna. Classifying mangrove species based on ... -
Konversi Lembar Jawaban Ujian Mahasiswa Menjadi Dokumen Digital Menggunakan Convolutional Neural Network (CNN) dan Long Short-Term Memory (LSTM)
(Universitas Sumatera Utara, 2024)This application presents the process of recognizing words that can be done by automatically recognizing and converting words in the form of answer sheets from text documents (hardcopy) into document files (softcopy). ... -
Klasifikasi Emosi Teks pada Media Sosial Platform X Menggunakan Metode K-Nearest Neighbor
(Universitas Sumatera Utara, 2024)According to the Kamus Besar Bahasa Indonesia (KBBI), emotion is defined as a surge of feelings that fluctuates rapidly, as well as psychological and physiological states and reactions such as joy, sadness, melancholy, ... -
Deteksi Emosi pada Sentimen Ulasan Pengguna Shopee Paylater Menggunakan Emotion Lexicon (EMOLEX) dan Long Short Term Memory (LSTM)
(Universitas Sumatera Utara, 2024)User reviews are real feedback that can give new users an insight before they use a service. However, reading a lot of reviews can take a long time and the reviews you read can be biased. Shopee PayLater is one of the ... -
Pemanfaatan Algoritma EfficientDet pada Deteksi Penyakit Cacar Monyet dan Penyakit Kulit Serupa melalui Citra Lesi Kulit Berbasis Android
(Universitas Sumatera Utara, 2024)Monkeypox is a zoonotic infectious disease caused by the monkeypox virus, transmitted from animals such as rodents and monkeys to humans, as well as between humans through direct contact or contaminated objects. Symptoms ... -
Vehicle Routing Problem dalam Optimasi Pengiriman Barang Ekspedisi Menggunakan Algoritma Genetika
(Universitas Sumatera Utara, 2024)Traffic is a component in the distribution of expedition goods which includes community economic activities, so that problems or obstacles often occur which have a big impact on the community in delivering goods. Lack of ...