Department of Information Technology: Recent submissions
Now showing items 161-180 of 1500
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Sistem Monitoring Meteran Air untuk Perumahan Menggunakan Mesh Network dengan Protokol MQTT pada Platform Node-RED
(Universitas Sumatera Utara, 2025)In human life, water is one of the most important elements because it is often used both for consumption and as a means of hygiene and other life-supporting needs. In general, in Indonesia there are two types of water ... -
Penentuan Karakter Anak Melalui Sidik Jari dengan Algoritma Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2025)Each individual has a character that is influenced by internal and external factors. A deeper understanding of the character and potential of the child can help parents optimally direct their development. Dermatoglyphics ... -
Pembangkitan Anotasi Peta Berdasarkan Ekstraksi Data Berita Penyakit Endemik Menggunakan Pendekatan Natural Language Generation
(Universitas Sumatera Utara, 2025)In the digital era, news data serves as an abundant information source but is often unstructured, particularly regarding the spread of endemic diseases. This study aims to implement automatic data extraction from news ... -
Klasifikasi Cyberbullying pada Media Sosial Komentar Instagram Bahasa Indonesia Menggunakan Metode Bidirectional Long-Short Term Memory (BiLSTM)
(Universitas Sumatera Utara, 2025)Indonesia is one of the countries with the highest number of social media users in the world. According to data from katadata.co.id, the number of social media users in Indonesia reached 96 million in 2017 and is estimated ... -
Pengembangan Algoritma Genetika dan Self Organizing Maps (SOM) untuk Prediksi Saham pada Emiten yang Terdaftar di PT. Bursa Efek Indonesia
(Universitas Sumatera Utara, 2024)The development of methods or tools to determine stock price movements is currently being developed to minimize risks for stock traders and investors in making investment decisions on issuers listed on the Indonesian ... -
Analisis Kinerja Word Embedding Glove dalam Penerjemahan Bahasa Batak-Inggris
(Universitas Sumatera Utara, 2024)This study examines the performance of GloVe word embedding on the Long Short-Term Memory (LSTM) model in translating from Batak to English. GloVe has the ability to capture semantic meaning from a wide context of words. ... -
Implementasi Faster Region Convolutional Neural Network untuk Verifikasi Tanda Tangan dan Tingkat Kemiripan Berbasis Mobile
(Universitas Sumatera Utara, 2024)Signatures have become one of the important authentication methods in various security and identification applications. However, challenges arise in verifying signatures quickly and accurately, especially in mobile ... -
Identifikasi Penyakit Downy Mildew dan Watermelon Mosaic Virus pada Tanaman Semangka dengan Menggunakan Algoritma SSD MobileNet V2 Berbasis Mobile
(Universitas Sumatera Utara, 2024)Watermelon (Citrullus lanatus) is a type of fruit commodity with high production in Indonesia. In the process of cultivating watermelon, there are several diseases that commonly attack watermelon plants, including Downy ... -
Aplikasi Permainan Edukasi Pencegahan Kekerasan Seksual pada Anak Menggunakan Pathfinding A* dan Random Number Generator
(Universitas Sumatera Utara, 2024)Sexual violence encompasses all unwanted sexual acts or behaviors, including comments, forced physical contact, or exploitation. These acts can be committed by anyone, regardless of their relationship with the victim, ... -
Aplikasi Permainan Edukasi Pencegahan Kekerasan Seksual pada Anak Menggunakan Pathfinding A* dan Random Number Generator
(Universitas Sumatera Utara, 2024)Biology is one of the important subjects in high school that studies life and living organisms, including viruses. Virus material is often considered difficult by students due to its microscopic and complex nature. This ... -
Virtual Reality Tour Rumah Adat Karo di Sumatera Utara Menggunakan Metode Linear Congruent
(Universitas Sumatera Utara, 2024)The diversity of ethnic groups and cultures in Indonesia is reflected in the traditional values passed down by ancestors, including in the diversity of traditional house architecture. However, the development of time and ... -
Deteksi Helm dan Plat Sepeda Motor Menggunakan YOLOv8 untuk Pencatatan Pelanggar Lalu Lintas
(Universitas Sumatera Utara, 2024)The increasing of mobility of the society demanding an effective approach to improve the road safety, mainly for motorcyclists. The high rate of traffic violations and frequent fatal accident have become a serious concern. ... -
Klasifikasi Citra Motif Batik di Indonesia Menggunakan Ekstraksi Ciri Completed Local Binary Pattern dan Template Matching
(Universitas Sumatera Utara, 2024)Batik has become an identity of Indonesian culture in the era of globalization since UNESCO designated it as an intangible cultural heritage for humanity on October 2, 2009. Indonesian batik has become a highly valued ... -
Analisis Sentimen terhadap Aplikasi Sirekap Mobile Berbasis Aspek pada Pemilihan Umum 2024 dengan Metode Naive Bayes
(Universitas Sumatera Utara, 2024)Sirekap Mobile is an application used for vote tallying at Polling Stations (TPS) in the 2024 General Election, developed by the General Election Commission (KPU) to streamline the vote tallying process. However, its ... -
Perancangan Media Pembelajaran Network Board Tour untuk Mempelajari Alat Jaringan dengan Memanfaatkan Teknologi Augmented Reality Markerless
(Universitas Sumatera Utara, 2024)Augmented Reality (AR) merupakan sebuah teknologi yang memiliki kemampuan untuk menggabungkan dunia nyata dan dunia maya, berbentuk objek 3D yang bersifat interaktif secara real time. Sejauh ini, Marker (penanda) hitam ... -
Deteksi Garis Lapangan Sepakbola Robot dengan Metode Hough Transform dan SSD MobileneT V2
(Universitas Sumatera Utara, 2024)When playing a wheeled soccer robot match properly, a robot must at least have some basic skills such as following the movement of the ball, dribbling, and kicking the ball towards the opponent's goal. To achieve this, the ... -
Chatbot Informasi Cryptocurrency dan Forecast Cryptocurrency Menggunakan RNN-LSTM
(Universitas Sumatera Utara, 2024)Cryptocurrencies have garnered significant attention in the financial market, with rapidly changing and unpredictable price fluctuations. To assist cryptocurrency investors in making informed decisions or obtaining ... -
Algoritma Hibrid Menggunakan CNN dan LSTM untuk Peningkatan Performansi pada Klasifikasi Citra Lesi Kulit
(Universitas Sumatera Utara, 2024)Skin lesions areacondition of abnormal growths or changes in theappearanceofthe skin, such as lumps, abrasions, cysts, or colordifferences. Skin lesionscan bedetected as cancerous and non-cancerous. Detecting earlier skin ... -
Kombinasi Metode 2DPCA (Two-Dimensional Principal Component Analysis), sPCA (sparse Principal Component Analysis), dan Ridge Regression Model dalam Pengenalan Wajah
(Universitas Sumatera Utara, 2024)The 2DPCA (Two-Dimensional Principal Component Analysis) method, an extension of the PCA (Principal Component Analysis) method, is commonly used in pattern recognition to represent complex data in lower dimensions. One ... -
Pengembangan Model Deep Learning Menggunakan Fine-Tuning ResNet-18 untuk Diagnosis Leukemia Akut pada Blood Smear Images
(Universitas Sumatera Utara, 2024)This study presents an investigation of fine-tuning ResNet-18 model for the precise diagnosis of acute leukemia from blood smear images. Early detection of acute leukemia is crucial for improving patient prognosis. Despite ...