Department of Information Technology: Recent submissions
Now showing items 121-140 of 1385
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Implementasi Algoritma Ratcliffe/Obershelp pada Sistem Penilaian Otomatis Soal Uraian
(Universitas Sumatera Utara, 2024)The use of electronic learning systems (e-learning) is being implemented at every level of education. From primary education to higher education. One of the applications carried out is the implementation of an examination ... -
Klasifikasi Anomali pada Gambar Rontgen Dada dengan Metode Machine Learning Menggunakan Histogram of Oriented Gradient dan Random Forest
(Universitas Sumatera Utara, 2024)Before confirming that there is an abnormal condition, doctors use radiological examinations as the first step in diagnosing lung disease. To classify unusual conditions, an examination is carried out via a chest x-ray. ... -
Identifikasi Jenis Buah Salak Menggunakan Algoritma SSD-MobileNet
(Universitas Sumatera Utara, 2024)Salak is a tropical fruit that has various varieties with subtle but significant morphological differences. This research aims to identify snake fruit types using the SSD Mobilenet method in digital image analysis. The ... -
Klasifikasi Jenis Kulit Wajah Dengan Menggunakan Algoritma SSD-MobileNet
(Universitas Sumatera Utara, 2024)Identifying facial skin type is an important aspect in dermatology and the cosmetics industry because each skin type requires different care. By knowing your skin type, more appropriate products and treatments can be ... -
Permainan Petak Umpet dengan Pemanfaatan Artificial Intelligence Pathfinding A* Menggunakan Virtual Reality
(Universitas Sumatera Utara, 2024)Hide and seek is one of the most popular games among children, and is often played in recreational events. In an effort to bring the experience to be more attractive, this research aims to design a hide-and-seek game that ... -
Pemodelan 3D Organ Pernapasan Hewan Vertebrata Menggunakan Augmented Reality dengan Metode Markerless
(Universitas Sumatera Utara, 2024)The respiratory system is an important system in living things, including vertebrate animals. The respiratory system is one of the topics taught in biology lessons that require learning media to make observations. Meanwhile, ... -
Prediksi Pertumbuhan Tanaman Tomat Berdasarkan Pengambilan Citra oleh Robot Menggunakan Gradient Boosting
(Universitas Sumatera Utara, 2024)In conventional farming methods, farmers must be directly involved in monitoring the growth of plants in the field. Any negligence in the monitoring process can hinder the growth of the plants themselves. Soil moisture ... -
Coreference Resolution untuk Teks Bahasa Indonesia Menggunakan Random Forest Classifier
(Universitas Sumatera Utara, 2024)Coreference Resolution is a subtask in Natural Language Processing (NLP) that focuses on identifying and solving the reference problem of two or more similar entities in text. In Indonesian texts, especially in novels, ... -
Sistem Penginderaan Terintegrasi untuk Pemantauan Kondisi Lahan Tanam dan Otomatisasi Penjadwalan Penyiraman Tanaman Menggunakan Algoritma Long Short-Term Memory
(Universitas Sumatera Utara, 2024)With current technological advancements, humans can utilize technology as an assistant in various fields, including agriculture. Agricultural practitioners, specifically farmers, can leverage technology as an assistant in ... -
Klasifikasi Citra Sidik Jari Menggunakan Convolutional Neural Network Berdasarkan Tipe Pattern pada Sistem Henry
(Universitas Sumatera Utara, 2024)Fingerprint is one of the biometric forms used for identifying a person. Fingerprint has unique ridge arrangement on each human finger and do not change with age. The ridges on fingerprint create distinct and different ... -
Analisis Sentimen Pengguna Media Social X terhadap Vaksinasi Covid 19 Menggunakan Lexicon Based dan Naive Bayes
(Universitas Sumatera Utara, 2024)Facing the COVID-19 pandemic, understanding public sentiment towards COVID-19 vaccination through social media, particularly Social Media X, is crucial. This research aims to analyze Social Media users' sentiments regarding ... -
Prediksi Pertumbuhan Tanaman Wortel Berdasarkan Hasil Penginderaan Kondisi Lingkungan Tanam Menggunakan Multiple Linear Regression
(Universitas Sumatera Utara, 2024)Controlling plant growth is still done manually by observers, which can take quite a long time. For this reason, it is necessary to have tools for observers to monitor plant growth and development and predict so that there ... -
Analisis Pengembangan Model Neural Machine Translation (NMT) dengan Transformer untuk Penerjemah Bahasa Indonesia ke Bahasa Gayo
(Universitas Sumatera Utara, 2024)The Gayo language has existed alongside the Gayo people for around 7500 years, but its usage has been continually declining, and its digital documentation is very limited. Preserving the Gayo language is crucial for ... -
A Parallel Triple-Pivot Quicksort
(Universitas Sumatera Utara, 2024)The performance of sorting algorithms when applied to large datasets serves as a solution to optimize execution time. Sorting algorithms are crucial for real-time applications where response time is paramount, such as in ... -
Segmentasi Nasabah pada Data Campuran dengan K-Means Clustering
(Universitas Sumatera Utara, 2024)Customer segmentation is crucial for banks to develop marketing strategies tailored to specific customer groups. While the RFM model is commonly used, enhancing service usage expansion requires data on customer transaction ... -
Analisis Segmentasi Pemustaka terhadap Tingkat Kelulusan Mahasiswa Menggunakan K-Means Clustering
(Universitas Sumatera Utara, 2024)This research aims to analyze the use of library services and determine the correlation between user activity and student graduation through user segmentation using the K-Means algorithm. This research has several stages, ... -
Komparasi Performa Algoritma Q-Learning dan Algoritma SARSA dalam Perancangan Agen pada Permainan Catur Jawa
(Universitas Sumatera Utara, 2024)Reinforcement learning is a prominent method in the development of artificial intelligence for computer games, but its application in board games, especially traditional Indonesian board games, is still relatively limited. ... -
Optimalisasi Traffic Light Berbasis Fuzzy Logic Object Detection untuk Mewujudkan Medan Smart City
(Universitas Sumatera Utara, 2024)The automotive sector is experiencing significant growth due to technological advancements, leading to an increase in the number of vehicles on the road. This leads to severe traffic congestion, especially during peak ... -
Peningkatan Akurasi Long Short-Term Memori (LSTM) Menggunakan Word2Vec dan Fastext untuk Machine Translation Bahasa Batak-Inggris
(Universitas Sumatera Utara, 2024)This research examines the performance of the Long Short-Term Memory (LSTM) algorithm in combination with two word embedding techniques, FastText and Word2Vec, for translating text between the Batak and English languages. ... -
Analisis Pola Gejala Penyakit Jantung Menggunakan Algoritma Equivalence Class Transformation (ECLAT)
(Universitas Sumatera Utara, 2024)Heart Disease remains the leading cause of death, so much so that almost the entire world is estimated to be caused by heart-related conditions. The World Health Organization (WHO) has expressed concern about the alarming ...