Undergraduate Theses
Undergraduate Theses
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Implementasi Model DeBERTa untuk Prediksi Kompleksitas Kata Berbahasa Inggris
(Universitas Sumatera Utara, 2025)Word complexity in English texts poses a significant challenge in the field of Natural Language Processing (NLP), particularly for the development of automatic text simplification systems and effective second language ... -
Chatbot Diagnosis Penyakit Kulit pada Anjing Menggunakan Algoritma Long Short-Term Memory dan Fuzzy String Matching
(Universitas Sumatera Utara, 2025)Dogs are loyal pets, are widely kept by humans, and are prone to skin diseases. The high public interest in maintaining dogs has not been supported by knowledge of how the first treatment can be done if the dog has a skin ... -
Klasifikasi Penyakit pada Daun Tanaman Hias Monstera Menggunakan Arsitektur EfficientNet Berbasis Android
(Universitas Sumatera Utara, 2025)Monstera ornamental plants (Monstera spp.) are popular among plant lovers due to their unique and aesthetically pleasing leaf shapes. However, these plants are susceptible to various diseases that can inhibit growth, reduce ... -
Visualisasi Impaksi Gigi Molar Ketiga dengan Augmented Reality dan Speech Recognition
(Universitas Sumatera Utara, 2025)Impacted teeth is a condition in the oral cavity where teeth fail to erupt properly, causing part or all of the tooth to be embedded within the soft tissue of the oral cavity. This condition often occurs with third ... -
Implementasi Attention – Long Short Term Memory dalam Memprediksi Harga Saham Berdasarkan Data Historis dan Analisis Sentimen
(Universitas Sumatera Utara, 2025)The capital market plays an important role in the economy by providing opportunities for people to invest, especially in stock instruments. Stock price prediction is crucial for various stakeholders, such as investors, ... -
Prediksi Tingkat Kesejahteraan di Indonesia Menggunakan Random Forest Regressor Berdasarkan Indikator SDGs
(Universitas Sumatera Utara, 2025)Every country in the world has a responsibility to ensure the welfare of its people. The welfare of the people in Indonesia can also be assessed from the high and low HDI value. As an effort to improve people's welfare ... -
Implementasi Algoritma Knuth-Morris-Pratt pada Sistem Tracer Study Teknologi Informasi Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)Tracer study is an essential activity for tracking graduate information, including employment status and job-seeking duration, which is highly valuable for program evaluation and accreditation processes. However, the ... -
Prediksi Lama Studi Mahasiswa Menggunakan Algoritma Support Vector Regression (SVR)
(Universitas Sumatera Utara, 2025)The issue of on-time graduation in higher education remains a significant challenge, impacting both the quality of education and institutional accreditation. Many students face delays in completing their studies, which ... -
Implementasi Named Entity Recognition (NER) berbasis Indobert untuk Question Answering System pada Cerita Rakyat Daerah Karo
(Universitas Sumatera Utara, 2025)Folktales are a cultural heritage that must be preserved, yet they are becoming less appealing to the younger generation due to the lack of engaging media. Therefore, this study aims to develop a Question Answering (QA) ... -
Implementasi Model Fine-Tuning BERT dalam Deteksi Konten Judi Online di Media Sosial Twitter (Aplikasi X)
(Universitas Sumatera Utara, 2025)The rapid growth of social media usage has had a significant impact on society, particularly in terms of social interaction, information dissemination, and economic activity. However, behind these benefits, social media ... -
Implementasi Algoritma K-Nearest Neighbor (Knn) dalam Mendeteksi Komentar Cyberbullying pada Konten Media Sosial Menggunakan Chrome Extension
(Universitas Sumatera Utara, 2025)Along with the development of digital technology, the use of social media among the public is very easily accessible without limits. Through social media users ranging from individuals, groups, etc. can socialize and ... -
Identifikasi Kampanye Hitam Terhadap Calon Presiden Indonesia pada Pilpres Tahun 2024 di Media Sosial X Menggunakan Metode K-Means dan IndoBERT
(Universitas Sumatera Utara, 2025)In this highly digital era, social media has become a widely used and favored platform for the public to interact, share information, and express their opinions. Among the various social media platforms available, one of ... -
Klasifikasi Citra Jenis Lesi Lidah dalam Antisipasi Dini Kanker Mulut dengan EfficientnetV2
(Universitas Sumatera Utara, 2025)Oral cancer is one of the most dangerous types of cancer and is often diagnosed late. Tongue lesions are frequently an early sign of this condition, making early detection of tongue lesions crucial to improving patient ... -
Klasifikasi Penyakit Ginjal Berdasarkan Gambar CT Scan Menggunakan Deep Learning
(Universitas Sumatera Utara, 2025)Kidney is a vital organ in the human excretory system that has an important role in filtering blood and removing waste. Kidney is a serious problem for humans if not treated or treated in the wrong way, misinterpretation ... -
Klasifikasi Penyakit Alzheimer pada Citra MRI menggunakan Metode Convolutional Neural Network - Support Vector Machine
(Universitas Sumatera Utara, 2025)Alzheimer's disease is a progressive neurodegenerative disorder that affects millions of people worldwide. It is characterized by a significant decline in cognitive function and memory, which has a major impact on the ... -
Pengenalan Bahasa Isyarat Indonesia (BISINDO) Dinamis Menggunakan Mediapipe dengan Algoritma Temporal Convolutional Network (TCN)
(Universitas Sumatera Utara, 2025)Communication is a fundamental human need, but for the deaf-mute community, it poses challenges due to limitations in speaking and hearing. Indonesian Sign Language (BISINDO) is the primary communication tool for the ... -
Identifikasi Penyakit Kanker Karsinoma Sel Basal pada Citra Dermoskopi Menggunakan Efficientnetv2
(Universitas Sumatera Utara, 2025)Basal cell carcinoma is a type of skin cancer that requires early detection as it can spread to surrounding tissues. The common symptoms of basal cell carcinoma include the appearance of small, pinkish bumps with a shiny ... -
Deteksi Kualitas Telur Ayam Ras Berdasarkan Standar Nasional Indonesia Menggunakan Metode EfficientDet
(Universitas Sumatera Utara, 2025)Chicken eggs are among the most popular food ingredients in Indonesia. This is due to their relatively affordable price and their widespread use as complementary foods and essential ingredients in food production. The ... -
Klasifikasi Kondisi Langit menggunakan Algoritma Convolutional Neural Network dengan Arsitektur NASNet
(Universitas Sumatera Utara, 2025)This research focuses on developing a sky image classification system using Convolutional Neural Network (CNN) with the NASNet architecture, renowned for its superior performance in image classification tasks. Sky images ... -
Identifikasi Anomali Lalu Lintas Jaringan melalui Kombinasi Local Outlier Factor (LOF) dan Rule-Based System
(Universitas Sumatera Utara, 2025)This research aims to develop a network attack early detection system by combining the Local Outlier Factor (LOF) algorithm and Rule-Based System. LOF is used to detect anomalies based on local data density, enabling ...
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