Undergraduate Theses
Undergraduate Theses
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Implementasi Algoritma Sbert dan XGBRegressor untuk Penilaian Otomatis dan Pendeteksi Plagiarisme pada Ujian Esai
(Universitas Sumatera Utara, 2025)The development of technology has brought significant changes to the field of education, particularly with the emergence of online exam applications and websites. Online exams consisting of multiple-choice and essay types ... -
Deteksi Gerak Tendangan dalam Olahraga Pencak Silat Bagi Pemula Menggunakan YOLOv11
(Universitas Sumatera Utara, 2025)Pencak silat is a traditional Indonesian martial art that emphasizes precision in technique, especially in kicking movements. Errors in kicking techniques can lead to injuries, particularly in the leg muscles. Novice ... -
Deteksi Kantuk Pengemudi Roda Empat dengan Variasi Pencahayaan Menggunakan SSD-MobileNetV3
(Universitas Sumatera Utara, 2025)Drowsiness while driving is one of the leading causes of traffic accidents, particularly among drivers of four-wheeled vehicles. This study aims to develop a real-time driver drowsiness detection system based on facial ... -
Klasifikasi Cyberbullying pada Media Sosial Tiktok Menggunakan Indobert Embedding dan Support Vector Machine
(Universitas Sumatera Utara, 2025)TikTok is a social media platform that is free to use. This freedom has resulted in many users making various comments containing hate speech. This research aims to classify types of cyberbullying. This research uses the ... -
Implementasi SSD MobileNetV2 untuk Deteksi Sampah di Industri Daur Ulang Sampah Berbasis Website
(Universitas Sumatera Utara, 2025)The high volume of unmanaged waste in Indonesia is a serious environmental problem, where the waste sorting process that is still carried out manually by human labor poses efficiency challenges and high health risks for ... -
Implementasi Metode Yolo V8 dalam Identifikasi Tajwid: Hukum Bacaan Nun Mati pada Al-Quran Secara Realtime Berbasis Android
(Universitas Sumatera Utara, 2025)The difficulties of Muslims in knowing the science of tajweed, especially the law of reading Nun Mati, is a challenge for most Muslims when reading the Qur'an. Traditional learning media are often perceived as less ... -
Implementasi Computational Thinking untuk Pembelajaran Al-Qur'an menggunakan Scratch 3.0
(Universitas Sumatera Utara, 2025)This study was conducted to implement the Computational thinking approach in Qur’an learning through an educational game developed using Scratch 3.0. The main problems faced by elementary school students in memorizing ... -
Identifikasi Pesan Teks Berunsur Phishing Menggunakan Kombinasi Model Indobert Embedding dan Algoritma LSTM
(Universitas Sumatera Utara, 2025)Phishing is an illegal method of obtaining information such as usernames, passwords, and credit card information by pretending to be a legitimate electronic communication company. The factors that lead to the threat of ... -
Deteksi Deepfake pada Wajah dalam Video dengan Cross-Attention Multi-Scale Vision Transformer dan EfficientNet
(Universitas Sumatera Utara, 2025)The proliferation of sophisticated deepfake videos poses a serious threat to digital trust and security, demanding detection systems that are not only accurate but also computationally efficient for practical applications. ... -
Pendeteksian Mata dan Wajah Secara Kontinu untuk Pemantauan Penggunaan Komputer dengan Menggunakan Algoritma Mobilenet
(Universitas Sumatera Utara, 2025)Computer Vision Syndrome is becoming an increasingly alarming issue due to prolonged screen exposure, leading to eye strain, headaches, and visual discomfort. This system is designed with real-time detection capabilities ... -
Optimasi Algoritma Prophet untuk Prediksi Harga Saham
(Universitas Sumatera Utara, 2025)This research aims to improve the accuracy of daily stock price prediction using prophet algorithm with parameter optimisation method. Stock price prediction is an important part of investment decision making, where ... -
Prediksi Harga Cryptocurrency Ethereum Menggunakan Metode Random Forest Dengan Hyperparameter Tuning Random Search
(Universitas Sumatera Utara, 2025)The cryptocurrency market, particularly Ethereum, is known for its high volatility and the complex factors that influence its price. This makes Ethereum price prediction a significant challenge, especially for investment ... -
Implementasi Algoritma LSTM pada Speech Recognition dalam Aplikasi Mobile untuk Membantu Tunanetra Membaca Dokumen
(Universitas Sumatera Utara, 2025)Blind and visually impaired individuals face challenges in accessing printed documents due to the limited availability of braille formats and the high cost of reading aids. This accessibility gap restricts their independence ... -
Identifikasi Cuitan Stereotipe Generasi Z pada Media Sosial X menggunakan Algoritma Gated Recurrent Unit
(Universitas Sumatera Utara, 2025)Stereotypes have become a prevalent social phenomenon embedded in society. According to Kamus Besar Bahasa Indonesia (KBBI), a stereotype is a conception refers to generalized assumptions about a group, often shaped by ... -
Klasifikasi Kualitas Buah Salak Menggunakan Algoritma Faster R-CNN Berbasis Android
(Universitas Sumatera Utara, 2025)Salak with the scientific name Salacca zalacca is a type of plant classified in the Arecaceae tribe or palms with edible fruits. Salak plays an important role in increasing Indonesia's foreign exchange. In addition to being ... -
Identifikasi Teknik Pukulan Yang Digunakan Pada Permainan Bola Voli Menggunakan Yolo V8 Pose Estimation Dan Lstm
(Universitas Sumatera Utara, 2025)Volleyball involves a variety of dynamic hitting techniques, requiring intelligent approaches for accurate recognition and analysis. This study aims to develop a system for identifying volleyball hitting techniques using ... -
Prediksi Radiasi Matahari Menggunakan Algoritma Deep Gaussian Process
(Universitas Sumatera Utara, 2025)Accuracy in solar radiation prediction plays a crucial role in the development of renewable energy and climate research. This study implements the Deep Gaussian Process (DGP) method for solar radiation prediction with ... -
Identikasi Level Medium Roast Pada Proses Roasting Menggunakan Biji Kopi Single Origin Arabika Gayo Dengan Metode YOLO V8 Secara Real Time
(Universitas Sumatera Utara, 2025)Coffee is one of the leading commodities in the plantation sector, holding high economic value and contributing significantly to national revenue. One of the most renowned varieties is Arabica Gayo coffee, which originates ... -
Implementasi Metode Content-Based Filtering untuk Rekomendasi Soal Berbasis Performa User dalam Mendukung Personalized Learning pada Website LoLosASN
(Universitas Sumatera Utara, 2025)A recommendation system is an effective approach to supporting more adaptive learning processes, particularly in helping users prepare for the CPNS (Indonesian civil servant) exam. This study aims to develop a question ... -
Implementasi Large Language Model Llama-3 dan Retrieval-Augmented Generation untuk Chatbot Customer Service LolosASN
(Universitas Sumatera Utara, 2025)Manual customer service for the LolosASN application faces challenges such as slow response times and limited operational hours, which can lead to user dissatisfaction. To address these issues, this research proposes the ...
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