Undergraduate Theses
Undergraduate Theses
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Identifikasi Gerakan Sholat Wajib dalam Menentukan Jumlah Rakaat Menggunakan Model MoveNet secara Real-Time
(Universitas Sumatera Utara, 2025)Sholat is a form of worship performed by Muslims as an expression of devotion to God, requiring a high level of focus and concentration to be accepted by Allah SWT. A lack of concentration during sholat often leads to ... -
Pengaruh Representasi Kultur Indonesia melalui Desain Visual dalam Game Beat’em Up terhadap Pengalaman Bermain Pemain dengan Evaluasi Game Experience Questionnaire (GEQ)
(Universitas Sumatera Utara, 2025)This study explores the impact of representing Indonesian social culture in the visual design of a beat’em up game on players’ gameplay experience. In this context, social culture refers to the unique elements of Indonesian ... -
Identifikasi Penyakit pada Kuku Manusia Menggunakan Arsitektur Dynamic Feature Fusion Berdasarkan Graph Convolutional Network
(Universitas Sumatera Utara, 2025)Nail disease is an important bio-indicator for detecting serious systemic diseases, but its diagnosis is often hampered by limited access to specialists and the subjectivity of visual observation. Early detection and ... -
Deteksi Tingkat Kematangan Buah Alpukat menggunakan Metode YOLOv8
(Universitas Sumatera Utara, 2025)Indonesia is one of the countries with a wide variety of plant species. The avocado is an important local fruit from Central America and Mexico that grows in most regions worldwide with tropical and subtropical climates, ... -
Implementasi Arsitektur EfficientNet pada Platform Android untuk Klasifikasi Penyakit Hipertensi Berdasarkan Citra Iris Mata
(Universitas Sumatera Utara, 2025)Hypertension is classified as a non-communicable disease and is commonly known as “The Silent Killer” due to its minimal or absent symptoms. This condition is characterized by blood pressure exceeding the normal range. ... -
Implementasi Speech Recognition pada Aplikasi Virtual Reality Training untuk Meningkatkan Kemampuan Public Speaking Mahasiswa Teknologi Informasi
(Universitas Sumatera Utara, 2025)This study aims to develop a Virtual Reality Training application by implementing speech recognition to improve the public speaking skills of information technology students. The system was developed using Unity and the ... -
Prediksi Pelanggan Churn pada Perusahaan Ekspedisi Menggunakan Algoritma Regresi Logistik
(Universitas Sumatera Utara, 2025)The freight forwarding industry in Indonesia has experienced rapid growth, driven by the rise of online shopping and technological advancement. The increasingly fierce competition in this sector pushes logistics companies ... -
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 ...
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