Undergraduate Theses
Undergraduate Theses
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Prototipe Robot Pengangkut Hasil Panen dengan Navigasi Otomatis menggunakan Line Follower dan Algoritma Dijkstra pada Simulasi Jalur Tanaman Alpukat
(Universitas Sumatera Utara, 2025)This research is motivated by the declining number of agricultural workers, particularly during harvest seasons, as well as the high workload faced by farmers due to the continued use of manual methods in the transportation ... -
Klasifikasi Kain (Uis) Suku Karo Menggunakan Algoritma MobileNetV2 Berbasis Website
(Universitas Sumatera Utara, 2025)Karo cloth (Uis) is a high-value cultural heritage whose type identification is still often done manually, making it prone to errors and risking hampering preservation efforts. This research aims to design and build a ... -
Hybrid Cryptosystem Algoritma Twofish dan Multi-Power RSA pada Pesan Email
(Universitas Sumatera Utara, 2025)Email is a critical communication medium that is vulnerable to privacy and security data breaches. Sensitive information exchange requires a more secure communication medium than conventional email service providers, with ... -
Deteksi Masalah Kulit Wajah dan Rekomendasi Produk Berdasarkan Kandungan Perawatan menggunakan Vision Transformer
(Universitas Sumatera Utara, 2025)Facial skin health plays a crucial role in supporting an individual’s self-confidence and quality of life. Various facial skin problems such as acne, blackheads, wrinkles, and hyperpigmentation are often difficult to detect ... -
Implementasi Fine-Tuning BERT untuk Intent Classification dan Integrasi Retrieval-Augmented Generation (RAG) pada Chatbot Layanan Akademik di Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)Providing fast, accurate, and efficient academic information remains a major challenge for educational institutions, including Universitas Sumatera Utara (USU). Although USU has developed several information platforms, ... -
Spelling Correction untuk Non-Word Errors Bahasa Batak Toba menggunakan Metode Peter Norvig
(Universitas Sumatera Utara, 2025)The use of Batak Toba language in digital communication often faces challenges, especially in typing and spelling accuracy. One of the most common issues is non-word errors, which occur when words are misspelled in a way ... -
Aplikasi Permainan untuk Edukasi Bahasa Isyarat Menggunakan Computer Vision
(Universitas Sumatera Utara, 2025)Learning sign language remains a challenge, particularly for beginners who often struggle to understand gestures without direct feedback. Conventional learning methods such as books or instructional videos on YouTube are ... -
Rancang Bangun Sistem Absensi Internet of Things (Iot) dengan Fingerprint dan Integrasi ke Website di Universitas Sumatera Utara
(Universitas Sumatera Utara, 2025)Attendance serves as a crucial indicator in education, particularly in assessing student discipline and academic progress. However, conventional attendance systems, such as manual signatures or semi-digital inputs, remain ... -
Mesin Penerjemah Bahasa Hokkien-Indonesia dengan Fine-Tuning Quantized Low-Rank Adaptation (QLoRA) pada Large Language Model Meta AI (LLaMA)
(Universitas Sumatera Utara, 2025)Hokkien is a dialect within the Southern Min language group and one of low-resource languages (LRLs). Natural language processing (NLP) task such as neural machine translation (NMT) on LRL can apply fine-tuning to mitigate ... -
Dukungan Keputusan dalam Permainan Berbasis Giliran untuk Panduan Pertempuran dan Pembentukan Partai Dengan Menggunakan Ai dan Deep Reinforcement Learning
(Universitas Sumatera Utara, 2025)Granblue Fantasy is a turn-based game that demands complex strategy. However, the pay-to-win system often hinders the progress of free-to-play players with limited resources. This research develops a recommendation ... -
Analisis Sentimen Berbasis Aspek untuk Ulasan Aplikasi Investasi Online dengan Pendekatan Bidirectional Encoder Representations from Transformers (BERT)
(Universitas Sumatera Utara, 2025)The rapid growth of investment applications in Indonesia requires a deep understanding of user reviews. This study aims to analyze the sentiment and aspect found in user reviews of the AJAIB application, collected from ... -
Penerapan Transfer Learning Berbasis Model Bert untuk Mendeteksi Plagiarisme pada Skripsi Berbahasa Indonesia
(Universitas Sumatera Utara, 2025)Academic integrity in scholarly works is often threatened by the practice of plagiarism, a challenge that grows more complex with the increasing volume of digital documents. The manual verification process for originality ... -
Deteksi dan Klasifikasi Osteoartritis Lutut pada Citra X-ray Menggunakan ResNet-50 dan DenseNet-121 dengan Visualisasi Berbasis Web
(Universitas Sumatera Utara, 2025)Knee osteoarthritis (OA) is one of the most common types of joint disorders in the elderly, characterized by pain and limited mobility. This study aims to develop a hybrid deep learning model to detect and classify the ... -
Keamanan Qr Code Menggunakan Hybrid Cryptosystem Algoritma Rc4 dan Rabin P
(Universitas Sumatera Utara, 2025)QR Code is one of the technologies that has been widely implemented across various fields as a medium for storing and exchanging information quickly and accurately. However, QR Code also has security vulnerabilities due ... -
Penerapan Metode Entropy –Vikor Pada Sistem YPI Ash-Shohabiyah Dalam Penentuan Bantuan Beasiswa
(Universitas Sumatera Utara, 2025)Scholarship provision is one of the efforts made by various institutions or foundations to help students who excel academically but face economic constraints or limitations. However, the selection process is often ... -
Klasifikasi Larva Nyamuk Aedes Menggunakan Convolutional Neural Network – Long Short Term Memory
(Universitas Sumatera Utara, 2025)The spread of diseases transmitted by Aedes mosquitoes, such as dengue fever (DBD), chikungunya, and Zika, is a significant global health issue, especially in Indonesia. One of the key steps in controlling these diseases ... -
Sistem Pakar dalam Diagnosis Penyakit Cacar Monyet Menggunakan Metode Dempster Shafer Berbasis Web
(Universitas Sumatera Utara, 2025)Monkeypox is a zoonotic disease caused by the monkeypox virus and can be transmitted from animals to humans as well as between humans. Its global spread since 2022, including in non-endemic regions such as Europe and ... -
Penentuan Status Gizi Wanita Umur Subur (WUS) pada Gambar 2D Berdasarkan Pengukuran LILA dengan YOLOv10 dan SAM
(Universitas Sumatera Utara, 2025)The measurement of Mid-Upper Arm Circumference (MUAC) is crucial in determining nutritional status, but manual methods often have limitations such as subjectivity and variations in results. This research proposes a computer ... -
Generasi Caption dan Ekstraksi Keyword untuk Gambar dengan Fine-Tuning Vision Transformer dan GPT-2 serta Fitur Konversi Audio untuk Peningkatan Aksesibilitas
(Universitas Sumatera Utara, 2025)The increasing volume and variety of images, often lacking accompanying information or descriptions, pose a new challenge in image processing. This research develops an image captioning system using Transformer models, ... -
Sistem Peringatan Dini Banjir Rob Secara Real-Time Menggunakan Algoritma You Only Look Once Berbasis Internet of Things
(Universitas Sumatera Utara, 2025)Tidal flooding is a serious threat to coastal areas, potentially causing infrastructure damage, property loss, and health disturbances. This study aims to develop an early warning system for tidal flooding based on the ...
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