Faculty of Computer Science and Information Technology: Recent submissions
Now showing items 21-40 of 2882
-
Prediksi Arah Tendangan Penalti Berbasis Estimasi Pose dan Run Up Sequence Penendang Menggunakan Algoritma Long Short Term Memory (LSTM) dan 1D Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2026)Penalty kicks are decisive moments that can determine football match outcomes. For goalkeepers, the ability to read kick direction before the ball is struck provides an invaluable advantage. This research develops a penalty ... -
Sistem Pendeteksi Spam Pesan Singkat Bahasa Indonesia Menggunakan IndoBERT dan Multi-Graph Convolutional Network
(Universitas Sumatera Utara, 2026)Short Message Service (SMS) in Indonesia remains a primary medium for disseminating unwanted spam content, ranging from aggressive commercial advertisements to harmful financial fraud attempts that pose significant risks ... -
Pengembangan Sistem NER (Named Entity Recognition) Untuk Identifikasi Gejala dan Diagnosis Psikologis pada Catatan Klinis Indonesia: Adaptasi Dataset dan Nusabert
(Universitas Sumatera Utara, 2025)The explosion of unstructured text data has opened up significant opportunities for the use of Natural Language Processing (NLP) to analyze information related to individual psychological conditions. However, developing a ... -
Implementasi Algoritma XGBoost untuk Klasifikasi Stunting pada Anak di Kota Medan
(Universitas Sumatera Utara, 2026)Machine learning (ML) does not rely on explicitly written programming instructions. In the healthcare sector, ML is widely used for classification tasks, including the classification of stunting risk in children. This study ... -
Integrasi Metode CURE dan SHAP dalam Pemetaan Analisis Faktor Risiko Stunting di Kota Medan
(Universitas Sumatera Utara, 2026)Stunting is a chronic nutritional problem that remains a major challenge in public health development in Indonesia, including in Medan City, as it directly affects the quality of human resources in the long term. This ... -
Integrasi Snort dan Fail2ban Untuk Deteksi dan Pencegahan Serangan Brute Force Pada Protokol MQTT
(Universitas Sumatera Utara, 2025)Message Queuing Telemetry Transport (MQTT) is a popular protocol within the Internet of Things (IoT) ecosystem. However, this protocol lacks built-in security mechanisms, leaving it vulnerable to attacks such as brute ... -
Implementasi YOLOv10 untuk Deteksi Makanan Sebagai Pencatatan Asupan Gizi Protein Secara Realtime
(Universitas Sumatera Utara, 2025)Nutrition refers to substances derived from food that are essential for the body to grow, develop, and maintain normal organ function. Protein is one of the primary components of macronutrients and plays a vital role ... -
Identifikasi Penyakit Gigi dan Mulut Menggunakan Metode Mobilenetv3 dan Efficientnetv2
(Universitas Sumatera Utara, 2026)Dental and oral diseases remain a prevalent health issue in Indonesia. The lack of routine dental check-ups and limited number of medical professionals highlight the need for an automated image-based identification system. ... -
Sistem Monitoring Kualitas Air Mineral Berbasis IoT dengan Metode SAW (Simple Additive Weighting)
(Universitas Sumatera Utara, 2025)Water is a vital resource for human life, and therefore its quality must always be maintained. This research aims to develop a mineral water quality monitoring system based on the Internet of Things (IoT) using the Simple ... -
Pendekatan Rock Hyrax dan Regret Minimization untuk Optimasi Load Balancing dalam Jaringan Cloud Computing
(Universitas Sumatera Utara, 2025)Application server load balancing is a major challenge in improving system performance in the era of cloud computing, especially in web hosting, healthcare, data centers, and customer support services with unpredictable ... -
Analisis Sentimen Berbasis Aspek terhadap Pilihan Presiden Menggunakan Algoritma LSTM pada Sosial Media X
(Universitas Sumatera Utara, 2025)Democracy serves as the fundamental foundation of Indonesia’s governmental system, where citizens play a significant role in determining their leaders through general elections. The election results decide who will lead ... -
Deteksi Komentar Spam Promosi Judi Online Pada Video Siaran Langsung YouTube Menggunakan Algoritma Gated Recurrent Unit (GRU)
(Universitas Sumatera Utara, 2025)Spam comments promoting online gambling are increasingly prevalent in YouTube live-stream chats, degrading interaction quality and contravening Article 27(2) of Indonesia’s Electronic Information and Transactions Law (UU ... -
Analisis Sistem Inferensi Fuzzy Mamdani Kompleks pada Lama Penyinaran Matahari
(Universitas Sumatera Utara, 2025)Climate change and weather variability have become significant global challenges, particularly in predicting atmospheric parameters such as sunshine duration. This parameter plays a crucial role in agriculture, energy, and ... -
Query Expansion pada Retrieval Berbasis Corpus Content Base Retrieval (CBR) di Media Sosial untuk Meningkatkan Hasil Retrieval
(Universitas Sumatera Utara, 2025)The rapid growth of social media data has generated a vast and diverse volume of data. Such data are typically unstructured, written in informal language, contain non-standard abbreviations, and exhibit high content dynamics. ... -
Pengembangan Aturan Fuzzy Mamdani Menggunakan Algoritma Gray Wolf Optimizer (GWO) dalam Menentukan Prediksi Keselamatan Pelayaran
(Universitas Sumatera Utara, 2025)The Gray Wolf Optimizer (GWO) algorithm is an optimization method inspired by the social hierarchy and hunting behavior of gray wolves. Gray wolves are categorized as alpha, beta, delta, and omega. From the initial population ... -
Deep Support Vector Data Description dalam Penanganan Anomali pada Proses Pengajuan Klaim Asuransi Kredit
(Universitas Sumatera Utara, 2025)This study proposes Deep Support Vector Data Description (Deep-SVDD) as an anomaly-detection approach for credit-insurance claim submissions processed via host-to-host systems. Operational tabular data (5,000 observations) ... -
Sistem Pakar Deteksi Serangan Phishing pada Website Menggunakan Rule Based System
(Universitas Sumatera Utara, 2025)The rapid growth of internet usage in the digital era has brought convenience but also significant risks, especially in terms of data security. Many users remain unaware of cyber threats, such as phishing attacks, which ... -
Implementasi Large Language Model (LLM) dalam Pembuatan Map Procedural pada Game Turn-Based Berbasis Grid
(Universitas Sumatera Utara, 2025)Maps are essential elements in grid-based turn-based games because they influence player strategy and overall gameplay experience. Manual map creation is time-consuming and often produces limited variation. This study aims ... -
Klasifikasi Jenis Burung Lovebird Menggunakan Metode Yolov8 (You Only Look Once) Berbasis Android
(Universitas Sumatera Utara, 2025)The wide variety of lovebird species in Indonesia often makes it difficult for the general public to distinguish between them, highlighting the need for a system capable of classifying lovebird types. Therefore, this ... -
Implementasi Sistem Pencarian Semantic Metadata Buku Berbasis Sentence-BERT
(Universitas Sumatera Utara, 2025)Book discovery in digital libraries is often hindered by keyword-based methods that fail to capture semantic nuances and user query context, leading to low relevance. This research aims to implement and evaluate a semantic ...