Browsing Faculty of Computer Science and Information Technology by Issue Date
Now showing items 1-20 of 2882
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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. ... -
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 ... -
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 ... -
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 ... -
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 ... -
Pendekatan Model Reduced Gradient – Mixed Non Linier untuk Optimasi Pemeliharaan Kebun Kopi
(Universitas Sumatera Utara, 2026)Optimizing the allocation of limited workers for the maintenance of smallholder coffee farms using a Mixed-Integer Nonlinear Programming (MINLP) model results in high computational complexity. Unlike other similar studies, ... -
Pengenalan Ekspresi Wajah dengan ResNeXt
(Universitas Sumatera Utara, 2026)Facial expressions are movements or positions in human facial muscles that are one way humans convey their emotional states. Facial expression recognition is one of the important fields in computer vision because automatic ... -
Deteksi Komentar Judi Online Menggunakan Bidirectional LSTM dan FastText pada Platform Video Daring
(Universitas Sumatera Utara, 2026)Online gambling promotions are spreading widely in the comment sections of video platforms, and they are difficult to stop using traditional keyword-based filters. This is because promoters keep changing the way they write, ... -
Sistem Deteksi dan Klasifikasi Pothole pada Jalanan Menggunakan Algoritma YOLOv11 dan Faster R-CNN
(Universitas Sumatera Utara, 2026)Road damage, especially potholes, poses significant risks to both road users and a country's infrastructure. Conventional detection methods are often ineffective in dealing with the visual patterns and environmental ... -
Intent Detection Dan Slot Filling Secara Joint Learning Pada Chatbot Rekomendasi Bahan Aktif Skincare Menggunakan Indobert-Crf
(Universitas Sumatera Utara, 2026)Skincare has become an essential aspect, particularly among women. The growing market demand and interest have led skincare manufacturers to launch various products with different functions and purposes. The main ... -
Optimasi Sistem Pencarian Karya Ilmiah dari Repositori Institusi USU Berbasis Large Language Model (LLM) dengan Retrieval-Augmented Generation (RAG)
(Universitas Sumatera Utara, 2026)The Institutional Repository of Universitas Sumatera Utara (USU) currently uses a keyword-based search system that has limitations in understanding semantic context and variations of natural language queries, which often ... -
Implementasi Metode IndoBERT Untuk Analisis Emosi Pada Ulasan Pengguna Aplikasi M-Paspor
(Universitas Sumatera Utara, 2026)The M-Paspor application serves as an essential digital platform for managing passport services online, making user reviews on the Google Play Store a valuable source for understanding public experiences with the system. ... -
Analisis Prediktif Awal Penyakit Jantung Koroner pada Data Rekam Medik Pasien
(Universitas Sumatera Utara, 2026)Coronary heart disease (CHD) remains one of the leading causes of death worldwide and poses a major challenge for healthcare systems, particularly in developing countries such as Indonesia. This study aims to develop an ... -
Sistem Monitoring Stabilitas Bow Hand Atlet Dalam Latihan Panahan Menggunakan Accelerometer
(Universitas Sumatera Utara, 2026)Stability of motion takes a crucial role in determining archery shot quality, requiring coaches and athletes to have an objective and real-time monitoring method to improve training performance. This system was developed ... -
Analisis Framing dan Sentimen Media Online Indonesia dalam Pemberitaan Tom Lembong
(Universitas Sumatera Utara, 2026)This study analyzes the framing and sentiment of Indonesian online media coverage of the sugar import corruption case involving the former Secretary-General of the Ministry of Trade, Tom Lembong, during the period from ... -
Identifikasi Komposisi Tidak Halal pada Makanan Kemasan Korea Menggunakan OCR dan Fuzzy String Matching
(Universitas Sumatera Utara, 2025-07)This study aims to develop a system to assist Muslim consumers in identifying the halal status of food ingredients listed on Korean packaged food products. The problem arises because many imported food products from Korea ... -
Pembangkitan Anotasi Peta Berdasarkan Ekstraksi Data Berita Penyakit Endemik Menggunakan Pendekatan Natural Language Generation
(Universitas Sumatera Utara, 2025)In the digital era, news data serves as an abundant information source but is often unstructured, particularly regarding the spread of endemic diseases. This study aims to implement automatic data extraction from news ... -
Klasifikasi Cyberbullying pada Media Sosial Komentar Instagram Bahasa Indonesia Menggunakan Metode Bidirectional Long-Short Term Memory (BiLSTM)
(Universitas Sumatera Utara, 2025)Indonesia is one of the countries with the highest number of social media users in the world. According to data from katadata.co.id, the number of social media users in Indonesia reached 96 million in 2017 and is estimated ... -
Deteksi Potensi Inflated Bills pada Data Klaim Layanan BPJS Kesehatan Menggunakan Algoritma Extreme Gradient Boosting (XGBoost)
(Universitas Sumatera Utara, 2025)Inflated bills or bills that exceed the actual cost are a common type of fraud happen in advanced referral health facilities in the implementation of BPJS Heath program. Such fraud can lead to financial losses for BPJS ... -
Sistem Monitoring Meteran Air untuk Perumahan Menggunakan Mesh Network dengan Protokol MQTT pada Platform Node-RED
(Universitas Sumatera Utara, 2025)In human life, water is one of the most important elements because it is often used both for consumption and as a means of hygiene and other life-supporting needs. In general, in Indonesia there are two types of water ...