Browsing Faculty of Computer Science and Information Technology by Issue Date
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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 ... -
Penentuan Karakter Anak Melalui Sidik Jari dengan Algoritma Convolutional Neural Network (CNN)
(Universitas Sumatera Utara, 2025)Each individual has a character that is influenced by internal and external factors. A deeper understanding of the character and potential of the child can help parents optimally direct their development. Dermatoglyphics ... -
Prediksi Penyebaran Malaria di Kabupaten Asahan Menggunakan Metode Multilayer Perceptron (MLP) dan Whale Optimization Algorithm (WOA)
(Universitas Sumatera Utara, 2025)Malaria is a disease that can be transmitted through mosquito bites. Today, malaria has become an infectious disease with a high mortality rate. According to data from the World Health Organization, an estimated 249 million ... -
Prediksi Penyebaran Malaria di Kabupaten Batubara Menggunakan Metode Xtreme Gradient Boosting (Xgboost)
(Universitas Sumatera Utara, 2025)Malaria is a deadly disease transmitted through mosquitoe bites especially that of female Anopheles mosquitoes. It remains one of the world’s infectious diseases with a high mortality rate even as of today. According to ... -
Implementasi Recursive Backtracking sebagai Random Maze Generator untuk Aplikasi Virtual Reality Exposure Therapy Nyctophobia
(Universitas Sumatera Utara, 2025)Nyctophobia, or fear of darkness, is a type of specific phobia where the sufferer feels excessive fear or anxiety when in dark or dimly lit environments. This phobia can be treated using various therapy methods, one of ... -
Implementasi Algoritma Long Short Term Memory (LSTM) dalam Memprediksi Konsumsi Energi Baru Terbarukan
(Universitas Sumatera Utara, 2025)Increased global energy consumption is driving countries around the world to look for alternative energy sources. With the limited availability of fossil fuels, renewable energy is the right solution to address global ... -
Pengembangan Dataset Berbahasa Indonesia untuk Automated Essay Scoring (AES) dengan Fitur Feedback melalui Implementasi Teknik Fine-Tuning BERT pada Platform Website
(Universitas Sumatera Utara, 2025)Natural Language Processing (NLP) is a branch of artificial intelligence (AI) that facilitates how computers can interact with humans using language that we understand, either in text or voice. One of the applications of ... -
Sistem Pengecekan Kemiripan Jawaban Esai Menggunakan Pendekatan Latent Semantic Analysis
(Universitas Sumatera Utara, 2025)CBT or what is known as the Computer Bassed Test is a breakthrough for conducting testing, apart from reducing the use of paper, as well as a suggestion for a model for taking exams whose results can be seen directly by ... -
Implementasi Clustering Using Representatives (CURE) dalam Pengelompokan Status Malnutrisi pada Lansia
(Universitas Sumatera Utara, 2025)Malnutrition is a serious problem that often occurs in the elderly, which can cause negative impacts in health, social and care aspects. The elderly are vulnerable to malnutrition due to physiological decline, limited ... -
Penerapan Convolutional Neural Network dalam Deteksi Autism Spectrum Disorder pada Anak Melalui Identifikasi Tulisan Tangan
(Universitas Sumatera Utara, 2025)Autism Spectrum Disorder (ASD) is defined by difficulties in communication, social interactions, and behavioral patterns. Children with ASD often face difficulties in fine motor activities, including handwriting, which ... -
Perbandingan Kinerja Algoritma Ridge dan LASSO Regression dalam Prediksi Persentase Lemak Tubuh
(Universitas Sumatera Utara, 2025)Body Fat Percentage (BFP) is an accurate measurement for diagnosing obesity, the main factor causing obesity is an energy imbalance between calorie expenditure and intake. People who are obese are more likely to ... -
Sistem Notifikasi Monitoring Kehadiran Siswa Secara Real-Time Berdasarkan Pengenalan Wajah Berbasis Deep Learning
(Universitas Sumatera Utara, 2025)Student attendance recording is an essential aspect of educational administration; however, manual methods are often slow, error-prone, and susceptible to manipulation. This study developed a real-time facial recognition-based ... -
Optimalisasi Prediksi Harga Beras di Provinsi Sumatera Utara Menggunakan Model Hybrid SARIMA-LSTM
(Universitas Sumatera Utara, 2025)Rice is a staple food for the people of Indonesia, making it crucial to maintain price stability and availability. A rise in rice prices can have adverse effects as it contributes to increased inflation. Therefore, rice ... -
Analisis Korelasi Luas Panen dengan Membandingkan Algoritma Linear Regression dan Random Forest untuk Prediksi Produksi Tanaman Pangan di Pulau Kalimantan
(Universitas Sumatera Utara, 2025)Food security remains a crucial issue in development, both globally and nationally. According to data from the annual report of the Directorate General of Food Crops, food production in Kalimantan has shown a declining ... -
Sistem Chatbot Layanan Informasi pada Klinik Hewan Menggunakan Glove Embedding dan Algoritma Long Short-Term Memory (LSTM)
(Universitas Sumatera Utara, 2025)Veterinary clinics serve as a place of treatment, a source of information and education on appropriate care for pets. The lack of information services in veterinary clinics can lead to uncertainty about a pet's health ... -
Implementasi Gamifikasi dalam Digital Storytelling Asal Mula Terbentuknya Danau Toba sebagai Media Pembelajaran Ilmu Pengetahuan Alam
(Universitas Sumatera Utara, 2025)Story about Lake Toba is better known as a legend than a scientific explanation of its formation process. This condition causes students' low understanding of the scientific aspects behind the natural phenomenon. Conventional ... -
Formulasi Optimasi Diskrit untuk Penyelesaian Permasalahan Visualisasi Data
(Universitas Sumatera Utara, 2025)The rapid development of computer technology has led to the accumulation of large amounts of high-dimensional data, creating challenges in analysis and visualization. Data visualization plays an important role in ...