Browsing Department of 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 ... -
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 ... -
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 ... -
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 ... -
Klasifikasi Bencana Kekeringan di Jawa Timur Menggunakan Citra Satelit Landsat 8 dengan Metode XGBoost
(Universitas Sumatera Utara, 2025)Drought disasters cause major impacts such as reduced clean water, damage to food crops and the destruction of environmental ecosystems that occur in very large areas for a very long time. In monitoring droughts today, ... -
Identifikasi Pernyataan Misogini Berdasarkan Komentar Media Sosial Menggunakan Bidirectional Long Short-Term Memory dan IndoBERT Embedding
(Universitas Sumatera Utara, 2025)With the anonymity provided by social media platforms, users are free to upload content or share their opinions through available comment sections. Due to this, it is quite common to encounter accounts in the comment ... -
Implementasi Algoritma LSTM dan IndoBERTweet Embedding untuk Deteksi Indikasi Depresi Berdasarkan Postingan Media Sosial
(Universitas Sumatera Utara, 2025)Depresi merupakan gangguan mental yang ditandai dengan kesedihan yang mendalam dan berkelanjutan, perasaan tidak berharga, bersalah, dan kehilangan minat dalam kehidupan sehari-hari. Media sosial menjadi wadah bagi para ... -
Pemetaan Sebaran Terumbu Karang di Perairan Pulau Kalimantung Gadang Menggunakan Citra Satelit dengan Algoritma Lyzenga dan Optimisasi Adaptive Moment Estimation
(2025)Kalimantung Gadang Island, located in Central Tapanuli Regency, boasts a rich and diverse coral reef ecosystem. However, this ecosystem is under pressure due to various human activities, such as pollution and the use of ... -
Implementasi Algoritma Damerau-Levenshtein Distance dan Pendekatan Deep Neural Network Dalam Analisis dan Perbaikan Kesalahan Eja atau Penulisan Real-Word Error Bahasa Indonesia
(Universitas Sumatera Utara, 2025)Effective communication, both verbal and written, is an important aspect of human life to convey information and build harmonious relationships. In written communication, errors in writing, such as non-words (words not ... -
Media Pembelajaran Bahasa Arab Berbasis Game Drag And Drop dengan menerapkan Rule Based System dan Finite State Machine
(Universitas Sumatera Utara, 2025)The rapid digital transformation has changed students' preferences for learning methods, so innovations are needed that suit the learning styles of the digital generation. This research develops a drag and drop game-based ... -
Klasifikasi Komentar Mengandung Body Shaming pada Media Sosial dengan Menggunakan Algoritma Convolutional Neural Network
(Universitas Sumatera Utara, 2025)The use of social media, which can be easily accessed without limits, can contribute to online bullying, namely body shaming. In social media, this action can be found in comments, tweets, or contents. Body shaming on ... -
Analisis Quality of Service (QOS) Menggunakan Routing Statis dan Dinamis pada Jaringan Internet of Things (IoT)
(Universitas Sumatera Utara, 2025)Internet of Things (IoT) is one of the growing subjects of technology today. IoT has been used in various ways such as for the industrial field, medical field, smart home development, collection and support of observations ...