Department of Information Technology: Recent submissions
Now showing items 241-260 of 1385
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Klasifikasi Buah Jeruk secara Realtime Menggunakan Algoritma You Only Look Once V5 Berbasis Android
(Universitas Sumatera Utara, 2023)The utilization of computer vision technology applied in Android smartphones can assist humans in many ways. This technology enables computer to see and analyze object around its surroundings using image processing approaches. ... -
Permainan Edukasi Ekosistem Hewan Bawah Laut untuk Anak Sekolah Dasar dengan Memanfaatkan Teknologi Virtual Reality
(Universitas Sumatera Utara, 2023)In teaching and learning activities at elementary school age is the age where they really need general knowledge useful to increase their insight and curiosity. One of them is the introduction of underwater animals. This ... -
Identifikasi Konten Hoaks Media Sosial tentang Covid-19 Menggunakan Algoritma Levenshtein Distance
(Universitas Sumatera Utara, 2023)Social media is one of the developments in information technology. Where with the development of this technology, namely the internet, it can make it easier for all people to use it. There is a lot of information circulating, ... -
Analisis Sentimen terhadap Opini Masyarakat Mengenai Program Kerja Kota Medan Menggunakan LSTM (Long Short Term Memory) dengan Media Sosial Twitter
(Universitas Sumatera Utara, 2023)This thesis aims to conduct research related to sentiment analysis of public opinion regarding the work program of the City of Medan during the administration of the Mayor and Deputy Mayor for the period 2020 to the ... -
Klasifikasi Jenis Ulasan Konsumen Produk Kecantikan Lokal Menggunakan Pendekatan BERT (Bidirectional Encoder Representations from Transformers)
(Universitas Sumatera Utara, 2023)Product reviews can be information for potential consumers to find out about the product to be purchased. Reviews can be useful as a reference and consideration for consumers before buying a product. There are various ... -
Klasifikasi Komentar Toxic Sara pada Tweet Bahasa Indonesia Menggunakan Adaptive Boosting (Adaboost)
(Universitas Sumatera Utara, 2023)Social media is currently growing rapidly and has become part of communication. Social media provides its own space for its users to be free of expression, especially in providing comments on what is seen and felt in ... -
Identifikasi Diabetes Melitus Tipe 2 Melalui Citra Lidah dengan Menggunakan Arsitektur Efficientnet Berbasis Android
(Universitas Sumatera Utara, 2023)Diabetes Mellitus (DM) is a chronic, chronic disease characterized by blood glucose (blood sugar) levels exceeding normal Symptoms of DM can be observed in several parts of the body, including the tongue. The tongue ... -
Prediksi Kejadian Malaria dengan Pemanfaatan Data Meteorologi Menggunakan Gated Recurrent Unit
(Universitas Sumatera Utara, 2023)Malaria, a disease caused by mosquitoes infected with Plasmodium parasites, continues to be a serious global health issue. Despite efforts to reduce malaria cases, there has been a significant increase, especially ... -
Aspect Based Sentiment Analysis Survey Kepuasan Pelanggan terhadap Perusahaan Penyedia Jasa Solusi Perangkat Lunak Menggunakan Multinomial Naïve Bayes
(Universitas Sumatera Utara, 2023)A software developer company is a company that provides services in the form of software technology development to assist business people in achieving their business goals. In order for system maintenance services to ... -
Deteksi Simbol pada Ekspresi Matematika dengan Menggunakan Faster Region Convolutional Neural Network (Faster R-CNN)
(Universitas Sumatera Utara, 2023)Mathematics is an essential subject in the field of education, yet many students, particularly college students, face difficulties in studying it. One of the main causes is a lack of understanding of mathematical ... -
Identifikasi Akun Palsu Instagram Menggunakan Support Vector Machine
(Universitas Sumatera Utara, 2023)One of the social media sites that has the most active users is Instagram, which is in fourth place compared to other social media sites. At this time, not a few people who use Instagram are competing to increase the ... -
Implementasi Augmented Reality dalam Pembelajaran Pengelompokan Makhluk Hidup Ke dalam 5 Kingdom
(Universitas Sumatera Utara, 2023)Kingdom is the highest taxonomic level in the classification system of living things. Classification systems are grouped based on the characteristics of living things. There are five kingdoms that are widely recognized ... -
Identifikasi Cuitan Berbahasa Indonesia yang Mengandung Unsur Depresi Menggunakan Metode Bidirectional Gated Recurrent Unit
(Universitas Sumatera Utara, 2023)Twitter can be used to express and describe the emotions felt by the users. The emotions expressed through tweets on the users’ Twitter accounts can be associated with the mental disorders they are experiencing. One ... -
Penerapan Algoritma Hierarchical Clustering untuk Penilaian Pelayanan Akademik Berdasarkan Indeks Kepuasan Mahasiswa
(Universitas Sumatera Utara, 2023)In the role of universities to improve the benefit and science to be more developed in the world of technology and development, it is required to produce superior and quality human resources in accordance with the wishes ... -
Analisis Performa Fitur ATP + CQT pada Algoritma SVM dalam Mendeteksi Serangan Voice Spoofing Replay Attack
(Universitas Sumatera Utara, 2023)Automatic Speaker Verification (ASV) is a system that can determine whether a person speaking is the identity he claims to be or not. However, ASV systems are vulnerable to voice spoofing attacks. Voice spoofing attacks ... -
Analisis Reinforcement Learning pada Game Box Endless Runner 2D
(Universitas Sumatera Utara, 2023)This study aims to compare the effectiveness of three reinforcement learning algorithms, namely DQN, A2C, and PPO, in optimizing the performance of an agent in the 2D Box Endless Runner game. The study evaluates the ... -
Deteksi Jenis Hama pada Daun Tanaman Mangga Menggunakan Metode You Only Look Once Versi 5
(Universitas Sumatera Utara, 2023)Mango (Mangifera indica) is one of the well-known and beloved fruits, as well as an economic commodity in Indonesia. However, the cultivation process of mango plants is not always smooth and often encounters attacks ... -
Prototipe Sistem Pengontrolan Budidaya Cabai Rawit Berbasis Internet of Things Menggunakan Mikrokontroler ESP32
(Universitas Sumatera Utara, 2023)Unstable weather conditions can affect the temperature, humidity, and soil moisture requirements needed by plants. As happened with cayenne pepper, if these needs are not met optimally it can disrupt production which ... -
Virtual Reality Tjong A Fie Menggunakan Gamification dengan Algoritma Knuth Shuffle
(Universitas Sumatera Utara, 2023)The city of Medan is one of the largest cities in Indonesia, located in the province of Sumatra. The city of Medan is a symbol and a valuable asset where Medan has many aspects and cultural history of the people such as ... -
Pemilahan Tanaman Kaktus oleh Robot Lengan Menggunakan Algoritma YOLOv3
(Universitas Sumatera Utara, 2023)Science and technology continue to rapidly develop, including in the field of computers, which is divided into several branches such as computer vision and robotics. Computer vision studies, analyzes, and interprets ...