Department of Information Technology: Recent submissions
Now showing items 181-200 of 1385
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Penilaian Perspektif Pengguna Aplikasi Pinjaman Online dengan Pemodelan Topik Latent Dirichlet Allocation pada Analisis Sentimen Menggunakan Extreme Gradient Boosting
(Universitas Sumatera Utara, 2023)Every application user has the right to provide a review regarding their experience when using the application service. These reviews is a source of information for application developers to improve the quality of their ... -
Klasifikasi Kematangan Buah Kelapa Sawit Menggunakan Metode Faster Region Convolutional Neural Network (Faster R-CNN)
(Universitas Sumatera Utara, 2023)Indonesia is one of the world's largest producers of palm oil. Crude Palm Oil (CPO) is one of the raw materials with high utility, both for daily needs and industrial purposes. The quality of CPO produced depends greatly ... -
Pengenalan Data KTP Calon Peserta MTQ Tingkat Kota Medan Menggunakan Metode Optical Character Recognition
(Universitas Sumatera Utara, 2023)Musabaqah Tilawatil Quran (MTQ) is an Islamic art competition that focuses on conveying the messages of the Al-Qur'an in everyday life by reading, memorizing, writing, understanding, interpreting, and conveying the guidance ... -
Klasifikasi Jenis Jerawat Berbasis Android dengan Menggunakan Metode Faster R-CNN
(Universitas Sumatera Utara, 2023)Acne is one of the most common skin problems experienced by people. Acne can occur due to excess oil production, blockage of pores on the face, bacterial infections, food and cosmetic factors. It is very important to know ... -
Klasifikasi Mutu Beras Putih Menggunakan Faster Region Convolutional Neural Network
(Universitas Sumatera Utara, 2023)Rice is a food derived from rice plants (Oryza sativa) produced after going through the milling process. In Indonesia, rice is the main staple food of the people, especially the people of Western Indonesia. Most people in ... -
Deteksi Jenis Biji Kopi secara Real-Time Menggunakan Single Shot Multibox Detector-Mobilenet
(Universitas Sumatera Utara, 2023)Coffee (Coffea sp.) is the largest tropical commodity due to its beans that can be processed into beverages. In Indonesia, there are three most sought-after types of coffee beans, those are Arabica, Robusta, and Liberica. ... -
Aspect Based Sentiment Analysis pada Review Hotel Menggunakan Gated Recurrent Unit
(Universitas Sumatera Utara, 2023)The rapid increase in the usage of online platforms has allowed users to share their experiences and opinions about various products and services, including hotels. The hotel industry is one of the continuously growing ... -
Translasi Bahasa Isyarat Berstandar Bisindo ke Bahasa Verbal Indonesia Menggunakan Algoritma YOLO dan LSTM
(Universitas Sumatera Utara, 2023)Communication is a crucial aspect of social life. Language serves as a means of exchanging information. Verbal language, both spoken and written, is commonly used for communication. However, there are individuals who are ... -
Penentuan Nilai Rating Produk Kecantikan Berdasarkan Analisis Sentimen Berbasis Aspek Menggunakan Latent Dirichlet Allocation dan Adaptive Boosting
(Universitas Sumatera Utara, 2023)The significant development of beauty products in the present day has given rise to online platforms dedicated to the beauty industry. The advancement of technology and easier access to mobile devices have turned beauty ... -
Klasifikasi Tanaman Hias Monstera Berdasarkan Citra Daun Menggunakan Metode Single Shot Detector – Mobilenet
(Universitas Sumatera Utara, 2023)Many sellers, plant cultivators and plant lovers, especially monstera, still find it difficult to identify several types of monstera because there are many types that have similarities between the types of monstera plants. ... -
Klasifikasi Jenis Nyamuk Berdasarkan Citra Tubuh Nyamuk dengan Kombinasi Convolutional Neural Network dan Random Forest
(Universitas Sumatera Utara, 2023)Mosquito is one of the animals that can transmit dangerous diseases in the world. Indonesia is recorded as the second country with the highest number of mosquito species in the world, with the Aedes and Culex genera being ... -
Identifikasi Kecambah Kelapa Sawit Palsu Menggunakan Metode Convolution Neural Network
(Universitas Sumatera Utara, 2023)Indonesian Oil Palm Research Institute (IOPRI) is one of the oil palm sprout research institutions in Indonesia to produce superior seeds with international standards. Besides the value of quality seeds, there are also ... -
Klasifikasi Jenis Eucalyptus Berdasarkan Citra Daun Menggunakan Metode Transfer Learning VGG16
(Universitas Sumatera Utara, 2023)Eucalyptus has 700 species worldwide and each has its own characteristics in the shape and characteristics of its leaves. The differences in Eucalyptus leaves can be distinguished by people who have studied this plant for ... -
Kinerja Klasifikasi KNN – Gower Dissimilarity dan Regresi Logistik pada Dataset Heterogen
(Universitas Sumatera Utara, 2023)The performance of K-Nearest Neighbor (KNN) classification cannot be separated from determining the distance. Classification distance calculations are usually carried out on numeric data types. However, when faced with a ... -
Analysis Kinerja Algoritma Support Vector Machine dan Xgboost Classifier dalam Prediksi Data Penyakit Jantung
(Universitas Sumatera Utara, 2023)Heart disease is a common condition in humans and can have negative impacts on health. Various data such as age, gender, blood pressure, and other factors can be used to predict the likelihood of heart disease. This research ... -
Teknik Signcryption untuk Pengamanan Berkas Digital dengan Algoritma Multi-Factor RSA dan Algoritma Esign
(Universitas Sumatera Utara, 2023)The modern digital era has made cryptography a tool capable of solving problems of confidentiality, authentication, integrity and non-repudiation. Encryption can solve the problem of message confidentiality and digital ... -
Analisis Kompleksitas dan Real Running Time pada Algoritma Multi Prime RSA dan XRSA dalam Pengamanan Pesan Digital
(Universitas Sumatera Utara, 2023)As time goes by and advances in information technology make it easier for human activities, especially in terms of exchanging information, which can be done completely digitally. The all-digital exchange of information is ... -
Analisis Sentimen Multi-Label Toxic Comment Menggunakan Metode BERT-BiLSTM
(Universitas Sumatera Utara, 2023)The growth of internet users in Indonesia continues to increase every year, one of which is for expressing opinions in online forums such as Twitter, which has now been renamed as X. Social media has negative impacts, such ... -
Sentimen Analisis Berbasis Aspek Berdasarkan Opini Penonton terhadap Stasiun TVRI Menggunakan Adaboost
(Universitas Sumatera Utara, 2023)The television industry become a very important sector in the world of entertainment and media. This includes the production, distribution and broadcasting of television programs, as well as the development of the technology ... -
Identifikasi Komentar Spam Bahasa Indonesia pada Instagram Menggunakan Gated Recurrent Unit
(Universitas Sumatera Utara, 2023)Instagram is a popular social media platform that has become a primary space for users to interact and share information. Although Instagram provides a positive environment for interaction, the surge in users has brought ...