Department of Information Technology: Recent submissions
Now showing items 821-840 of 1432
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Klasifikasi Jenis Pasal UU ITE Menggunakan Labeled Latent Dirichlet Allocation
(Universitas Sumatera Utara, 2021)Perkembangan Teknologi Informasi (TI) yang senantiasa berkembang dalam masyarakat saat ini sangat bermanfaat dalam menginformasikan berita, berinteraksi melalui sosial media, dan sebagainya. Namun, selain menyediakan manfaat ... -
Implementasi Metode PCA – K Nearest Neighbour untuk Deteksi Golongan Kendaraan Berdasarkan Jumlah Pasang Gandar
(Universitas Sumatera Utara, 2021)Detection of vehicle type based axle allow to do classify vehicle based on the load that will carried by the vehicle. However at this time, classification of heavy vehicle types based on axles is still carried out by humans. ... -
Analisis Kinerja Load Balancing Per Connection Classifier untuk Jaringan dengan Jalur Ganda
(Universitas Sumatera Utara, 2021)One technique to increase connection stability in a network is to use more than one Internet Service Provider (ISP). To make this possible a load balancer is required. Examples of load balancers are Per Connection Classifier ... -
Peningkatan Kinerja Backpropagation dengan Kombinasi Algoritma Genetika pada Pengenalan Pola Aksara Batak Karo
(Universitas Sumatera Utara, 2021)In the training process with the Backpropagation method, there are three phases, namely the forward phase, namely when the network calculates the output data, the reverse phase where if there is an error, namely the ... -
Analisis Sentimen Pelanggan Ojek Online Menggunakan Multinomial Naive Bayes Classifier dan KNN
(Universitas Sumatera Utara, 2020)Sentiment analysis is a technique of extracting text data to obtain information about positive, neutral and negative emotions. Internet users provide sentiment analysis on social media to provide personal ratings or opinions. ... -
Analisis Teknologi Blockchain dalam Pencatatan Data Kepemilikan Kendaraan Bermotor
(Universitas Sumatera Utara, 2021)The growing blockchain technology can be used as a solution to data integration and distribution problems. By designing a system for recording vehicle ownership data based on blockchain technology with visibility of the ... -
Analisis K-Nearest Neighbor dengan K-Fold Cross Validation dan Analytic Hierarchy Process pada Klasifikasi Data
(Universitas Sumatera Utara, 2021)This study analyzes the performance of the k-Nearest Neighbor method with the k-Fold Cross Validation algorithm as an evaluation model and the Analytic Hierarchy Process method as feature selection for the data classification ... -
Optimasi Metode Backpropagation Neural Network dengan Nguyen-Widrow dalam Klasifikasi Citra Wajah
(Universitas Sumatera Utara, 2021)Penelitian ini menganalisis optimasi metode Backpropagation neural network dengan algoritma Nguyen-widrow dalam klasifikasi citra wajah. algoritma Nguyen-widrow diharapkan dapat mempercepat proses pelatihan (training) ... -
Pendeteksi Kemiripan Paragraf pada Dokumen Karya Ilmiah Menggunakan Algoritma Wu Palmer dan Cosine Similarity
(Universitas Sumatera Utara, 2021)Rapid development of the internet has had a positive impact on technological advances, one of the benefits that can be felt is in collecting reference documents available on the internet. But along with this there is also ... -
Penerapan Algoritma Line Of Sight dan Pathfinding A* pada Game Edukasi Anak
(Universitas Sumatera Utara, 2021)The development of software is very extensive now, especially in the gaming industry. In today's mobile era, games are not only a means of entertainment. Games have spread to become a means of business, employment ... -
Klasifikasi Rating Berdasarkan Ulasan Pemain Menggunakan Multinomial Naïve Bayes
(Universitas Sumatera Utara, 2020)Video gim sebuah permainan elektronik yang melibatkan interaksi antarmuka dengan pemain untuk tiap kalangan anak maupun dewasa. Dominasi dan banyaknya peminat terhadap video gim menjadikan sebuah peluang para studio gim ... -
Ekstraksi Informasi Berita Online dengan Named Entity Recognition (NER) dan Rule-Based untuk Visualisasi Penyakit Tropis di Indonesia
(Universitas Sumatera Utara, 2021)Many tropical disease incidents in Indonesia are reported online on various news portals. News portal is an online information or data source in the form of unstructured or unstructured data. To obtain structured information, ... -
Ekstraksi Akronim dan Ekspansi pada Artikel Bahasa Indonesia
(Universitas Sumatera Utara, 2021)Cabang ilmu linguistik yang mempelajari kata dan proses pembentukannya disebut dengan morfologi yang mana salah satu bidang kajiannya adalah akronim. Akronim merupakan singkatan dengan cara menggabungkan beberapa huruf ... -
Klasifikasi Jenis Buah Alpukat Menggunakan Convolutional Neural Network
(Universitas Sumatera Utara, 2021)Technology is not a difficult thing to find today. Many people have started doing research using this technology, one of which has become the center of research recently is the digital image classification system. One of ... -
Optimasi Algoritma Ant Colony Optimization (ACO) dengan Menggunakan Algoritma Tabu Search dalam Menyelesaikan Traveling Salesman Problem
(Universitas Sumatera Utara, 2019)This research was conducted Ant Colony Optimization (ACO) Algorithm Optimization Using Taboo Search Algorithm where the problem to be solved was the Traveling Salesman Problem (TSP). The purpose of this study is to get a ... -
Web Semantik Sebagai Knowledge Base (KB) pada Chatbot Penyedia Informasi Kandungan Makanan
(Universitas Sumatera Utara, 2021)There have been many websites that have various food information, features such as filtering was implemented so users can get more food information. However, this does not provide the specific information. The user needs ... -
Analisis Kinerja Jaringan Benes Menggunakan Algoritma If Else dengan Buffer Adaptif
(Universitas Sumatera Utara, 2020)Switching adalah sistem yang dipakai untuk menghubungkan jalur komunikasi. Jaringan switching adalah jaringan yang mengalokasikan sebuah sirkuit yang digunakan diantara nodes dan terminal untuk pengguna berkomunikasi. Jaringan ... -
Klasifikasi Jenis Lubang Kerusakan Jalan Menggunakan Faster Region Convolutional Neural Network dengan Pengambilan Data Secara Vertikal dan Horizontal
(Universitas Sumatera Utara, 2021)The road is an important aspect when driving. The good or bad condition of the road could be a factor for the safety of the rider. In Medan, there is currently a few road damage found, especially the type of holes. In ... -
Efektivitas Penagihan Pajak dengan Surat Tagihan Pajak, Surat Teguran, Surat Paksa, Surat Perintah Melaksanakan Penyitaan (SpMP) Terhadap Penerimaan Pajak pada Kantor Pelayanan Pajak pratama Medan Polonia
(Universitas Sumatera Utara, 2021)So far, the realization of tax revenue has not been optimal. Not yet optimal realization of tax revenue is due to the large number of tax arrears that are not paid by taxpayers. Many ways in which the Directorate General ... -
Klasifikasi Jenis UU Ite Menggunakan Text Mining pada Kasus Kejahatan Siber
(Universitas Sumatera Utara, 2021)Development of information technology (IT) has influenced various activities in scientific development, news and entertainment. Apart from providing benefits to human life, the development of information technology also ...