Keyphrase determination is not a difficult task for information analysts. However, specify keyphrases for hundreds or even thousands of articles will take time and effort of the analysts. To ease the work, it needs to be made a system of automatic keyphrase extraction. The construction of this system passes the stages of preprocessing, scoring, and ranking the keyphrase candidates. This researc…
The use of the Internet of Things (IoT) has been growing, starting from industry, education, to everyday life. Using the concept of the Internet of Things (IoT) can make it easier to solve various kinds of problems that develop in human life. One of the problems is noise, noise can interfere with human activities. Departing from this problem, the Internet of Thing (IoT) concept is used in place…
Airplanes are the most effective and efficient form of transportation for moving from one place to another, even with very long distances. To fly the plane also needs direction so that the plane can fly safely and not collide with other planes. To serve air transportation, Palembang has Sultan Mahmud Badaruddin II International Airport. In this study, the K-Medoids algorithm was used in data pr…
Clutering adalah cara mengklasifikasikan data mentah secara sederhana dan mencari pola tersembunyi yang mungkin terdapat dalam dataset K-means, yakni algoritma pengelompokan tipikal dalam data mining dan banyak digunakan untuk pengelompokkan data dengan jumlah yang besar. Pada Penelitian menggunakan dataset Rabbitmq pada sistem Blockchain yang memiliki 3 Clustering data Rabbitmq yaitu Warning, …
In the process of collecting data on incoming raw materials or purchasing raw materials and data on the use of raw materials, they also often experience problems, namely employees often make mistakes and miscalculate which results in differences in raw material stocks. These notes only rely on handwriting on notebooks that are prone 0 damage or even loss. In addition, the process of making raw …
Final project research using fuzzy logic method was conducted in Pancurmas Unit Jaya and surrounding areas, Empat Lawang Regency, South Sumatra Province. It has a morphology of low hills to high hills with gentle slopes to very steep slopes so that several landslides were encountered during field observations that disrupted road access to the village. The study is intended to identify the level…
This book reports on advanced topics in the areas of wearable robotics research and practice. It focuses on new technologies, including neural interfaces, soft wearable robots, sensors and actuators technologies, discussing industrially and medically-relevant issues, as well as legal and ethical aspects. It covers exemplary case studies highlighting challenges related to the implementation of w…
DDoS assaults pose a serious threat to enterprises, inflicting damage and disruption, thus improving the speed and accuracy of DDoS detection and mitigation is critical. The combination of Network Behavior Analysis (NBA) with the algorithms K-Nearest Neighbor (KNN) and Naive Bayes (NB) was evaluated to detect DDoS attacks (Distributed Denial of Service). Using the CICDDoS2019 dataset, KNN was f…
SQL Injection is a hacking attack that is carried out by abusing the security gaps in the SQL layer on a data-based application, Sql Injections is a serious threat to the security of a website. The data set used in this study is CIC-IDS2018 from the Canadian Institute of Cybersecurity. This study discussed the application of the Random forest classifier on the Naive Bayes method to recognize pa…
Sultan Hasanuddin Airport has an accident virginity rate with a total movement of 212,656 and a deviation value (the result of calculating the deviation between expected occurrence and recorded occurrence) of 3,540. This is due to many factors, such as natural factors, human errors, etc. Then it is necessary to classify flight data in the take-off phase in order to visualize the pattern of data…
CV. Adi Putra Utama Palembang has used Microsoft Excel in the employee payroll process. This requires more time and accuracy. In addition, reporting of payroll data still uses archival records, resulting in reports being prone to damage or loss. Therefore, the authors developed a payroll application with the Hypertext Preprocessor (PHP) programming language and MySQL as data storage. The result…
Ultrasonography (USG) is a process or procedure in taking an object in a certain part of the body by taking high-frequency sound waves. Objects obtained from ultrasound results will be used in this study. This study uses a Convolutinonal Neural Network (CNN) to detect Transthalamic objects. This study aims to compare the detection results from previous studies using the Faster R-CNN with a new …
This book reports on state-of-art research and applications in the field of databases and information systems. It includes both fourteen selected short contributions, presented at the East-European Conference on Advances in Databases and Information Systems (ADBIS 2013, September 1-4, Genova, Italy), and twenty-six papers from ADBIS 2013 satellite events. The short contributions from the main c…
The proceedings of SocProS 2013 serve as an academic bonanza for scientists and researchers working in the field of Soft Computing. This book contains theoretical as well as practical aspects of Soft Computing, an umbrella term for techniques like fuzzy logic, neural networks and evolutionary algorithms, swarm intelligence algorithms etc. This book will be beneficial for the young as well as ex…
This book is devoted to the Educational Data Mining arena. It highlights works that show relevant proposals, developments, and achievements that shape trends and inspire future research. After a rigorous revision process sixteen manuscripts were accepted and organized into four parts as follows: · Profile: The first part embraces three chapters oriented to: 1) describe the nature of edu…
selama ii PT. Karyatani Pratama Sakti masih menggunakan cara manual dalam melakukan beberapa permasalahan seperti lamanya prose backup data, dan sering terjadi kesalahan input jumlah nominal penjualan serta pembuatan laporan membutuhkan waktu yang cukup lama sehingga tidak terealisasikan tept pada membutuhkan waktu yang cukup lama sehingga tidak terselesaikan tept pada waktunya. oleh karena itu…
Pempek Musi Sriwijaya merupakan sebuah entitas dagang yang bergerak di bidang kuliner. Permasalahan yang terjadi di dalam proses transaksi pemesanan, yang masih dilakukan secara manual yaitu pelanggan datang langsung ke toko dan melakukan pemesanan. Oleh karena itu penelitian ini bertujuan untuk penulis membangun sebuah aplikasi penjualan sebagai media penjualan online kepada pelanggan dapat me…
Sultan Hasanuddin Airport has an accident virginity rate with a total movement of 212,656 and a deviation value (the result of calculating the deviation between expected occurrence and recorded occurrence) of 3,540. This is due to many factors, such as natural factors, human errors, etc. Then it is necessary to classify flight data in the take-off phase in order to visualize the pattern of data…
Sriwijaya University has a character and career development center for alumni called the CDC (Career Development Center). CDC annually conducts a tracer study to track graduates or alumni to determine the condition of alumni track records related to employment and waiting periods. Given the large number of data sets generated annually, it will produce large data so that it becomes an opportunit…
Blockchain merupakan teknologi yang berkembang dengan pesat dengan teknologi keamanan data yang akan meningkatkan kepercayaan suatu pengguna melalui sistem yang terdistribusi. Blockchain terdapat fitur transparan akan menghasilkan informasi tertanam yang akan menghasilkan data yang akurat. Berdasarkan fitur yang dimiliki, Blockchain dimanfaatkan dalam bidang lainnya contohnya supply chain manag…
The Identification of flash flood vulnerability was carried out in the Bantarsari and surrounding areas, Pabuaran District, Sukabumi Regency, West Java using district spatial data, DEMNAS data and previous research data in the form of geological mapping conducted by Ramadhan (2022). These data were developed into parameters used in vulnerability identification including parameters of slope, flo…
Childbirth is the process of delivering a baby, placenta, and amniotic sac from the uterus to the outside world. According to data from the World Health Organization (WHO), there are at least 303 thousand women worldwide who die on the verge of or during the childbirth process. Childbirth methods can vary, it could be through normal delivery (giving birth through the vagina) or cesarean deliver…
A mesh network is a network consisting of several nodes that are connected and can communicate with each other. Each node in a mesh network can function as a sender and receiver of data, thus enabling multiple hops or sending data through several nodes at once. Esp32 is a very popular microcontroller among IoT developers because it has quite high performance and is equipped with various feature…
The rapid development of information and communication technology creates a strong current of vibrations. So that, the use of technology is needed in helping human tasks. However, there are still agencies that have not taken advantage of technological sophistication, one of which is CO, LTD. State Electricity Company UP3 Palembang which has not implemented sophistication in performance, especia…
Since the outbreak of Covid in 2019, library visitors have decreased drastically, resulting in insufficient data and library staff unable to sort books according to visitor criteria on a regular basis as before. Librarians who play a role in book stock must understand book lending transaction activities if they are to improve library visitor services. The application of the Data Mining concept …
Arrhythmia is a pattern of sudden fluctuations in heart rate from the normal heart rate. Cardiologists often have difficulty explaining electrocardiogram information when manually diagnosing cardiac arrhythmias. Gated Recurrent Unit (GRU) architecture is an effective method in processing time series type data. GRU has the advantage of optimizing the structure of LSTM network, GRU network only h…
BPJS Kesehatan has collaborated with several health facilities in Indonesia to provide health services. So far, the use of grouping the results of disease diagnosis of JKN-KIS participants used by BPJS Health Partners and also the Health Office only uses a general description of the patient data. Optimal utilization of disease diagnosis data from JKN-KIS patients has not been done. Therefore, C…
Online transportation provides convenience for people to find transportation services with fixed fares. However, online transportation has shortcomings such as inexperienced drivers, potential delays, and mismatched user expectations. Therefore, sentiment analysis is needed to assess public satisfaction with online transportation. Deep learning approaches such as Convolutional Neural Network (C…
PostgreSQL is a lightweight relational database that requires minimal memory usage when in operation, and it also has flexibility in choosing encryption methods as data security is crucial in a database system. However, PostgreSQL does not have the feature to search encrypted data. Therefore, this study proposes securing the PostgreSQL database with a keyword search feature using Searchable Sym…
The focus of this book is the application of artificial neural networks in uncertain dynamical systems. It explains how to use neural networks in concert with adaptive techniques for system identification, state estimation, and control problems. The authors begin with a brief historical overview of adaptive control, followed by a review of mathematical preliminaries. In the subsequent chapters,…