This study aims to analyze the factors that cause Urbanization in South Sumatra Province. The data used in this study are panel data consisting of cross section data, namely 17 cities and regencies and time series data, namely data from 2016-2021. The data used in this study are secondary data and this study uses Panel Data Regression techniques with the Fixed Effect model. The results showed t…
This volume focuses on new challenges in distributed Information Filtering and Retrieval. It collects invited chapters and extended research contributions from the special session on Information Filtering and Retrieval: Novel Distributed Systems and Applications (DART) of the 4th International Conference on Knowledge Discovery and Information Retrieval (KDIR 2012), held in Barcelona, Spain, on …
This book discusses how Big Data could be implemented in educational settings and research, using empirical data and suggesting both best practices and areas in which to invest future research and development. It also explores: 1) the use of learning analytics to improve learning and teaching; 2) the opportunities and challenges of learning analytics in education. As Big Data becomes a commo…
This critical volume focuses on the use of medical imaging, medical robotics, simulation, and information technology in surgery. Part I discusses computational surgery and disease management and specifically breast conservative therapy, abdominal surgery for cancer, vascular occlusive disease and trauma medicine. Part II covers the role of image processing and visualization in surgical interven…
Algortima Fuzzy C-Means memberi kebebasan dalam hal jumlah cluster yang akan dibuat dan dapat melakukan clustering lebih dari satu variabel secara sekaligus. Pada kondisi awal, pusat cluster ini masih belum akurat. Tiap-tiap data memiliki derajat keanggotaan untuk tiap-tiap cluster. Dengan cara memperbaiki pusat cluster dan nilai keanggotaan tiap-tiap data secara berulang, maka akan dapat dilih…
The Pembina Palembang Health Center is one of the health centers in Palembang, the Palembang Pembina Health Center is located on JL. Jendral Ahmad Yani No.62A Seberang Ulu District 1 Palembang City, South Sumatra 30257. This Puskesmas is still recording drugs manually in the data book. This makes the process take a long time, and the risk of losing the book can occur. Therefore Pembina Palemban…
Distributed Denial-of-Service (DDoS) attacks pose a serious threat to computer network infrastructures. Apache Spark, as a popular distributed data processing platform, requires effective methods to classify DDoS attacks on Apache Spark in order to enhance system security. In this research, we propose a classification approach using the Long-Short Term Memory (LSTM) method, data preprocessing w…
Distributed Denial-of-Service (DDoS) attacks pose a serious threat to computer network infrastructures. Apache Spark, as a popular distributed data processing platform, requires effective methods to classify DDoS attacks on Apache Spark in order to enhance system security. In this research, we propose a classification approach using the Long-Short Term Memory (LSTM) method, data preprocessing w…
Commuters travel far from their home areas back and forth every day to work. Long trips make commuters lose a lot of time, energy, and thoughts, especially if their income is not commensurate so that it affects the quality or life satisfaction of commuters. Low life satisfaction can lead to mental health disorders. Low life satisfaction also adversely affects commuters performance in the compan…
The success of graduates in the world of work is one of the things that a university wants to achieve. Sriwijaya University aims to produce quality graduates in order to prepare students to compete in the world of work. One of the things that graduates also want to achieve after completing their studies is getting a job. However, it certainly requires a waiting period in getting a job. Therefor…
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…