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All Journal IJAIT (International Journal of Applied Information Technology) International Journal Software Engineering and Computer Science (IJSECS) Jurnal Masyarakat Religius dan Berwawasan Journal of Tourism Sciences, Technology and Industry
Niarman, Abdurrahman
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Religion Arts Humanities Computer Science & IT Decision Sciences, Operations Research & Management Environmental Science Languange, Linguistic, Communication & Media Social Sciences

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Comparative Analysis of PHP Frameworks for Development of Academic Information System Using Load and Stress Testing Niarman, Abdurrahman; Iswandi; Candri, Argi Kartika
International Journal Software Engineering and Computer Science (IJSECS) Vol. 3 No. 3 (2023): DECEMBER 2023
Publisher : Lembaga Komunitas Informasi Teknologi Aceh (KITA)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35870/ijsecs.v3i3.1850

Abstract

There are many programming languages available for the developers to pick when they want to make a web services project such as Java JSP, Python, ASP.Net, PHP and many others. The reason that writer chose PHP as its research topic is that PHP is still being one of the most promising languages especially for developing web services. Several PHP Frameworks are now available on the internet promising that their framework can do better than others. Some popular PHP frameworks are Laravel, Symfony, CakePHP, Yii, and CodeIgniter. Performance is the most aspect to be concerned because of the market’s demands entailing them to do so. The next concern that developer would likely need to decide is whether to go with Pure PHP or to go with PHP Framework. To answer those concerns, this research has been conducted in which a module is taken from an academic information system and will be developed into three similar and equivalent web applications by using Laravel, CodeIgniter, and Pure PHP. The author's aim in conducting this research is to obtain more in-depth information regarding the use of the pure PHP programming language and several frameworks such as CodeIgniter and Laravel. There are many statements stating that using the PHP programming language is no longer feasible, even though in reality using PHP for developing web-based applications is still the choice of many programmers based on statistics from w3tech. The results of research conducted by the author show that the PHP programming language is still very reliable in handling load and stress tests. The pure PHP programming language provides slightly better performance results than the CodeIgniter and Laravel frameworks. Hence, the use of pure PHP or frameworks can be determined from the level of needs of the application development to be created.
Classification of Chronic Kidney Disease based on health care records using machine learning with Support Vector Machine Niarman, Abdurrahman; iswandi, iswandi; Amuharnis, Amuharnis
Journal of Tourism Sciences, Technology and Industry Vol 2, No 2 (2023): JTSTI-Journal Of Tourism Science, Technology and Industry
Publisher : Institut Seni Indonesia Padangpanjang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26887/jtsti.v2i2.4080

Abstract

Chronic Kidney Disease (CKD) is a global health concern with a rising prevalence that necessitates early and accurate diagnosis for effective management. This study proposes the application of Machine Learning (ML), specifically Support Vector Machine (SVM), to classify CKD based on health care records. Leveraging a comprehensive dataset of patient health records, including clinical and demographic information, the research aims to develop a predictive model that can assist in the timely identification of individuals at risk of CKD. The methodology involves preprocessing the health care records, extracting relevant features, and implementing the SVM algorithm for classification. The dataset is divided into training and testing sets to evaluate the model's performance.  The SVM classification model that was developed after going through the data preprocessing process produced results that were good enough to be able to classify whether a patient was diagnosed with CKD or not with an accuracy level of 98% and a total of 400 lines of data and 25 features.
Simplification of Workflow-oriented Security Assessment Yunizal, Edri; Wardana, Aulia Arif; Niarman, Abdurrahman
IJAIT (International Journal of Applied Information Technology) Vol 07 No 02 (November 2023)
Publisher : School of Applied Science, Telkom University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25124/ijait.v7i02.6797

Abstract

One of the protection mechanisms for organizations to protect their data is through information security risk assessment. The main obstacle in this area is asset dependency. Previous research developments tended to produce models that were difficult to implement because they were only applied to small assets, in contrast to the complexity of implementation in the field. This form of problem solving is a workflow-oriented security assessment solution that provides security rationale from a holistic perspective. The weakness of complexity in workflow oriented then became the basis of this research. The proposed solution is a simplification by using combined nodes that enable a modular concept. The modular concept is then applied to a reliable model, a data flow diagram. The study output shows the contribution of offerings with assessment solutions that consider dependencies by simplifying asset complexity in workflows in a modular manner with data flow diagrams.
Excel Application Training for Regional Guardian Equipment and Staff and Management of Bumdes Batujonggi Kumanis Village Khairunnisa, Khairunnisa; Iswandi, Iswandi; Putra, Fitra Kasma; Rahmi, Lidya; Niarman, Abdurrahman
MARAWA: Jurnal Masyarakat Religius dan Berwawasan Vol 1 No 2 (2022): MASYARAKAT RELIGIUS DAN BERWAWASAN
Publisher : Universitas Islam Negeri Mahmud Yunus Batusangkar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31958/mrw.v1i2.7931

Abstract

The role of technology is urgently needed by society as a precaution in dealing with the changes in the age of Industrial Revolution 4.0 to Industrial Revolution 5.0. Operating a computer, especially the Excel application, is one of the hard skills for the community. Microsoft Excel is usually known as number processing software or it can be referred to as a spreadsheet application that is designed to process data automatically such as arithmetic calculations, formulas, use of functions, tables, charts and data management to create information. This service activity presents issues identified by Kumanis Nagari officials and government, namely the lack of optimal use of computers, particularly the community's use of the Excel application, and the need to improve the community's knowledge and skills to Optimization of use to improve the Excel application. The solution offered is the training of the Excel application for processing simple data such as the data processing of official travel orders and wage data of the employees. The methodology for implementing this non-profit activity uses the Participatory Action Research (PAR) approach. The results of conducting this training are designed to provide an understanding of using the Excel application to create official travel orders and employee payroll data, as well as increase hard skills for the apparatus and staff of the village guard and management of BUMDES Batujonggi Nagari Kumanis.
Co-Authors Amuharnis AULIA ARIF WARDANA Candri, Argi Kartika Edri Yunizal Fitra Kasma Putra, Fitra Kasma Iswandi Iswandi Iswandi Khairunnisa Khairunnisa Rahmi, Lidya