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Contact Name
Akim Manaor Hara Pardede
Contact Email
jaiea@ioinformatic.org
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+6281370747777
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jaiea@ioinformatic.org
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Jl. Gunung Sinabung Perum. Grand Marcapada Indah. Blok. F1. Kota Binjai. Sumatera Utara
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INDONESIA
Journal of Artificial Intelligence and Engineering Applications (JAIEA)
Published by Yayasan Kita Menulis
ISSN : -     EISSN : 28084519     DOI : https://doi.org/10.53842/jaiea.v1i1
The Journal of Artificial Intelligence and Engineering Applications (JAIEA) is a peer-reviewed journal. The JAIEA welcomes papers on broad aspects of Artificial Intelligence and Engineering which is an always hot topic to study, but not limited to, cognition and AI applications, engineering applications, mechatronic engineering, medical engineering, chemical engineering, civil engineering, industrial engineering, energy engineering, manufacturing engineering, mechanical engineering, applied sciences, AI and Human Sciences, AI and education, AI and robotics, automated reasoning and inference, case-based reasoning, computer vision, constraint processing, heuristic search, machine learning, multi-agent systems, and natural language processing. Publications in this journal produce reports that can solve problems based on intelligence, which can be proven to be more effective.
Articles 430 Documents
Design and Development of the Android-Based ‘Desa Bersinar Banyumas’ Application Salsabilla, Hanin; Usman, Muhammad Lulu Latif
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.591

Abstract

Narcotics are natural, synthetic, or semi-synthetic substances that produce hallucinations and are addictive. Drug abuse can have a negative effect on the user's psyche and also death. BNN implements the Drug Clean Village or Desa Bersinar program to create a drug-free environment. Volunteers or officers collect data on drug users manually by filling in data into a form. In collecting data on drug users, volunteers or BNN officers cannot synchronize data so data collection is prone to duplicate data. The application of computer technology to the Android application can be used as a solution to overcoming the problem of data collection on narcotics users in the Bersinar Village area. The application created with an Android-based application can be used anytime and anywhere. The purpose of this research is to make the Desa Bersinar (Drug Clean) application to record Android-based narcotics users and to conduct testing on the Desa Bersinar application. The research method used in making the Desa Bersinar application is to use the Agile Development System method. The Agile method consists of several stages, namely plan, design, develop, test, deploy, review, and maintenance. From the results of this study it is a Bersinar Village application will be produced that can help volunteers or BNN officers in Banyumas Regency in recording narcotics users in Bersinar Village.
Application of Linear Regression in Predicting Education Level and Income of Residents (Case Study: Desa Padang Cermin) Nst, Anugrah Always; Sihombing, Marto; Ambarita, Indah
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.592

Abstract

Linear regression methods were used to predict education and income levels in Padang Cermin Desa. Padang Cermin Desa has twelve hamlets and a total of 13,055 residents, with 6,135 men and 6,920 women, and 2545 households. The aim of this study is to raise government and community awareness of the importance of education for welfare and a better life in the future. Using existing data, this study can provide a clear picture of the relationship between education levels and income as well as relevant recommendations to improve the quality of life in Padang Cermin Desa. This research uses a quantitative case study design with secondary data collected through hamlet heads and semi-structured interviews. The linear regression equation Y 36900147.57 + 2516320.971X is based on the MAPE value with a result of 28.25% and an accuracy rate of 71.75%. In the case study of applying linear regression to predict the education level and income of residents, the following are some conclusions: The prediction results show that people with elementary school education are estimated to have an income of 421,897,256.1, while people with secondary school education are estimated to have an income of 311,179,133.4. People who completed a senior high school education are estimated to have the highest income of IDR 457,125,749.7, showing the importance of secondary education. Higher education and vocational education still have the potential to be improved, although the income of the population with education is estimated at IDR 64,579,678.25 for Diploma I/II/III and IDR 79,677,604.08 for Diploma IV/Strata I.
Design and Implementation Of Restful Api Using Oauth 2.0 Authentication In Laravel Framework On Marketplace (Case Study: CV. Marvelindo Utama) Nugraha, Varrel Bramasta; Usman, Muhammad Lulu Latif
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.593

Abstract

CV Marvelindo Utama is an electronics company that sells data packages and other internet-related products, with distribution warehouses and branch outlets across various regions. The company's challenge lies in its manual marketing through WhatsApp. This research aims to address this issue by designing a Supply Chain Management system for the marketplace using REST API and Oauth 2.0 authentication to ensure data security. The Extreme Programming (XP) application development method is used to expedite the development process. This research is expected to help CV Marvelindo Utama face modern technological challenges and improve operational efficiency. Testing results using blackbox and unit testing indicate that the system meets the requirements, with blackbox testing achieving a 100% success rate and unit testing yielding positive results.
Application of the K-Nearest Neighbor Method for Classification of Hypertension Diseases (Case Study: Stabat Health Center) Sari, Indah Kelana; Pardede, A M H; Simanjuntak, Magdalena
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.601

Abstract

Globally, the WHO (World Health Organization) estimates that non-communicable diseases cause about 60% of deaths and 43% of diseases worldwide. Hypertension is a disease that occurs due to an increase in blood pressure in humans. It is difficult to know if a person has hypertension, without measuring the patient's blood pressure. According to the American Heart Association (AHA), the number of Americans over the age of 20 suffering from hypertension has reached 74.5 million, but nearly 90-95% of cases have no known cause. It is estimated that about 80% of the increase in hypertension cases will occur mainly in developing countries by 2025, from 639 million cases in 2000. This number is expected to increase to 1.15 billion cases in 2023. This study uses a quantitative approach with experimental methods to test the application of K-Nearest Neighbor (KNN) in the classification of hypertension diseases at the Stabat Health Center. The description of the results obtained is to make the right decision regarding when and how to treat the disease to prevent the worst possibility for patients by classifying the severity of hypertension both in normal circumstances, prehypertension, stage 1 hypertension, and stage 2 hypertension. The results of the trial show that the KNN model is able to provide accurate predictions based on patient history data available at Stabat Health Center.
Implementation of MVC (Model View Controller) Method Development of Web-Based Administrative Applications in the Office of Muara Sungai Village Prabumulih City Fadila Rizki; Khana wijaya; Rishi Suprianto
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.602

Abstract

The village administration system is a website-based application that is important for village, including admins is carrying out village administration sevices which have a very important role in the government managing. All communities need to reiceve good village administration services. Data from this researcher was obtained based on interviews, direct observation at the muara sungai village office. The development method used is rad (rapid application development) which consists of requiretmens planning, design implementation processes. The language used is PhpMySql, a database operation that allows data selection or data entry, which can be done easily and automatically.
Financial Report Application Using the MVC Method at the Pampemi Shop Bag Store in Prabumulih City Nesya Olivia; Khana Wijaya; Rishi Suprianto
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.603

Abstract

The Pampemi Shop store was established on May 25, 2022, because it started when the owner saw one of the live broadcasts of someone offering his products through social media, plus the owner's interest in fashion. The Pampemi Shop is located on Jalan Tenggamus, Muara Dua Village, East Prabumulih City, Prabumulih City. The Pampemi Shop store still uses a manual system by using a ledger in financial reporting, therefore the Pampemi Shop in Prabumulih city needs an application fast and precise financial statements so that the management of financial statements can be easily used by employees. Therefore, the author wants to create a financial reporting application using PHP and MySQL programming. The result of this study is to make it easier for the components in the Pampemi Shop store to make financial reports.
Information System for Processing Data of Swallow's Nests at Father Jimris's Swallow House Prabumulih City Dhea Natasya; Yuntari Purba Sari; Nurmayanti
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.604

Abstract

Father jimris' swallow house is a rolling business in the dragon-pineapple industry located in the village of the prabumutown. The date-processing process in the Mr. Jimris' home is still done by hand, causing employees or old employees to do work, and this research is aimed at creating an application or a swallow's nest data processing system using PHP programming languages and mysql as databases. The development method used is rads (rapid aplication development) consisting of need planning, design and application processes. The results of this study are expected to make it easier for employees to process and access data and be able to make data processing more effective and efficient
Implementation of the Model View Controller Method in the BKPM Health Services Information System Prabumulih City Desnia Angelia; Muchlis; Fajriyah
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.607

Abstract

The community Lung Health Center is a health service facility than organizes and provides basic medical services at BKPM which are still carried out manually greatly slow down officers in managing data and searching for patient data. This research aims to design and develop a service system. The develipment method used is RAD (Rapid Application Development) which consists of requirements planning, design and implementation processes. The language used is PhpMySql, a base operation that allows selecting data or entering data that can be easily carried out automaticaly.
Implementation of Support Vector Machine (SVM) for Classification of Heart Failure Patients (Case Study: Prabumulih City Hospital): - Eva, Eva Mailasari; Suhartini; Ariansyah
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.608

Abstract

The heart is a vital organ that functions as a blood pump to meet the body's oxygen and nutrient needs. Disorders of the heart can result in disruptions to blood circulation, underscoring the importance of maintaining heart health to prevent heart disease. The optimal function of the heart depends on the condition of the cardiac muscles, valves, and proper pumping rhythm. Heart failure, as one of the heart diseases, refers to the heart's inability to meet the body's blood demands. The management of heart disease involves comprehensive medical services provided in hospitals. One effort to improve the quality of healthcare services is to enhance the performance of hospitals. The Regional General Hospital of Kota Prabumulih is one healthcare institution that addresses various diseases, including heart disease. However, the classification process for heart disease at the Regional General Hospital is still conducted manually, consuming time and inefficient. To address this issue, the development of an intelligent system capable of classifying heart failure based on patient symptoms is necessary. This research proposes the implementation of the Support Vector Machine (SVM) method as a classification model, which is a high-dimensional hypothesis learning system. It is hoped that this system can assist medical professionals in determining the initial steps in managing heart failure quickly and effectively.
Implementation of MVC in Food Ordering Application on Android Operating System Platform Case Study of RZ Rumah Barokah: - Nistra, Nistrayani; Ariansyah; Suhartini
Journal of Artificial Intelligence and Engineering Applications (JAIEA) Vol. 4 No. 1 (2024): October 2024
Publisher : Yayasan Kita Menulis

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59934/jaiea.v4i1.609

Abstract

In the era of advancing technology, computer devices and their applications have become an integral part of daily life. Mobile computing, such as Tablet PCs and Smartphones, is increasingly dominant, with Android being one of the primary platforms chosen for application development due to its ease of use and flexibility. Android has penetrated various sectors, including the culinary industry, contributing significantly to business development and marketing. The food business in Indonesia continues to thrive with increasing consumer demand, yet faces challenges with intensifying competition. Amidst these challenges, business owners must actively seek strategies to expand market reach and consider external and internal factors affecting business development. RZ Rumah Barokah, as one of the home-based food businesses in Kota Prabumulih, is also confronted with these challenges. The business produces specialty foods as regional souvenirs but faces constraints in reaching a wider market. To address this issue, the development of an online sales system using information technology becomes a solution. By leveraging a website-based application, it is hoped that RZ Rumah Barokah can expand its marketing and promotional reach. The development method using Model View Controller (MVC) is expected to help separate logic, presentation, and processes efficiently in system development.