JURNAL MAHAJANA INFORMASI

Implementasi Deep Learning Menggunakan Cnn Untuk Klasifikasi Tingkat Kematangan Buah Jeruk Berbasis Android

2024-12-16T02:49:16+00:00

Indonesia is a country that heavily relies on the agricultural sector, including various types of horticultural commodities, especially fruits. One example is oranges, which have many benefits and a sweet, refreshing taste. To obtain the best flavor and freshness, fully ripe oranges are the preferred choice. However, the process of recognizing the ripeness of oranges still faces many challenges. With advances in computer technology, particularly through smartphones, many human tasks can now be performed more efficiently and practically. One useful technology is computer vision, which can be used to automatically identify and determine the ripeness of oranges. This research aims to implement Convolutional Neural Networks (CNN) to measure the model's performance and ensure its capability in classifying the ripeness of oranges. The results of the research show that classification using CNN with the VGG-16 architecture achieved a training accuracy of 96% and a validation accuracy of 97%.

Desain Dan Pembangunan Sistem Dan Aplikasi Point of Sale Pada Apotek Berbasis Website di Apotek Berjaya Farma

2024-12-24T14:40:57+00:00

This study aims to design and build a website-based Point of Sale (POS) system at Berjaya Farma Pharmacy to improve operational efficiency and sales management accuracy. This system is designed to automate various processes, such as transaction recording, real-time drug stock management, data input validation, and providing informative sales reports. This project uses the System Development Life Cycle (SDLC) development method with the stages of needs analysis, design, implementation, and testing. The implementation results show that the website-based POS system developed can improve sales process efficiency by reducing human error through automation of transaction recording and total price calculation. The drug stock management feature allows automatic stock data updates after transactions, thus helping to maintain inventory availability. In addition, the sales reports provided make it easier for pharmacy owners to analyze income and support strategic decision making. The data input validation feature also functions well, ensuring that data entered into the system is accurate and in accordance with the specified format.

Desain Dan Pembangunan Aplikasi Penjualan Buku Berbasis Website Di Toko Buku Murah Medan

2024-12-24T14:59:44+00:00

Modern technology has developed rapidly, providing various solutions to facilitate activities and work. Toko Buku Murah Medan, which focuses on book sales, still uses manual methods in managing its sales. This manual process often causes various problems, such as data input errors and delays in making reports. To overcome these problems, this study aims to design and build a website-based book sales information system application. This study uses data collection methods through observation, interviews, and documentation. In developing the application, the Personal Home Page (PHP) method is applied because of its flexibility in handling changing needs during the development process. Direct communication with clients is the main focus in this method. This application is developed using Visual Studio Code as an editor, and MySQL as a database, thus accelerating the application development process. The results of this study are in the form of a website-based book sales information system application that is able to manage sales data, purchases, and book stock more efficiently. This system also provides an automatic report generation feature, both daily, weekly, and monthly, which can improve performance and efficiency at Toko Buku Murah Medan. With this application, problems arising from manual processes can be minimized, supporting improved service and store operations.

Perancangan Sistem Absensi Online Pegawai Berbasis Web (Studi Kasus Pemko Sibolga)

2024-12-31T00:45:53+00:00

The employee attendance process is an important aspect in human resource management in government agencies, including the Sibolga City Government. The manual attendance system currently used in the Sibolga City Government has several weaknesses, such as the possibility of data input errors, slow attendance recapitulation process, and difficulty in monitoring attendance in real time. To overcome this problem, this study developed a web-based online attendance system that can improve the efficiency and accuracy of employee attendance recording. The methods used in this study include analysis of the current system, design of a new system, implementation, and software testing using the Black Box Testing method. This system was developed using web-based software with the PHP programming language and MySQL database managed through the XAMPP platform. This online attendance system allows employees to take attendance digitally through devices connected to the internet, while officers can easily manage and monitor attendance data. The results of the study show that the developed online attendance system can run according to its function and meet the needs of the Sibolga City Government. This system is able to reduce data recording errors, speed up the recapitulation process, and provide convenience in monitoring employee attendance. Thus, it is hoped that this online attendance system can increase the effectiveness and efficiency of employee attendance management at the Sibolga City Government.

Perancangan Sistem Absensi Pegawai Menggunakan Layanan Lokasi GPS Pada Dinas Kominfo Kabupaten Serdang Bedagai

2024-12-24T14:50:33+00:00

This study aims to design and develop an employee attendance information system using the Global Positioning System (GPS) Location Service at the Serdang Bedagai Regency Communication and Information Service based on the web. The problems identified are that it still uses a conventional system that requires the physical presence of employees and manual recording that is prone to errors and data loss. The purpose of this study is to improve the efficiency and accuracy of employee attendance management through the application of Global Positioning System (GPS) Location Service technology and a web-based system. The system implementation uses web technology and the Global Positioning System (GPS) Location Service. This system allows employees to clock in and out by obtaining accurate location information. The results of the implementation of this attendance system show advantages in the form of efficiency in the attendance process, increased accuracy of attendance data, and more flexible accessibility through the web interface. This study contributes to improving employee attendance management by utilizing GPS technology and a web-based system at the Serdang Bedagai Regency Communication and Information Service.

Perancangan Sistem Informasi Penggajian Karyawan Pada PT. Labani Media Nusantara Berbasis Web Menggunakan Metode SDLC

2025-01-06T07:29:37+00:00

This study aims to analyze and design a payroll information system that can replace the payroll data processing process using Microsoft Excel at PT. Labani Media Nusantara. The payroll process using Excel is considered less efficient because it is prone to input errors, difficult to manage complex data, and takes a long time to process reports. The research methods used include needs analysis, web-based system design, and evaluation of the performance of the new system compared to the old method. The system developed has main features such as automatic salary calculation based on attendance data, management of allowances and deductions, and creation of real-time salary reports. The implementation results show that the designed payroll information system is able to reduce errors by up to 70%, increase data processing time efficiency by up to 50%, and provide easy access and transparency of payroll data. This system is expected to improve the quality of payroll management at PT. Labani Media Nusantara as a whole.

Sistem Informasi Borongan ( Siborong ) Untuk Menghitung Estimasi Biaya Dalam Pembangunan Rumah Berbasis Web

2025-01-14T06:31:23+00:00

Building construction is a technique or method of erecting a building object according to what will be built. Establishing a building requires planning the calculation of the estimated costs incurred. The calculation of the estimated cost must be calculated carefully with the cost of making it such as the materials needed and the labor costs incurred. Prospective home owners do not have a reference for the estimated capital budget until a building is completed. Calculation of the construction of a house really needs maturity in planning, because it is not far from the costs incurred, so there is no loss of material prices and use of materials at the time of construction. Seeing this situation, prospective homeowners need to know the estimated costs incurred in building a house by conducting an analysis to build an information system to calculate web-based cost estimates to make it easier for prospective homeowners to know the estimated costs incurred until the house is completed. This information system provides filling specifications for the size of a one-story house, specifications for the number of rooms and also consists of two choices of material classes used. This information system is built using framework laravel, with programming language PHP, development method Rapid Application Development (RAD), and MySQL as the system database.

Desain Dan Pembangunan Sistem Informasi Geografis Berbasis Web Menggunakan Metode Prototype Untuk Meningkatkan Daya Tarik Wisata

2025-01-17T04:00:13+00:00

This study aims to design and develop a web-based Geographic Information System (GIS) using the prototype method as a development approach to enhance tourism appeal. The system is designed to provide interactive, accessible, and relevant information about tourist locations, thereby supporting more effective tourism promotion. The prototype method allows for rapid design iterations between developers and stakeholders, enabling user needs to be identified and well-accommodated. The system is equipped with key features such as location search based on name or category, an interactive map supporting route navigation and location markers, as well as a responsive interface for various devices, including desktops, tablets, and smartphones. System testing was conducted using the Black Box Testing method, focusing on functionality without examining the internal structure. Testing results indicate that all key system features perform according to specifications and provide a positive user experience. Moreover, the system is capable of displaying tourist location information accurately, responsively, and attractively, thereby increasing tourists' interest in visiting. The web-based Geographic Information System developed through this research is expected to serve as an effective tool for promoting tourism and contributing positively to the growth of the tourism sector. Future development may include additional features such as user reviews, social media integration, and optimal route predictions based on real-time traffic conditions.