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Application Of The Template Matching Method In Orchid Image Classification In Bengkulu Andrio Andrio; Diana Diana; Marhalim Marhalim; Pahrizal Pahrizal
Jurnal Komputer, Informasi dan Teknologi Vol. 3 No. 1 (2023): Juni
Publisher : Penerbit Jurnal Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.53697/jkomitek.v3i1.1197

Abstract

Bengkulu is one of the provinces in Indonesia, precisely located in the western part of Indonesia, namely on the island of Sumatra. Bengkulu has a wide variety of beautiful flowers, including orchids which are unique to Bengkulu. Bengkulu orchids are included as rare and endangered flowers, and the lack of public knowledge of the shape and characteristics of these flowers makes the author decide to create a system that can identify the type of orchid. In classifying the image texture, it can be done using the template matching method. The template matching method is a simple method used to identify patterns in an image. The template matching method is often used to identify character images of letters, numbers, fingerprints and other matching applications. In this study, we propose the use of a template matching algorithm to classify orchid images based on species and family. The test results use 30 test image data. The minimum correlation value with the correct label on the orchid image is 0.7967 and the classification image is 0.7899. From the experimental results it can be concluded that the template matching algorithm is quite good in orchid image classification as evidenced by a test accuracy of 76 percent.
PENERAPAN METODE WEIGHTED OVERLAY UNTUK PEMETAAN POTENSI PENDIDIKAN SMK DI KOTA BENGKULU Darnita, Yulia; Radika, Agung Cessar; Witriyono, Harry; Pahrizal, Pahrizal
Jurnal Media Infotama Vol 22 No 1 (2026): April 2026
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v22i1.10524

Abstract

Abstrak Hasil pendidikan vokasi memiliki peran strategis dalam mempersiapkan tenaga kerja terampil dan sesuai dengan kebutuhan industri. Namun, di Kota Bengkulu, distribusi dan kualitas Sekolah Menengah Kejuruan (SMP) masih belum merata, yang berdampak pada kesenjangan akses pendidikan dan ketidaksetaraan sumber daya. Oleh karena itu, penelitian ini bertujuan untuk menerapkan metode Weighted Overlay dalam Sistem Informasi Geografis (SIG) untuk memetakan potensi pendidikan SMA kejuruan di Kota Bengkulu secara lebih sistematis dan akurat. Penelitian ini menggunakan metode kuantitatif dengan teknik analisis spasial berbasis Weighted Overlay. Data yang digunakan meliputi aspek jumlah siswa, kualitas fasilitas, ketersediaan tenaga pengajar, dan aksesibilitas sekolah. Data diolah menggunakan perangkat lunak SIG untuk menghasilkan peta tematik yang menggambarkan tingkat potensi pendidikan SMA kejuruan di berbagai wilayah Kota Bengkulu. Kata Kunci: Weighted Overlay, Website, SIG, ArcGis, Bengkulu.
PENERAPAN CI (CODE IGNITER) UNTUK PENJUALAN BATU DI DESA SENGKUANG (STUDI KASUS CV QUARI SENGKUANG) maulana, fiqri; Pahrizal, Pahrizal; Witriyono, Harry
Jurnal Media Infotama Vol 18 No 2 (2022): Oktober
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v18i2.2437

Abstract

Abstract—The business world will always develop along with the times, with various kinds of technology that are so sophisticated and diverse that the competition in the business world is getting tougher. The business world engaged in stone sales has a lot of bookkeeping because the bookkeeping is carried out every day, such as administrative bookkeeping carried out by the cashier when recording sales transactions with buyers and also inventory data bookkeeping carried out by the factory section which records inventory. In the research conducted for the development of a web-based sales transaction application using the Code Igniter framework. Code Igniter is one of the widely used frameworks, where the main goal is to minimize code during website creation. So that CV Quari Sengkuang can apply the concept of inventory control which is defined as the number or quantity of goods ordered with minimal costs or often referred to as the optimal purchase amount. Keywords: Stone, Codeigniter, Implementation, Website
Sistem Pengarsipan Data Pegawai Menggunakan Metode Mixturemodelling Berbasis Web Darmi, Yulia; Chandra, Septedy Prasetya Dwi; Diana, Diana; Pahrizal, Pahrizal
Jurnal Media Infotama Vol 19 No 1 (2023): April
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v19i1.3507

Abstract

Technological developments are increasing very fast along withcurrent development. It encourages every human being, especially tatabusiness as a provider of information to continuously follow developments and make decisions to improve,develop, and update any information presented to provide good service. The general section is part of the institution that is authorized to handle documents andfiling. In the General Section, verything related to archiving documents is archived and updated. The use of Microsoft Excel to handle documents in the General Section raises obstacles which include difficulties in searching for old data, formats in the documentation process that are still inconsistent, and difficulty knowing which documents will be processed. Therefore the researchers conducted this research aiming to produce an application that is able to manage document data so that managing document data is easier. From the research that the writer is doing, it will produce an application using the PHP programming language and SQL Server as the database, where the user of the application is the user. With this application, it can help users in the process of documenting, filing, and preparing document reports. The application can also be a solution in managing, storing, and archiving documents.
Penerapan Metode Weighted Product Dalam Menentukan Siswa Bermasalah di SMAN 05 Seluma Syaputra, Purwanto Hidayat; Khairullah, Khairullah; Pahrizal, Pahrizal; Mahfuzi, AR Wallad
Jurnal Media Infotama Vol 19 No 2 (2023): Oktober
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v19i2.3946

Abstract

In the current era of globalization, advances in science and technology are developing very rapidly, especially in terms of decision making. The importance of making fast and accurate decisions is increasingly emphasized in the era of globalization due to the increasing uncertainty and complexity of problems. Therefore, a system that can assist in decision making is very important. In the school environment, the presence of problem students can be one of the factors that affect comfort in the teaching and learning process. Students who often make problems at school can disrupt the teaching and learning process in class. Therefore, teachers and school administrators, especially BK teachers, must immediately address this problem by providing guidance and direction to problem students. Because of the importance of identifying students with problems quickly and precisely, it is necessary to have an effective and accurate determination. However, currently at SMAN 05 Seluma, the process of determining problematic students still uses the manual method by using paper as a tool for data storage and processing. The weighted product (WP) method was chosen because it can provide results that are more accurate and easy to understand. In this method, each factor has a different weight depending on how it relates to student problems. A decision support system application has been produced that can perform calculations using the weighted product method in determining problem students. The application is WEB-based using the programming language PHP and MYSQL as the database.
Perancangan Sistem Dalam Pengolahan Data Buah Sawit Berbasis Website Dengan Metode Object- Oriented Analysis And Design (OOAD) Program Studi Teknik Informstika Haikal, Ghepri; Pahrizal, Pahrizal; Reswan, Yuza; Juhardi, Ujang
Jurnal Media Infotama Vol 21 No 2 (2025): Oktober
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v21i2.9395

Abstract

Palm oil plantations play a vital role in supporting the rural economy, including in Tanjung Harapan Village, Kaur Regency. The process of buying and selling palm fruit by middlemen (toke sawit) is still largely conducted manually—from recording buyer data and purchase transactions to generating daily and monthly reports. This manual system often leads to problems such as data inconsistency, document loss, delayed reporting, and miscalculation during transactions. Therefore, an information system is needed to assist in managing data digitally, efficiently, and accurately.This research aims to design and develop a web-based palm fruit data management information system using the Object-Oriented Analysis and Design (OOAD) approach. The OOAD method was chosen to simplify the process of system analysis and design through various diagrams, including Use Case Diagrams, Class Diagrams, and Sequence Diagrams. The system was developed using the PHP programming language, MySQL database, and the CodeIgniter 4 framework. Its main features include managing buyer (toke) data, recording purchase transactions, generating daily and monthly reports, and printing reports.The results of the study show that the developed system functions effectively in helping palm fruit buyers manage transaction data digitally. It reduces recording errors, speeds up reporting processes, and improves work efficiency. Additionally, the OOAD approach proves to be effective in producing a well-structured system design that can be easily maintained and expanded in the future.
Co-Authors Adesio, Lambardo Admira, Siti Agus, Mat Akram, Adif Adif Amandika, Rama Andi Lala Andilala Andilala, Andilala Andrio Andrio Andrio, Andrio Apridiansyah, Yovi Apridiyansyah , Yovi Ardi wijaya Arnoldi Arnoldi Bactiar Agung Chandra, Septedy Prasetya Dwi Charles Hidayat Darnita, Yulia Deslianti, Dwita Deslianti, Dwita Diana Diana Diana Diana Dony Apdillah Dyah Parmitha Pertiwi Evandra, Geri Melano Evi Puspita Sari Fadilah, Naufal Arif Fadli Fadli Fajar Ramadianto Fajri Sepriansyah, Muhammad Fandiansyah, Rafly Feby Ayu Sahputry Feby Putra Pratama Hendrico Fiolita Apriyani Gusti Wibawa Muhammad Gymnastiar, Muhammad Haikal, Ghepri Herlawati Herlawati Hero Agung Cahya hidayah, agung kharisma Hidayat, Charles Imam Meiricci M Juhardi, Ujang Khairullah, Khairullah Kodariyah Kodariyah Krismiyani Krismiyani Laziola, Ghora Lestri Yanti Linkan Dwi Putri M Yoka Fathoni Magdalena, Caroline Julyana Maharlim, Maharlim Mahfuzi, AR Wallad Mardiana Mardiana marhalim, marhalim Marissa Utami Marlina, Ayu Maulana, Fiqri Miswanti Yuli Mufti Surya Adli Muhammad Husni Rifqo Muhammad Imanullah Mukhlizar, Mukhlizar Muntahanah Muntahanah Muntahanah, Muntahanah Nero Ahmad Azhari Ningrum, Mirza Cahya Nurcholis Nurcholis Pahlevi, Taufiq Permatasari, Rosmalinda Purnama, Putra Aldi Putra, Erwin Dwika Putra, Wahyu Dharma Radika, Agung Cessar Rahmalia, Rahmalia Rahmat Jumri Ramadhan, Arya Gilang Ramadhan, Redho Putra Reni Andayani, Reni Rhamadhan, Syahri Rismayana, Raka Ritha, Nola Rozali Toyib Sahputra, Eka Sahputry, Feby Ayu Sahrudin, Sahrudin Sandhy Fernandez Santoso , Muhammad Reinaldy Sella Shopiana Selly Sepika Seprianti, Widia Septi Wulandari Shopiana, Sella Sonita, Anisya Syakti, Agsanshina Raka Syaputra, Purwanto Hidayat Tamara, Vivin Toyib, Rozali ujang juhardi Wicaksono, Naufal Eka Widia Seprianti Wijaya , Ardi Wijaya, Ardi Witriono, Harry Witriyono, Harry Yanti, Lestri Yoga Hosril Pratama Yovi Apridiyansyah Yulia Darmi Yuza Reswan