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Journal : Jurnal Media Infotama

PENERAPAN METODE CLUSTERING K-MEANS DALAM PENGELOMPOKAN PENJUALAN PRODUK Yulia Darmi Darmi; Agus Setiawan
Jurnal Media Infotama Vol 12 No 2 (2016)
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (666.426 KB) | DOI: 10.37676/jmi.v12i2.418

Abstract

Pada minimarket, produk merupakan bahan pokok yang dijual belikan. Produk di minimarket terdapat antara produk yang laku dengan produk yang tidak laku. Dengan adanya masalah ini, perlu untuk menciptakan sistem yang dapat mengelompokkan produk laku dan produk yang tidak laku, yang dilakukan di Minimarket MM.TIKA Bengkulu dan dilaksanakan pada bulan Juni sampai Juli 2015. Algoritma K-Means tidak terpengaruh terhadap urutan objek yang digunakan, hal ini dibuktikan ketika penulis mencoba menentukan secara acak titik awal pusat cluster dari salah satu objek pada permulaan perhitungan. Jumlah keanggotaan cluster yang dihasilkan berjumlah sama ketika menggunakan objek yang lain sebagai titik awal pusat cluster tersebut. Namun, hal ini hanya berpengaruh pada jumlah iterasi yang dilakukan. Tujuan untuk membuat aplikasi dan menganalisis penjualan produk pada swalayan MM.TIKA Kota Bengkulu menggunakan metode K-Means. Dengan adanya sistem ini dapat memberikan manfaat kemudahan untuk menganalisis pengelompokkan penjualan produk pada swalayan MM.TIKA Kota Bengkulu, menentukan dan mengklasifikasikan penjualan produk yang laku dan kurang laku. Algoritma K-Means Cluster Analysis pada dasarnya dapat diterapkan pada permasalahan dalam memahami perilaku konsumen, mengidentifikasi peluang produk baru dipasaran dan algoritma K-Means ini juga dapat digunakan untuk meringkas objek dari jumlah besar sehingga lebih memudahkan untuk mendiskripsikan sifat-sifat atau karakteristik dari masing-masing kelompok. Metode yang digunakan pengumpulan data adalah observasi dan wawancara. Dengan adanya aplikasi ini, pemilik minimarket dapat melihat hasil pengelompokkan produk yang laku dan tidak laku. Maka, bila terdapat produk yang tidak laku, pemilik minimarket dapat mencari alternative lain agar produk yang tidak laku dapat menjadi laku. Kata Kunci : K-Means, Clustering, Data Mining, Produk
Sistem Penentu Calon Penerima Beasiswa Menggunakan Metode Smarter dan Forward Chaining Fadly Fadly; Yulia Darmi; Dedy A Prabowo
Jurnal Media Infotama Vol 13 No 2 (2017)
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (769.511 KB) | DOI: 10.37676/jmi.v13i2.457

Abstract

This research aims to create a program to help facilitate the school in determining the students who are eligible for a scholarship. SMA Muhammadiyah 4 Kota Bengkulu serve as research place. The selection process of scholarship recipients in SMA Muhammadiyah 4 Kota Bengkulu is equipped with various criteria, such as family economy, family dependent, child status, School Achievement, out-of-school education and discipline. It should be noted in the assessment of the criteria and must be relevant because it will basically affect the outcome. In making this Program we use Visual Basic 6.0 software and apply SMARTER Inference Forward Chaining method. The results obtained from this study, have met the criteria desired by the SMA Muhammadiyah 4 Kota Bengkulu and the use of this method is considered effective to be used to anticipate the similarity of the ranking. So that the selection process of scholarship recipients in SMA Muhammadiyah 4 Bengkulu City on target.Keyword : Decision support system, Simple Multi-Atribute Rating Technique Exploiting Rank (SMARTER), Forward Chaining
Sistem Pengarsipan Data Pegawai Menggunakan Metode Mixturemodelling Berbasis Web Yulia Darmi; Septedy Prasetya Dwi Chandra; 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.
Sistem Keamanan Kendaraan Roda Dua Berbasis Internet Of Things (IOT) Supriatin Atin; Dedy Abdullah; Yulia Darmi; M Husni Rifqo
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.v19i2.3948

Abstract

The high rate of theft of two-wheeled vehicles makes vehicle owners afraid to leave their vehicles. Most vehicle owners increase the security of their vehicles by providing a padlock key that is placed on the motorcycle disc.Along with the increasing acts of motorcycle theft, vehicle security must also be improved, so that vehicle owners are not afraid if they have to leave their vehicle. Therefore the author wants to create a security system by utilizing a smartphone as a vehicle control tool remotely. In this study a vehicle security system was designed with fingerprints as keys and realtime monitoring of vehicles via telegram by utilizing Arduino Uno, Relay, FingerPrint Sensor, ESP32 CAM and NodeMCU. This study used an experimental method which directly tested the vehicle. The test was carried out with 10 different fingerprints, 8 finger positions and 5 fingerprint obstacles. The test results show that the system can execute commands with an average delay time of 9.11 seconds and can provide notifications in the form of messages to Telegram and can be monitored in real time when someone tries to activate the vehicle.
APLIKASI KALENDER KEHAMILAN DAN PERHITUNGAN MASA USIA KEHAMILAN BERBASIS ANDROID MENGGUNAKAN ALGORITMA NAEGELE Darmi, Yulia; Admira, Siti; Hidayah, Agung Kharisma; Pahrizal, Pahrizal
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.v18i2.2890

Abstract

ABSTRACT : Pregnancy process becomes the center of special for families who are waiting for the presence of a loved child. Therefore, pregnant women often checj with the obstetrician to determine the development of fetus in the womb. The problem occurs mother who for prenatal check-ups are only given the fetus underweight. Determining the start of pregnancy and gestational age is important to be able to know within the progress of pregnancy. One of the ways to determine gestational age by knowing the first day of the last menstrual period (LMP). With the naegele method, tjis calculation can also be used to calculate the estimated day of birth. As an easy way to estimate the weight of the fetus is to measure the height of the uterine fundus (TFU). Therefore, based on the problems above, an android-based pregnancy calendar and calculation application of gestational age were made by using the Naegele algorithm. The pregnancy calendar and calculation application of gestational age are designed to make it easier for pregnant women to find out the estimated day or birth. The gestational age and normal fetal weight according to gestational age on an android smartphone. Keywords: Naegele, HPHT, estimated birth, gestational age, fetal weight.
Implementasi Algoritma K-Means Clustering Dalam Menentukan Harga Getah Karet Pada Pabrik Karet Di Bengkulu Tengah Darmi, Yulia; Muntahanah, Muntahanah; Juhardi, Ujang; Widodo, Aditya Deko
Jurnal Media Infotama Vol 20 No 1 (2024): April 2024
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Rubber is a commodity that has been developed by various rubber producing and exporting countries such as Thailand, Malaysia and Indonesia. However, this trade must also go through intense competition between exporting countries. In order to survive in the international market, rubber producing countries must increase their competitiveness by increasing the quality of their rubber processing materials. To improve the quality of rubber, of course, farmers and factories must pay attention to the quality and price of rubber must be in accordance with the quality of the rubber produced. Therefore it is necessary to create a clustering information system to determine the purchase price which will make it easier for the factory to buy rubber latex based on its quality. The information system uses the K-means clustering algorithm to group and determine prices based on the input quality values.
Perancangan Aplikasi Pencarian Bengkel Mobil Dengan Implementasi Algoritma Location Based Service Di Kota Bengkulu Almunthaza, Rois; Diana, Diana; Abdullah, Dedy; Darmi, Yulia
Jurnal Media Infotama Vol 20 No 1 (2024): April 2024
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v20i1.5817

Abstract

Vehicles are a means of transportation used by everyone, vehicles also often experience problems so they must be repaired or serviced. Bengkulu City currently, there is no special application that provides complete and accurate information services about car repair shops in Bengkulu City. Therefore, it is important to design and develop a car repair shop search application that utilizes Location-Based Service (LBS) technology in Bengkulu City. The problem is how to make a location based service algorithm design system in Bengkulu City for the search for car repair shops. So this study is intended to design a location-based service algorithm system in Bengkulu City about searching for car repair shops using a system that can be used on mobile phones with the Android operating system. By utilizing mobile technology and Location-Based Service (LBS) in finding the nearest auto repair shop from their location by providing information about the repair shop name, address, telephone number, customer reviews, and possibly other useful information, such as operating hours or special services provided by the repair shop. So when going to service the vehicle we simply use the application through the handhone. The results showed that the design of a location-based service algorithm in Bengkulu City for car repair shop search can help car service sellers to promote superior products to be sold, produce a combination of GPS features in determining the starting point and can display information search for workshop names and workshop locations based on latitude and longitude.
Pemanfaatan Teknologi E-Tourism untuk Mendukung Pengembangan Desa Wisata dan Peningkatan Ekonomi Lokal di Kabupaten Seluma Muntahanah, Muntahanah; Darmi, Yulia; Putri, Deliana; Nabila, Pipit
Jurnal Media Infotama Vol 21 No 1 (2025): April 2025
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v21i1.7782

Abstract

Kabupaten Seluma secara geografis berada di Pantai Barat Sumatera bagian Selatan, dengan koordinat bujur dan lintang pada 04˚21’40’22” 03˚49’55’66” Lintang Selatan dan 102˚59’40’54” 101˚17’27’57” Barat Tenggara. Terletak di bagian selatan Provinsi Bengkulu, kabupaten ini memiliki banyak tempat wisata yang ada di daera pedesaan khususnya desa wisata tidak sering dikunjungi oleh wisatawan karena termasuk dalam kategori kabupaten yang kurang berkembang di Indonesia (tertinggal secara nasional). Promosi pariwisata di daerah ini dilakukan dengan cara tradisional seperti penyebaran brosur atau pamflet, yang membutuhkan biaya tinggi dan kurang efektif. Pendekatan promosi yang lebih efisien adalah melalui internet, yang dikenal sebagai e-Tourism. Penggunaan teknologi yang tepat pada sektor pariwisata bisa menjadi faktor kunci untuk percepatan perkembangan, meningkatkan kesejahteraan masyarakat lokal, menciptakan peluang usaha, serta meningkatkan daya saing dan memperluas jangkauan pasar wisatawan. Menurut hasil survei, 93,5% Responden menganggap aplikasi ini sangat bermanfaat, karena sistem ini dapat diakses dari mana saja dengan peramban yang terkoneksi ke internet. Aplikasi e-tourism untuk desa wisata memudahkan pengunjung dalam mengeksplorasi lokasi-lokasi di kabupaten Seluma, aplikasi ini menyajikan informasi lengkap tentang tempat wisata yang tersedia di daerah tersebut di webiste.
Sistem Informasi Perjalanan Dinas Berbasis Web (Studi Kasus Dinas Kominfo Dan Statistik Provinsi Bengkulu) Khairunisa, Dinda; Imanullah, Muhammad; Darmi, Yulia; Muntahanah, Muntahanah
Jurnal Media Infotama Vol 21 No 1 (2025): April 2025
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v21i1.8128

Abstract

Official travel is a trip for the benefit of the office from the order of the superior authorized to order. Based on the results of interviews, problems in making letters relating to official travel are increasingly being found so that it requires the existence of an official travel order management application. The Application for Management of Official Travel Warrants is an application that will be used to facilitate the management of all important documents related to official travel carried out by the Dinas Komunikasi, Informatika dan Statistik Provinsi Bengkulu of Communication, Information and Statistics. This application has features that are capable of managing and storing data starting from the Surat Perintah Perjalanan Dinas (SPPD), Surat Perintah Tugas (SPT) or Surat Perintah (SP), kwitansi, rincian biaya perjalanan dinas, nota dinas, bukti perjalanan dinas and approval carried out by superiors. The design and construction of this application is made with Waterfall software development methods, Unified Model Language (UML) to model the system, and use the PHP programming language with the CodeIgniter Framework and MySQL databases and other software
Perancangan Pengaduan Layanan Masyarakat Menggunakan Algoritma Priority Scheduling Di Kecamatan Teluk Segara Berbasis Website Mubaroq, Ibnu Nurul; Juhardi, Ujang; Darmi, Yulia
Jurnal Media Infotama Vol 21 No 1 (2025): April 2025
Publisher : UNIVED Press

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37676/jmi.v21i1.8132

Abstract

The development of information technology today is quite advanced; however, this reality contrasts sharply with the services provided by government agencies, particularly those at the sub-district level. The sub-district government offices, which manage community services, need to update their quality, especially in the area of public complaint handling. Currently, it is still challenging for citizens to submit complaints about their local environment to the local government, which often results in residents directing their complaints to inappropriate channels. Therefore, the goal of this research is to design a web-based public complaint system for the Teluk Segara Sub-District Office, enabling citizens to more easily communicate their grievances to the relevant authorities.
Co-Authors Abdullah, Dedy Admira, Siti Afdal Zikri Agus Setiawan Almunthaza, Rois Alpin Anugerah Andika Kurniawan Andre Merfriansyah Andry Sartika Anisya Soneta Annisa Sonita Apridiansyah, Yovi Aprillia Salsabila Ardi wijaya Ardiansyah , Ardiansyah Arnoldi Arnoldi Azzahra, Haselti Citra Bagaskoro, Siswo Budi Hartono, Hendro Kartiko Danang Setiawan Darnita, Yulia Dedy A Prabowo Dedy Abdullah Dedy Abdullah Dedy Abdullah Dedy Prabowo Dendy Andra Deslianti, Dwita Diana Diana Diana Diana Diana Diana Diana Diana Diana M.Kom Dyah Parmitha Pertiwi Elly Hertita Elly Hertita Fadly Fadly Fahrizal Akbar Fajar Ramadianto Fajri Sepriansyah, Muhammad Fatma Rahayu fedo sanjaya Fiqi Muttaqin Septa Nugraha Fitri Lestari Fitriah Fitriah Gunawan Gunawan Harianto, Ozi Harry Witriyono Harry Witriyono Harry Witriyono Harry Witryono Hendri Wibowo, Sastya hidayah, agung kharisma Idaman, Dewa Ilahi S, Rori Aprisan Ilham, Muhammad Ramadan Imanullah, Muhammad Indra Setiawan Indri Dwi Lestari Jeri Fernando Winata Juhardi, Ujang Keken Pinandita Khairullah, Khairullah Khairunisa, Dinda Kirman Kirman, Kirman Kurniawan, Andika Lilian Guntari M Husni Rifqo M Yoka Fathoni M. Imanullah, M. Imanullah Mahfuzi, AR. Walad Maliq, Ahmad Abdul Meilisa Tri Ulansari Mubaroq, Ibnu Nurul Muhammad Agung Muhammad Bais Al Hakiki Muhammad Fajri Muntahanah Muntahanah Muntahanah Muntahanah, Muntahanah Mutahanah Mutahanah Mutahanah Mutahanah Nabila, Pipit Nadila, Syalsa Naufallah, Muflih Rasyid Nugraha, Fiqi Muttaqin Septa Nugroho, Khathibul Umam Z Nuri David Maria Veronika Nuri David MV Onsardi Onsardi, Onsardi Pahrizal, Pahrizal Pharizal, Pharizal Prayogi, Billy Putra, Erwin Dwika Putra, Zulhamdi Putri Dwi L Putri, Deliana Ramadhan, Suwandi Reza Anisa Rifqo, Muhammad Husni Roby Maringga Ronny Saputra, Ronny Rossa Ayuni Rozali Toyib Rusda Kumala Sabella, Nayla Salmidah, Tasya Rufaidah Sandhy Fernandez sanjaya, fedo Sastya Hendri Wibowo Sastya Wibowo Septedy Prasetya Dwi Chandra Setiawan, Wigu Oktrabio Sonita, Anisya Sri Ekowati Sri Ekowati Sulaini, Soneta Supriatin Atin Surya Ade Saputera Syahputra, Ferry Andrean Tasya Rufaidah Tiara Ayu Lestari Toyib, Rozali Tri Puji Astuti ujang juhardi Veronika, Nuri David Maria Widodo, Aditya Deko Wigu Oktrabio Setiawan Wijaya, Ardi Witriyono, Harry Yansih, Tika Rati Yulia Darnita Yunika, Astri Yusa Virginiawan Guntara Yuza Reswan Zulhamdi Putra