Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
https://ejournal.unama.ac.id/index.php/jms
<h2>JURNAL MANAJEMEN TEKNOLOGI DAN SISTEM INFORMASI (JMS)</h2> <div style="border: 1px solid #ddd; padding: 10px; background-color: #f2f2f2; text-align: left;">e-ISSN : 2808-5019 (print), No.SK : 0005.28085019/K.4/SK.ISSN/2021.10<br />p-ISSN : 2808-5450 (online), No. SK: 0005.28085450/K.4/SK.ISSN/2021.10<br />URL : http://ejournal.unama.ac.id/index.php/jms</div> <center> <p align="justify">Jurnal Manajemen Teknologi dan Sistem Informasi (JMS) merupakan jurnal yang berada dibawah naungan Lembaga Penelitian dan Pengabdian Masyarakat (LPPM) Universitas Dinamika Bangsa dan diterbitkan oleh Universitas Dinamika Bangsa Jambi.</p> </center>LPPM STIKOM Dinamika Bangsaid-IDJurnal Manajemen Teknologi Dan Sistem Informasi (JMS)2808-5450Perancangan Arsitektur Enterprise Dengan Menggunakan Togaf ADM (Studi Kasus : CV. Qay Bersaudara)
https://ejournal.unama.ac.id/index.php/jms/article/view/2162
<p><strong><em>Abstract</em></strong><strong><em>−</em></strong> <em>An important strategy in dealing with developments in information technology is the use and improvement of information system support for enterprises. CV. Qay Bersaudara is a company engaged in the wood processing industry. In carrying out organizational activities, it always leads to customer satisfaction in accordance with the vision and mission which are the goals and objectives. CV business activities. Qay Bersaudara can be identified as the main and supporting business functions. The main identification includes processing wood data, to selling wood processing waste. Meanwhile, the supporting businesses include human resource management, infrastructure management and financial management. Both business areas in their operations support each other. Analysis of the processes and functions of the main and supporting business activities of CV. Qay Bersaudara was carried out in order to understand the needs that arise from the problems in each of these activities. For architectural design includes vision architecture, business architecture, information system architecture and technology architecture at CV. Qay Bersaudara to achieve the goals of the organization, the authors use the TOGAF ADM Framework.</em></p> <p><em> </em></p> <p><strong><em>Keywords</em></strong><em>: Design, Architecture, Enterprise, Togaf ADM </em></p>Dwi Ayu Gusriyanti
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285188689510.33998/jms.2025.5.1.2162Perancangan Sistem Informasi Pelayanan Jasa Furniture Pada Perusahaan Perabot Ada Jaya Kota Jambi
https://ejournal.unama.ac.id/index.php/jms/article/view/2160
<p><em>Service information systems have been widely used by developing companies and universities. Service information at the furniture company Ada Jaya Jambi City is currently still using a manual system, namely using an order receipt note making it difficult to search for data and takes a long time to print reports. . In this information system, it can make it easier for employees to process goods data, submit goods submissions and prepare the required reports, such as reports on admin data, customer data, data on types of goods, and transaction data. This information system uses XAMPP software as localhost, uses MySQL as data storage and processing and the programming language used is the PHP (Personal Home Page) programming language</em></p>Fitra Kebesa MitenSugeng WibowoMutmainnahRobby
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285189690210.33998/jms.2025.5.1.2160Perancangan Sistem Informasi Penjualan Berbasis Web Pada Toko Maju Jaya Keramik
https://ejournal.unama.ac.id/index.php/jms/article/view/2095
<p><strong>- </strong>Toko Maju Jaya Keramik ialah satu dari usaha usaha swasta yang berlokasi di Paalmerah, Kota Jambi. Di Toko Maju Jaya Keramik, pengolahan data penjualan dan pembelian masih dilaksanakan manual. Ke depannya, tentu akan menimbulkan kendala pada pengendalian persediaan dan pencatatan data penjualan yang akan mengganggu operasional toko. Untuk mengatasi kendala tersebut, pada studi ini dibuat sistem informasi penjualan berbasis <em>Website</em> yang dibangun dengan bahasa pemrograman <em>PHP</em>. Sistem ini dikembangkan dengan metode prototipe yang dibuat oleh penulis, yang juga memanfaatkan pendekatan model sistem <em>unified</em> model <em>language</em> dan diagram <em>use case</em>, <em>activity</em>, dan <em>class</em>. <em>Output</em> yang dihasilkan oleh sistem baru ini dapat berupa data laporan, data transaksi, data jenis, data barang, data penjualan, data pembelian, data utang piutang, dan data master berupa data pengguna, data supplier, dan data pelanggan.</p>AldoAbdul HarisDr. Hendri, S.Kom., S.H., M.S.I., M.H hendri
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285190391110.33998/jms.2025.5.1.2095Perancangan Game Edukasi Pengenalan Pahlawan Revolusi Indonesia Berbasis Android
https://ejournal.unama.ac.id/index.php/jms/article/view/2094
<p>Pesatnya perkembangan teknologi informasi memengaruhi banyak aspek kehidupan, termasuk game. Kemajuan teknologi komputer memunculkan banyak aplikasi populer. Namun, semangat nasionalisme di kalangan anak-anak dan remaja menurun, dan mereka jarang mengenal pahlawan Indonesia, meski kita wajib menghargai perjuangan mereka. Penelitian ini bertujuan merancang game edukasi Android untuk menarik minat anak-anak dan remaja, agar cinta tanah air dan patriotisme tumbuh. Pengguna diharapkan lebih mengenal pahlawan revolusi, menghargai perjuangan mereka, dan memahami makna kemerdekaan. Game ini mempermudah proses belajar siswa dan, dengan luasnya penggunaan Android, diharapkan dapat diakses oleh berbagai kalangan untuk meningkatkan minat belajar sejarah. Penelitian ini diharapkan menumbuhkan nasionalisme pada generasi muda melalui aplikasi "Perancangan Game Edukasi Pengenalan Pahlawan Indonesia Berbasis Android".</p>Satria Oldie VersilenoM. Riza Pahlevieni rohaini
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285191292110.33998/jms.2025.5.1.2094Analisis Kualitas Kepuasan Pengguna Aplikasi OVO Menggunakan Metode Delone dan Mclean (Kota Jambi)
https://ejournal.unama.ac.id/index.php/jms/article/view/2093
<p>OVO sebagai suatu aplikasi e-wallet yang sering dipakai oleh masyarakat indonesia. Aplikasi ini dikembangkan oleh PT.Visionet Internasional dan merupakan besutan dari Grup Lippo yaitu LippoX. Maka bisa membayar PLN, pulsa, indihome, dan masih banyak lagi lainnya memakai aplikasi ovo, dan ini akan membuat sebagian besar transaksi Anda sehari-hari menjadi lebih sederhana dan efisien. Namun demikian, beberapa kesalahan pengguna masih terus terjadi. Kegagalan transaksi, kesulitan upgrade ovo, waktu pembayaran pulsa dan token listrik, dll, semuanya menjadi masalah. Setelah itu, peneliti mencoba menentukan efektivitas sistem informasi ovo dengan memakai model Delone dan McLean. Peneliti memakai total empat variabel, tiga variabel independen dan satu variabel dependen. Peneliti memakai data dari kuesioner yang telah diedarkan dan diisi oleh 350 responden untuk menetapkan tiga hipotesis yang menjadi pedoman dalam penelitian, yang didasarkan pada ide penelitian. Dengan memakai program SMART PLS 3, data penelitian diolah. Temuan penelitian ini mendukung tiga hipotesis yang diajukan, yang menyatakan yaitu kualitas sistem, informasi, dan layanan semuanya memiliki efek menguntungkan pada variabel dependen yang menjadi perhatian, yaitu kebahagiaan pengguna, baik dalam jangka pendek maupun jangka panjang.</p>MichaelAhmad HusaeinSilvia Rianti Agustini
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285192293010.33998/jms.2025.5.1.2093Perancangan Sistem Informasi Absensi Guru Menggunakan RFID Pada SD Negeri 2 Kota Jambi Berbasis Web
https://ejournal.unama.ac.id/index.php/jms/article/view/2092
<p>SD Negeri 2 Jambi merupakan sekolah dasar yang terdapat di daerah beringin Kota Jambi, pada sistem yang sedang berjalan khususnya pada pengelolahan data absensi guru masih dilakukan dengan cara mencatat baik itu berupa identitas guru, dan jam datang guru. Sehingga dalam upaya pengolahan data absensi guru untuk mendapatkan informasi masih membutuhkan waktu yang relatif lama, dalam pencarian data guru maupun pembuatan laporan data absensi guru, dan laporan data guru. Selain itu, harus di cek kembali hasil absensi yang telah dilakukan beberapa hari lalu di dalam buku yang datanya sudah sangat banyak sehingga terdapat kesulitan harus memilah kembali data-data lama guru tersebut. Tujuan penelitian ini adalah untuk menganalisa sistem yang sedang berjalan, agar dapat mengatasi masalah-masalah yang dihadapi pada pada SD Negeri 2 Kota Jambi, dengan cara merancang Perancangan Sistem Informasi Absensi Guru Menggunakan RFID Pada SD Negeri 2 Kota Jambi Berbasis Web. Kerangka Kerja Penelitian yang akan dilakukan dalam penyelesaian masalah yang dibahas yaitu, melakukan identifikasi, melakukan pencarian informasi berdasarkan landasan- landasan teori, pengumpulan data dengan metode observasi dan wawancara, menganalisis untuk mencari solusi atas permasalahan yang didhadapi SD Negeri 2 Kota Jambi. Metode pengembangan sistem menggunakan model air terjun (<em>waterfall</em>), implementasi penelitian ini menggunakan Bahasa Perograman PHP dan DBMS MySQL hingga menghasilkan aplikasi pengolahan data yang di harapkan dapat mempermudah dalam pengolahan data maupun pembuatan laporan.</p>Doly SaputraBeni IrawanDespita Meisak
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285193194010.33998/jms.2025.5.1.2092Sistem Informasi Pengolahan Data Anak Pada Pusat Pengembangan Anak (PPA) Di Gks Prailangina
https://ejournal.unama.ac.id/index.php/jms/article/view/2084
<p><em>Advances in information technology in Indonesia have now spread to various sectors, including in the field of social institutions, as seen in the Indonesian Compassion Foundation. This foundation focuses on Child Development Centers (PPA) and collaborates with churches throughout the world, including those in Indonesia. One of the branches is at the Sumba Christian Church (GKS) Prailangina, namely PPA IO 323 Deo Volente. In one week, they are required to take part in PPA activities three times, namely on Tuesday, Wednesday and Thursday. Recording activities carried out include: learning data, health data and service data. This recording process is still carried out manually by the mentor by recording it in a book, then the mentor hands it over to the coordinator, who then transfers the data into Microsoft Excel to be processed and reported to Compassion as an accountability activity every month. So the problem faced by PPA at GKS Prailangina is inefficiency in processing children's data, which poses a high risk to data security because writing errors and data loss often occur. This causes the data search process to become slow and complicated, as well as delays in processing and producing reports. This research aims to design a website-based children's data processing information system using the waterfall model system development method. The programming language used in developing this system is PHP, with MySQL as the database. The results of this research show that implementing an information system can make it easier for PPA staff to process computerized child data.</em></p>Relsia Rambu LembaYustina RadaMurry Albert Agustin Lobo
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285194195210.33998/jms.2025.5.1.2084Settlement of Industrial Relations Disputes Through the Industrial Relations Data Information System of Surakarta City.
https://ejournal.unama.ac.id/index.php/jms/article/view/2061
<p><em>Industrial relations disputes between workers and employers that occur in Surakarta City companies can be filed with complaints to the Dinas Tenaga Kerja (DISNAKER) Kota Surakarta. The complaint will be followed up by a mediator. Results of the complaint process will be stored in the form of a recapitulation. To facilitate data recapitulation and data transparency so that the general public knows up to date to Bidang Hubungan Industrial DISNAKER Kota Surakarta, a Data Information System was created Surakarta City Industrial Relations (SIDHARTA). The aim of this research is to take steps to handle and obstacles to Settlement of Industrial Relations Disputes through the Surakarta City Industrial Relations Data Information System (SIDHARTA) at DISNAKER Kota Surakarta. The type of research carried out is using qualitative research methods with a focus on in-depth explanations based on experiences carried out when making observations related to observation targets, data sources, system components and obstacles through sources, activities carried out, location, and files used. Meanwhile, data collection techniques are consist of observation, interviews, and documentation. By including several components such as procedures, software, hardware, databases, networks and people. The research resulted in the conclusion that (SIDHARTA) has benefits as a database repository related to industrial relations and provides data transparency information to the people of Surakarta City. However, in its operation it still requires improvements that can be used optimally.</em></p>Queentanti Wahyu SafitriArinta Kusumawardhani
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285195395810.33998/jms.2025.5.1.2061Analisis dan Perancangan Web Sistem Informasi Rental Mobil Pada LK Trans Jambi
https://ejournal.unama.ac.id/index.php/jms/article/view/2059
<p><strong><em>Abstract− </em></strong><em>LK Trans Jambi, a car rental company in Jambi, faces challenges in operational efficiency and customer experience due to its still-manual system, where booking, verification, and transaction recording processes are time-consuming and prone to errors. This study aims to design a web-based information system using the prototype method to address these issues and enhance the company’s competitiveness. Utilizing Unified Modeling Language (UML) to model system requirements, the resulting prototype supports online booking, automatic data verification, and real-time vehicle availability tracking. The implementation of this system is expected to improve response times for customers, streamline operational management, and enhance internal and external communication, enabling LK Trans Jambi to deliver better services and remain competitive in the car rental market. </em></p> <p><strong><em>Keywords</em></strong><em>: Design, System Information, Web, Prototype </em></p>Dwi Ayu Gusriyanti
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285195996810.33998/jms.2025.5.1.2059DESIGN OF STUDENT REPORT INFORMATION SYSTEM AT RA HIDAYATUT THOLIBIN BASED ON WEBSITE
https://ejournal.unama.ac.id/index.php/jms/article/view/2009
<p><strong><em>Abstract−</em></strong><em>Student Report Card Assessment Information System is a system that presents student learning outcome reports by utilizing technology. With this system, the student assessment process becomes more efficient and effective. At RA Hidayatut Tholibin, the student report card assessment system has not been computerized, it is still done manually which results in student assessments taking longer and the school does not have an archive of grades when the report cards are distributed. In this case, one of the methods used by researchers is to directly observe the ongoing assessment process at RA Hidayatut Tholibin. Researchers want to design a website-based student report card information system using the PHP programming language, codeigniter framework and MySQL as a database so that assessment information can be conveyed properly and in a structured manner. The website-based information system is expected to make it easier for teachers to manage grades and access report cards as well as the process of storing assessment information that is neater than before. The use of a website also does not require large storage on digital devices, this is one of the reasons. This design is visualized using the UML model to better understand the potential results or errors in a program.</em></p> <p><strong><em>Keywords</em></strong><em>: MySQL, Design, PHP, Report Card, UML, Website</em></p>Laeli HidayahJaka Subrata
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285196997610.33998/jms.2025.5.1.2009Perancangan Sistem Informasi Monitoring Inventaris Dan Pengadaan Aset Pada Kantor Kecamatan Paal Merah Kota Jambi Berbasis Web
https://ejournal.unama.ac.id/index.php/jms/article/view/2008
<p><em>The Paal Merah District Office of Jambi City is located at Jl. Sultan Syahril RT.16 Talang Bakung Village, Jambi City. In the data processing process using Microsoft Excel, but there are still many obstacles in data processing, such as the difficulty of recording Inventory Monitoring and Asset Procurement data, planning previously planned activities because the data search process is slow, data does not appear automatically so that it must be input repeatedly, and data cannot be integrated because there is no database. The purpose of this study was to analyze the current system, in order to overcome the problems faced at the Paal Merah District Office of Jambi City, by designing a Web-based Information System for Monitoring Inventory and Procurement of Assets at the Paal Merah District Office of Jambi City. The stages that will be carried out in solving the problems discussed are, identifying, searching for information based on theoretical foundations, collecting data using observation and interview methods, analyzing to find solutions to the problems faced by the Paal Merah District Office of Jambi City. The system development method uses a waterfall model, the implementation of this research uses the PHP Program Language and MySQL DBMS, to produce data processing applications that are expected to facilitate data processing and report generation.</em></p>Risa Febrina MardayaniPareza Alam JusiaRoby Setiawan
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285197798610.33998/jms.2025.5.1.2008Perancangan Sistem Informasi Penyewaan Rumah Pada Kontrakan Tunggal Abadi
https://ejournal.unama.ac.id/index.php/jms/article/view/2007
<p>Kontrakan Tunggal Abadi is a provider of rental houses located on Jl. Batam Lrg. Tukang Jahit. Currently, data management for rentals is still using a ledger as a storage medium. Although the stored data is sufficient for now, searching for tenant data often encounters difficulties because all previous data must be manually reviewed. Additionally, the manual data processing through handwritten records causes various issues, such as difficulties in managing rental data, data storage, and data security. The risk of data loss is high, as everything is stored in a single ledger, and maintaining confidentiality is challenging due to limited access control. The purpose of this study is to analyze the existing system and design a more efficient rental house information system. The steps to be taken include identifying the problems, gathering information based on theoretical foundations, collecting data through observation and interviews, and analyzing the issues faced by Kontrakan Tunggal Abadi to find appropriate solutions. The system development will use the Waterfall model, with implementation in PHP and MySQL DBMS. The goal is to create an application that simplifies data processing and report generation, while also providing insights into the concepts of information system design for rental house administration based on web technology.</p>Muslimin Ibnu YahyaIbnu Sani WijayaRoby Setiawan
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-285198799510.33998/jms.2025.5.1.2007Identifikasi Resiko Dalam Era Digital: Studi Kasus Resiko Teknologi Pada PT Bank Syariah Indonesia
https://ejournal.unama.ac.id/index.php/jms/article/view/1997
<p><em>The importance of information security and cyber security in the context of globalization and digital transformation, especially for companies in the financial sector such as banks. The case study at PT Bank Syariah Indonesia (BSI) identifies, analyzes, and evaluates the risks faced, such as malware attacks, phishing, and insider threats. The analysis aims to develop effective and sustainable mitigation strategies to protect information assets and business interests. The findings of this study provide important insights for understanding information and cyber security practices in the Islamic banking sector, as well as a basis for the development of policies and best practices in an increasingly digital business environment. The research method used is descriptive qualitative with data collection techniques including surveys, observations, interviews, document analysis, and secondary data analysis. Key challenges faced include the need for special attention to cyber attack detection and prevention, increased internal security awareness, improved intrusion detection systems, incident response, employee security training, security policy updates, and compliance with industry standards and government regulations.</em></p>Irfan HassandiYossinomitaMira Gustiana Pangestu
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-2851996100410.33998/jms.2025.5.1.1997indonesia
https://ejournal.unama.ac.id/index.php/jms/article/view/1988
<h1><em>ABSTRACT</em></h1> <p><em> </em></p> <p><em>School website information systems are very important in improving the efficiency of school management, facilitating access to information for students, parents, staff and expanding the scope of school information. Problems at SMPN Satap 9 Tanjung Jabung Timur Village where in terms of the development of school information technology is still difficult to access and not many people know such as school activities, student achievements, student registration info and other important announcements. communication between schools, students, parents and the general public is also hampered, for example to get school information student guardians or interested people must come to the school directly this is less efficient and takes quite a long time. The purpose of this research is to analyze website information management and design a prototype of the school website information system at SMPN Satap 9 Tanjung Jabung Timur Village. the method used is the prototype method with system modeling designed using a unified modeling language, namely use case diagrams, class diagrams and activity diagrams. the results showed that information about SMPN Satap 9 Tanjung Jabung Timur Village is still not widely known by the public so it is necessary to create a website in disseminating information to the wider community.</em></p> <p><strong><em>Keywords</em></strong><em>:Analysis, Design, Information System, Prototype, School Website.</em></p>wirantiDodo Zaenal AbidinNurhadi Nurhadi
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-28511005101610.33998/jms.2025.5.1.1988Analisis Dan Perancangan Sistem Informasi Pengelolaan Data Alumni Berbasis Web Pada SMK N 1 Kempas
https://ejournal.unama.ac.id/index.php/jms/article/view/1939
<p><em>The management of alumni data that is still conducted manually at SMKN 1 Kempas has led to various issues, such as long processing times and difficulties in tracking alumni data. This study aims to develop an Alumni Data Management Information System that can facilitate both alumni and school officials in managing this data. The information system is developed using the PHP programming language and the CodeIgniter framework, following the Waterfall method. This Waterfall method includes stages of requirements analysis, system design, implementation, testing, and maintenance. The system is designed to enable school officials to manage and monitor data efficiently, as well as to simplify the data entry process for alumni. The results of the system implementation indicate an increase in efficiency in managing alumni data, with faster processing times. Additionally, this system makes it easier for alumni to input their data and assists school officials in tracking and managing alumni data. Thus, the developed Alumni Data Management Information System successfully achieves its goal of facilitating the process of managing alumni data at SMKN 1 Kempas.</em></p>fauzan purma ramadhanSharipuddinEffiyaldi Effiyaldi
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-28511017102710.33998/jms.2025.5.1.1939Analisis dan Perbaikan Proses Bisnis pada Produksi Konveksi Gandes Tailor Menggunakan Teknik Esia
https://ejournal.unama.ac.id/index.php/jms/article/view/2047
<p>Konveksi Gandes Tailor merupakan salah satu bidang usaha yang bergerak pada jasa pembuatan pakaian jadi. Konveksi gandes tailor berada di Dsn. Besole, RT04/RW04, Ds. Darungan, Kec. Kademangan, Kab. Blitar. Pada penelitian ini bertujuan untuk menganalisis dan memperbaiki proses bisnis pada konveksi gandes tailor dengan menggunakan metode ESIA (Eliminate, Simplify, Integrate, Automate). Teknik ESIA digunakan untuk mengidentifikasi dan menghilangkan aktivitas yang tidak menambah nilai, menyederhanakan proses yang kompleks, mengintegrasikan proses yang berulang, dan mengotomatisasi aktivitas yang memakan waktu. Hasil dari analisis menunjukkan bahwa terdapat beberapa aktivitas yang dapat dihilangkan, disederhanakan, digabungkan dan diotomatisasi, setelah mengalami perbaikan proses bisnis konveksi gandes tailor saat ini menghasilkan 26112 menit yang menunjukkan bahwa konveksi gandes tailor masih memiliki beberapa proses untuk diperbaiki. Setelah di lakukan perbaikan menggunakan Teknik esia, konveksi gandes tailor menghasilkan 12909 menit sehingga meningkatkan efisiensi sebesar 76,02% dari perhitungan improvement.</p>Dhea Lutfiatul KhasanahAbd. Charis Fauzan
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-28511028103910.33998/jms.2025.5.1.2047Analisis Aspek Usability Pada Aplikasi DANA Di Kalangan Masyarakat Kota Jambi Menggunakan SUS
https://ejournal.unama.ac.id/index.php/jms/article/view/2377
<p>The Fund application is an application that was founded in 2017 by Vincent, a young Indonesian where the Fund application is a startup that provides an e-money platform for Indonesians to be able to make non-cash and non-card transactions. This study aims to apply usability values to the DANA application by using the System Usability Scale (SUS) and to analyze and evaluate the application of the System Usability Scale (SUS) to the DANA application. Based on the System Usability Scale (SUS) method to measure how well the quality of this application is used, data was collected by distributing an indirect questionnaire containing 10 questions to 272 respondents who are Jambi city residents who have used the DANA application. The results of this study through validity and reliability tests, all data in this study were declared valid and reliable.</p>Alberta IngrianaHerry Mulyono
Copyright (c) 2025 Jurnal Manajemen Teknologi Dan Sistem Informasi (JMS)
2025-03-282025-03-28511040104910.33998/jms.2025.5.1.2377Implementasi Algoritma Random Forest Dalam Klasifikasi Risiko Gagal Bayar Kartu Kredit Pada Nasabah Bank
https://ejournal.unama.ac.id/index.php/jms/article/view/2384
<p>Situasi keuangan klien yang tidak stabil atau manajemen keuangan yang buruk merupakan penyebab umum risiko gagal bayar kartu kredit, yang merupakan masalah besar bagi industri perbankan. Tujuan dari penelitian ini adalah untuk menggunakan algoritma <em>Random Forest</em> untuk mengkategorikan risiko gagal bayar kartu kredit klien bank. Metode yang digunakan mencakup pengumpulan data, <em>preprocessing</em>, pelatihan model, evaluasi, dan analisis faktor penting menggunakan dataset publik yang berisi 30.000 data. Temuan penelitian menunjukkan bahwa algoritma <em>Random Forest</em> mencapai tingkat akurasi 81% dalam hal penilaian risiko gagal bayar. Algoritma tersebut secara signifikan dipengaruhi oleh kriteria utama seperti riwayat pembayaran sebelumnya, batas kredit, dan jumlah tagihan. Meskipun model menunjukkan performa yang baik untuk nasabah yang tidak gagal bayar, tantangan tetap ada pada klasifikasi nasabah yang gagal bayar, terutama karena ketidakseimbangan data. Selain meletakkan dasar untuk perbaikan model di masa mendatang, penelitian ini menunjukkan bahwa metode <em>Random Forest</em> berguna untuk membantu pengambilan keputusan sektor perbankan.</p>Nur HazizahSharipuddinAyu Feranika
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2025-03-282025-03-28511050105910.33998/jms.2025.5.1.2384