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Implementasi Data Mining Menggunakan Algoritma Apriori dalam Menentukan Persediaan Barang Wijaya, Hendi Raden; Khairil, Khairil; Lianda, Deri
Digital Transformation Technology Vol. 5 No. 1 (2025): Periode Maret 2025
Publisher : Information Technology and Science(ITScience)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47709/digitech.v5i1.6381

Abstract

Toko azn merupakan toko sembako yang menyediakan beraneka ragam kebutuhan sehari-hari antara lain sembako, snack, minuman dan kebutuhan lainnya. Toko ini kerap mengalami masalah dimana toko memiliki lebih banyak barang dibandingkan permintaan yang diinginkan pelanggan, sehingga toko dapat menjadi rugi disebabkan barang yang tidak habis khususnya barang yang memiliki unsur kadaluwarsa dan gampang rusak. Dimana selama ini seluruh proses pengelolaan data transaksi penjualan masih dilakukan secara manual melalui pembukuan pendataan informasi. Penelitian ini berfokus pada sistem pengelolaan persediaan barang dengan tujuan untuk meningkatkan efisiensi dan mencegah kehabisan stok di toko. Metode yang diterapkan adalah algoritma Apriori, yang bertujuan untuk menemukan asosiasi antar produk dan membantu dalam pengoptimalan manajemen stok barang . Hasil dari penelitian ini menunjukkan bahwa penerapan algoritma Apriori dapat memberikan wawasan yang lebih baik mengenai pola pembelian konsumen, sehingga toko dapat mengelola persediaan dengan lebih efektif. Dengan demikian, penelitian ini tidak hanya memberikan kontribusi terhadap teori pengelolaan persediaan, tetapi juga memberikan manfaat praktis bagi pemilik toko dalam meningkatkan efisiensi operasional mereka. Dengan demikian, diharapkan hasil penelitian ini dapat menjadi referensi bagi penelitian selanjutnya dalam bidang pengelolaan persediaan barang.
Analysis of work life balance, job satisfaction and its effect on the performance of employees of the General Bureau of the Regional Secretariat of the Riau Islands Province Ngaliman, Ngaliman; Catrayasa, I Wayan; Khairil, Khairil
Studi Ekonomi dan Kebijakan Publik Vol. 3 No. 2 (2025): Januari
Publisher : Penerbit Goodwood

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35912/sekp.v3i2.5278

Abstract

Purpose: This study analyzes the influence of work-life balance, work environment, and workload on performance through job satisfaction as a mediating variable on employees of the General Bureau of the Regional Secretariat of the Riau Islands Province. Methodology/approach: A quantitative method was used with SEM-PLS analysis on data collected from 120 employees of the General Bureau, Riau Islands Provincial Secretariat. Results: Using primary data from 120 employees, this study found that work-life balance and workload have a significant influence on performance through the results of the path coefficient, meaning that the job satisfaction variable can mediate the influence of endogenous variables of work-life balance and workload on the performance variable. This can be explained by the fact that with the mediation of job satisfaction, when there is an increase in work-life balance and workload, employee performance will increase. Conclusions: Improving job satisfaction enhances performance, especially when managing workload and work-life balance. Limitations: The study is limited to one public institution and excludes factors such as leadership and compensation. Contribution: This study highlights the importance of job satisfaction as a mediator to improve employee performance in the public sector.
Rancang Bangun Sistem Informasi Perpustakaan Pada Madrasah Aliyah Negeri (MAN) Kaur Wahid, Abdul; Khairil, Khairil; Zulfiandry, Ricky
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.v21i2.9263

Abstract

The development of education is inseparable from competition between schools to produce the best graduates. MAN Kaur is also striving to improve the quality of education by providing various facilities for students, especially libraries. This study aims to design and develop a web-based library information system at MAN Kaur. This system was developed to address issues in library management that are still done manually, such as recording loans, returns, and managing member data, which are prone to errors and data loss. The system development uses Waterfall method, which consists of the stages of needs analysis, design, implementation, testing, and maintenance. The main features built into the system include book data management, member data, borrowing and return transactions, as well as the automatic and structured generation of reports. Based on the implementation results, this information system is effective in improving operational efficiency and data management accuracy. Additionally, the system supports enhanced library service quality and serves as an appropriate solution for meeting digitalization needs within the school environment, particularly for MAN Kaur.
Implementasi Metode Naive Bayes Dalam Pengelompokkan Data Penyakit Berdasarkan Indeks Masa Tubuh Pada Puskesmas Babatan Gultom, Doni Johan; Khairil, Khairil; Suryana, Eko
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.v21i2.9266

Abstract

The purpose of this study is to apply the naïve bayes algorithm for classifying Body Mass Index at the General Polyclinic of the Babatan Health Center UPTD. The diagnosis of Body Mass Index is one of the diagnoses with severe conditions that are often complained about at the Babatan Health Center Polyclinic. However, the problem in its service is still very limited because doctors are only on duty for 2 days in one week. Therefore, a method is needed that is able to classify the level of risk of Body Mass Index that occurs at the Babatan Health Center UPTD so that it can be handled immediately with appropriate actions using the Naïve Bayes method. From the results of the tests carried out, the Naïve Bayes method can be used as a solution in using this system. In its application, the Naïve Bayes method can classify the type of Body Mass Index at the Babatan UPTD
Sistem Informasi Nilai Siswa Berbasis Web Pada SMP Negeri 26 Seluma Indriani, Inda Mareta; Khairil, Khairil; Sari, Venny Novita
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.v21i2.9268

Abstract

Student grading process is an important part of supporting the teaching and learning process in schools. However, at SMP Negeri 26 Seluma, the grading process is still done manually using Microsoft Word, which is prone to input errors, data duplication, and data loss. To address these issues, a web-based student grading information system was developed with the aim of improving efficiency, accuracy, and data security. The development method used is the Waterfall model, which includes the stages of requirements analysis, system design, implementation, testing, and maintenance. The system was built using PHP programming language, MySQL database, and supported by frontend technologies HTML and CSS. The result of this research is an information system capable of effectively managing student grading data, enabling homeroom teachers to enter and process grades, and providing students with access to view their grades independently through a web portal. The implementation of this system is expected to improve the efficiency of school staff and academic information transparency at SMP Negeri 26 Seluma
Implementasi Sistem Informasi Data Alumni Berbasis Web Pada SMP N 18 Bengkulu Selatan Linia Junita, Empi Desni; Khairil, Khairil; Zulfiandry, Ricky
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.v21i2.9284

Abstract

The development of information technology aims to facilitate various activities, including data management and the rapid and accurate presentation of information. SMP Negeri 18 South Bengkulu, the manual management of alumni data is considered inefficient and prone to data loss, necessitating a web-based information system capable of securely storing and presenting alumni data in a structured and easily accessible manner. This study aims to develop an alumni information system that can improve data management efficiency, accelerate information access, and reduce the risk of data loss or damage. The method used in developing this system is the waterfall approach, which includes the stages of needs analysis, system design, implementation, testing, and maintenance. The results of the study show that the developed information system functions well as an alumni information center, facilitates interaction between alumni and the school, and supports the school's professional image through integrated data management. Thus, this system makes a real contribution to improving the quality of alumni information services in the school environment
Sistem Informasi Data Siswa Pada Sekolah Dasar Negeri 042 Bengkulu Utara Menggunakan PHP Dan MYSQL Handayani, Setiaji Ayu; Khairil, Khairil; Sari, Venny Novita
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.v21i2.9304

Abstract

Rapid developments in information technology have encouraged many educational institutions to implement digital systems for data management. SDN 042 North Bengkulu previously used Microsoft Excel to record student data, but this method was inefficient and prone to errors, especially with the increasing number of students. The purpose of this study was to create a web-based information system using PHP and MySQL, which is expected to improve efficiency, accuracy, and security in student data management. The method used in developing the system was the waterfall method, with stages of requirements analysis, system design, code writing, testing, and implementation and maintenance. The result of this research is a student data information system developed for SD N 042 North Bengkulu that successfully meets the school's administrative needs effectively. This system facilitates online recording, searching, and reporting of student data. Because it is web-based, this system can be accessed at any time from various devices and is proven to be more practical than the previous manual method
Rancang Bangun Website Desa Bumi Harjo Nurjanah, Firda; Khairil, Khairil; Sari, Venny Novita
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.v21i2.9341

Abstract

Bumi Harjo Village still faces challenges in delivering information and administrative services manually, which hinders residents' access to village services. To address this issue, a website is needed to facilitate access to information and improve the efficiency of services digitally. The use of information technology at the village level is a strategic step in achieving transparency and better public services. This study aims to design and build an official website for Bumi Harjo Village as a medium of information and communication between the village government and the community. The website is designed with key features such as village profiles, village news and activities, public services, village institution information, budget transparency, and contact pages. The system development method uses the RAD (Rapid Application Development) approach, which allows the design and implementation process to be carried out iteratively and quickly. The technologies used include HTML, CSS, PHP, and MySQL database. The target users of this system are village residents, village officials, and the general public who need access to information related to village activities and services. Testing was conducted using the blackbox testing method to ensure that all functions run as required. The results of this design show that the website can increase transparency, accelerate information dissemination, and support active community participation in village development.
Pembuatan Game Edukasi Tebak Gambar Berbasis Andoid Dewantara, Dewantara; Khairil, Khairil; Sallaby, Achmad Fikri
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.v21i2.9373

Abstract

The current development of technology provides great opportunities in the field of education, one of which is through educational game media. This research aims to design and develop an Android-based educational game that can be used as an interactive learning medium for early childhood, specifically for students of Pajar Harapan Kindergarten in South Bengkulu Regency. This game features a picture guessing concept with three main themes: names of animals, names of fruits, and Indonesian national heroes, where players must arrange letters or answer multiple-choice questions based on the images displayed. The development method used is the Waterfall model, which includes stages of analysis, design, implementation, testing, and maintenance. Testing results indicate that this game can enhance children's interest in learning by presenting material in a fun and interactive manner. Feedback from teachers and students regarding this application is also positive, indicating that the game is effective as an alternative learning medium. It is hoped that this application can continue to be developed and used more widely in early childhood education environments
Analisis Kinerja Jaringan Wireless Di Poltekkes Kemenkes Bengkulu Putri, Anggita Gledisyah; Khairil, Khairil; Akbar, Abdussalam Al
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.v21i2.9379

Abstract

Poltekkes Kemenkes Bengkulu, as a higher education institution in the health sector, requires fast, stable, and secure internet access to support various academic activities such as e-learning, research, and campus administration. Students and lecturers heavily rely on the wireless network to access digital resources, conduct online communication, and manage academic information. The current wireless network infrastructure at Poltekkes Kemenkes Bengkulu consists of 37 Ruijie brand Access Points (APs) distributed across the campus buildings. All APs operate on 2.4 GHz and 5 GHz frequencies and use IEEE 802.11ac/n standards to support high-bandwidth needs. These APs are utilized for academic learning activities, accessing academic resources, and administrative services for students, lecturers, and academic staff. The quality of the wireless network at Poltekkes Kemenkes Bengkulu is considered excellent, with high download and upload speeds indicating the network's capability to handle bandwidth-intensive internet activities. A ping value below 20 ms demonstrates very low latency, allowing for fast and real-time data communication. Based on the analysis using the Quality of Service (QoS) method, the results show that the wireless network performance at Poltekkes Kemenkes Bengkulu is highly satisfactory in terms of packet loss, delay, jitter, and throughput
Co-Authors Aan Marsela Abdul Hadi Abdul Wahid Abdullah Abdullah Abdullah Abdullah Abdussalam Al Akbar Achmad Fikri Sallaby Ade Pratama, Efran Fernando Adha, Iqbal Rahmat Adi Setiawan Adiansyah, Febri Adyatma, Rayos Afrija, Lia Nur Agus Kurniawan, Rafiq Aji Sudarsono Akbar, Abdussalam Al Ali, Adiwijaya ALI, NURDIN Alinse , Rizka Tri Ambarwati, Dea Ananda Amin, Pangeran Al Andi Hartono, Andi Andry, Ricky Zulfi Antoni, Ariska Apriani, Ramalia Apriansyah, Deri Aprianto, Sandi Aptrio, Zendi Aripilahi, Edwin Arsy Tiara, Annisa Asiah MD Asnawati Asnawati Asri Gani Asyari, Ahmad Asyhari, Ahmad Azhari Azhari Aziz, Muhammad Al Bagus Putra Wijaksana Beny Setiawan Beti , Ilayati Beti, Ila Yati Budiarti, Iis Giri Carmen Martin Catrayasa, I Wayan Cesar R. Chamorro Chairunnisa Chairunnisa Cut Nurmaliah D., Asiah M. Datu, Irka Tangke David Alvindo deri apriansyah Devi Syafrianti Dewangga, Hoki Dewantara, Dewantara Dharma, Andree Adhi Diah Azhari Dimas Aulia Trianggana Dwipoyono, Nopri Eddy Koesoemanegara Eko Prasetyo Rohmawan Eko Suryana Elka Lukman Hakim Ernawati Ernawati Evi Salasiah A, Evi Salasiah Faisal Faisal Faisal Mustafa Fajriana, Mona Fat, Pohaja Syahrul fathur hadyan Fatimah, Dimas Mekar Ayu Fazrina Fazrina Felino, Ferdianto Feri Hari Utami, Feri Hari Ferry Hari Utami Fitria, Humairah Fredricka, Jhoanne Gultom, Doni Johan Hafnati Rahmatan Hamdani Hamdani Handayani, Lefi Evti Handayani, Setiaji Ayu Handayani, Sri Hani, M. Reza Hanila, Siti Hari Aspriyono Hasanuddin Hasanuddin Hasanuddin Hasanuddin Hedriansyah Hedriansyah Hendri Alamsyah Herlina Latipa Sari Hermana, M.Arafat Herri Fariadi, Herri Herrianto, David Heti Heti, Heti IDA SAFITRI Indra Kanedi Indriani, Inda Mareta Irawansyah, Riki Irwanda, A’af Teguh Ismul Huda Iswadi Iswadi Jose J. Segovia Juju Jumadi Julia Julia Julistina, Melly Juniansyah, Dedy Jusuf Wahyudi Juwita, Wenty Ratna Kemal Atatur, Alvin Mustofa Kemala Sari Ketut Tirtayasa Khairunisak Khairunisak Kodia, Elsi Kusmajid, Kusmajid Leni Natalia Zulita Lia Astari Lianda, Deri Linia Junita, Empi Desni Liza Yulianti Luh Putu Ratna Sundari Luthfi Luthfi M Ali S Mahidin Mahidin Malia Safriani Maulita, Anis Mesterjon Mesterjon Miguel A. Villamanan Moh Syahrul A’dlom Muhammad Syukur Muhibbuddin Muhibbuddin Muthoharoh, Marfuatin Nasution, Raihan Novanza Natalia, Leni Ngaliman, Ngaliman Ningrum, Endah Puspa Ninosari, Devina Noviasyah, Nonong Novita Sari, Venny NST, Khairil Fajri Nugroho Ponco Riyanto Nur Aisyah Jalali, Nur Aisyah Nurjanah, Firda Nur’aini, Hesti Oktaria, Nenni Pebrianto, Debi Prama Wira Ginta Pratama, Yudha Pratiwi, Ii Putra, Adi Pramono Putra, Januar Syah Putra, Oktian Dwi Pradana Putri, Anggita Gledisyah Putri, Suryani Rizki Rahmadhan, Ihsan Rahman, Riski Rahmatan*, Hafnati Ramadani, Tri Rena Ariyanti Ridwan, Ridwan Riyanto, Defri Rizki bunga ameli Rizkina Manik Rohmawan, Eko Prasetiyo Rosdiana Meliana Situmorang ROSMERI, ROSMERI Roy Syahputra Rozzi, Yoli Andi Rusli, Govi S Siswanto Sabuki, Sabuki Sahputra, Ikwan Sallaby, Achmad Fikri Samingan Samingan Sania, Yuni Santoso, Feby sapri sapri Sapri Sapri Saputra, Aditia Saputra, Mahendra Saputra, Muhammad Azan Dwi Saputra, Peni Saputra, Tommy Ade Sari, Apriani Purwita Sari, Venny Novita Sartika, Devi Sarwendah Ratnawati Hermanto Sarwo Edhy Sofyan sefriansyah sefriansyah sefriansyah, sefriansyah SEPTIAN, DWI Shobori, Ihsan Silviani, Yessi Sofyan, Sarwo Edhy sono, Aji Sudar Supardi, Reno Supriatno Supriatno Suwarni Suwarni Suwarni, Meli Syafputra, Herizal Syaputra, Robby T.M.I. Mahlia Tarsani, Tarsani Toibah Umi Kalsum Tongku Nizwan Siregar Tutiliana ., Tutiliana Utama, Anugrah Utama, Delta Anugrah Utama, Reza Afrio Utami, Liza Venny Novita Sari Wahyu Hidayat Wahyudi, Aryo Sumirso Wandi, Dehar Wijaya, Hendi Raden wijaya, randi Wulandari Wulandari Wusnah Wusnah, Wusnah Yasa, Pri Yogha yono, Hari Aspri Yupianti, Yupianti Yurni Suasti Yusuf, Abdilah ZARKASI, MUHAMMAD Zulfiandry, Ricky Zulfiandy, Ricky