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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.
Penerapan Metode Certainty Factor Untuk Diagnosis Penyakit Otitis Media Di Rumah Sakit Bhayangkara Bengkulu Rahayu, Nengsi; Aspriono, Hari; lianda, Deri
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.v21i2.9339

Abstract

Bhayangkara Bengkulu Hospital is one of the private general hospitals and is one of the type C hospitals in the Bengkulu region. Bhayangkara Bengkulu Hospital provides health services supported by specialist doctor services and supported by other medical facilities. During 2023 at Bhayangkara Hospital, there were 272 patients who consulted doctors regarding Otitis Media (middle ear disease). Otitis media generally attacks children, especially under 6 years of age. The trigger is obstruction of the "eustachian tube" and a weakened immune system in children. The term otitis media comes from Latin, namely oto- "ear", itis "inflammation," and medi- for "middle". Otitis Media that is not treated properly can cause serious complications, such as permanent hearing loss. The expert system for diagnosing otitis media using the Certainty Factor Method can be accessed online with internet access via the web link https://otitismediarsbhayangkarabkl.online/. This expert system application is made using the PHP programming language and MySQL database. The application has embedded the Certainty Factor Method which is used to trace otitis media disease based on the symptoms experienced by the patient. The application of the certainty factor method for the diagnosis of otitis media disease at the Bhayangkara Bengkulu Hospital can help in diagnosing otitis media disease, by providing consultation directions starting from entering symptoms to getting consultation results and solutions provided to overcome the disease. Based on the system testing that has been carried out, it can be concluded that the functionality of the application has run well and this expert system can provide consultation results based on symptoms selected by the patient through the Certainty Factor method stages
Implementasi Metode Kano Dalam Menganalisis Kepuasan Pasien Pada Klinik Pratama Dehasen Berbasis Website Irawansa, Doni; Kanedi, Indra; Lianda, Deri
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.v21i2.9380

Abstract

Patient satisfaction in healthcare services is very important to pay attention to because it can provide an overview of service quality. Patients will feel satisfied if the healthcare services they receive meet or exceed their expectations, and conversely, patient dissatisfaction or disappointment will arise if the healthcare services they receive do not meet their expectations. KANO is one of the methods used to assess patient satisfaction with service quality and measure service quality by identifying patient preferences and categorizing service attributes. Thus, patient satisfaction is the level of feeling patients experience as a result of the healthcare services they receive after comparing them with their expectations. The system implementation uses PHP programming language, and the method employed in this study is System Development Life Cycle method. From the results of the testing conducted, it can be concluded that patient satisfaction using this method can be achieved effectively and establish high-quality service standards
GAME EDUKASI TEBAK BANGUN RUANG DAN BANGUN DATAR UNTUK KELAS 1 MENGGUNAKAN CONSTRUCT 2 BERBASIS HTML5 Priyambodho, Dimas Dwi Cahyo; Kanedi, Indra; Lianda, Deri
Jurnal Ilmiah Rekayasa dan Manajemen Sistem Informasi Vol 9, No 2 (2023): Agustus
Publisher : Universitas Islam Negeri Sultan Syarif Kasim Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24014/rmsi.v9i2.23280

Abstract

Technology development is running very fast along with human needs. The rapid development of technology also extends to the world of education. One of the technological developments is educational games which were created as learning media to support teacher teaching and learning activities. This study aims to build a game as a means of increasing students' knowledge of the types and shapes of plane shapes and geometric shapes. This Educational Game was built using the Multimedia Development Life Cycle (MDLC) method with the game development stages consisting of concept, design, material collecting, assembly, testing and distribution. The results that can be obtained in this study are to create a game application as a learning media for class 1 of Elementary School in the introduction of  the two and three-dimensional figure for class 1 using  HTML5-based.
The Expert System For Diagnosing Rotavirus Infection For Babies Using Forward Chaining Method Marlis, M Jefriandi; Sapri, Sapri; Lianda, Deri
Journal of Multidisciplinary Research Vol. 2 No. 1 (2025): Oktober
Publisher : Utami Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70963/jmr.v2i1.371

Abstract

Forward chaining is a search method that begins by displaying convincing data or facts to reach a final conclusion. This method is applied to identify rotavirus infections in BABY to assist medical personnel and the community in early detection. The detection process, which was previously done manually, was considered inefficient in data management and did not utilize database-based digital storage technology. This study designed and developed a web-based expert system application using PHP and MySQL so that it can be easily accessed by users and related parties. Functionality testing was carried out using the black-box method on six main components, including registration, symptom data input, disease data input, rules data input, advice and solution data input, and output results. The test results showed that all system modules functioned as expected. This expert system has been proven to improve the efficiency of the early identification process for rotavirus infection, maintain data storage security and order, and facilitate digital access to information. With the support of Forward Chaining method, this system is expected to assist the community and medical personnel in early detection and more effective initial treatment.