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All Journal Jurnal Komputer Terapan Journal of Applied Computer Science and Technology (JACOST) Jurnal Minfo Polgan (JMP)
Siti Aulia Rachmini
Universitas Sulawesi Barat
Computer Science & IT Library & Information Science Mathematics Social Sciences

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Implementasi Data Mining Menggunakan Algoritma Apriori Pada Sistem Persediaan Obat Di Puskesmas Banggae II Kabupaten Majene Aulia Rahman; Ismail; Arnita Irianti; Nurmaliana
Jurnal Minfo Polgan Vol. 12 No. 1 (2023): Article Research March 2023
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/jmp.v12i1.12334

Abstract

Puskesmas Banggae II Kabupaten Majene Provinsi Sulawesi Barat saat ini masih memiliki kendala dalam memprediksi kesesuaian stok obat yang dibutuhkan dengan ketersediaan stok yang ada. Hal ini disebabkan sistem pemesanan obat tersebut masih bersifat konvensional dimana pengecekan data persediaan obat dilakukan satu persatu kemudian di rekap dalam sebuah buku lalu dipindahkan kembali ke dalam laporan permohonan obat untuk selanjutnya diajukan ke Gudang Farmasi Majene atau Dinas Kesehatan Majene untuk dilakukan permintaan obat. Proses Data Mining menggunakan Algoritma Apriori ini di implementasikan menggunakan data transaksi obat pada Apotek Puskesmas Banggae II. Penelitian ini bertujuan untuk menemukan kecenderungan pola kombinasi pembelian obat atau produk. Hasil dari sistem tersebut dapat dijadikan sebagai informasi dalam pengambilan keputusan untuk mempersiapkan stok obat apa yang kosong dan harus diperhatikan ketersediananya dan obat apa yang kerap dibutuhkan oleh pasien. Algoritma apriori ini menggunakan nilai minimum support dan minimum confidence untuk jumlah frekuensi itemset dan rule yang akan dihasilkan. Output dari sistem ini dapat menemukan kecenderungan pola kombinasi pembelian obat yang kerap di lakukan dan dibutuhkan oleh pasien. Dengan adanya sistem ini diharapkan dapat menjadi rujukan pengambilan keputusan terkait stock obat yang harus tersedia sehingga tidak mengganggu pelayanan kesehatan di Puskesmas Banggae II Kabupaten Majene.
Analisis Transformasi Digital Pelayanan Publik Menggunakan Metode Gartner Analytic Asceedency (Studi Kasus : Pelayanan Perizinan Pemerintah Daerah Kabupaten Majene Aulia Rahman; Dian Megah Sari; Farid Wajidi
Jurnal Komputer Terapan Vol. 9 No. 2 (2023): Jurnal Komputer Terapan
Publisher : Politeknik Caltex Riau

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35143/jkt.v9i2.5916

Abstract

Public service is one of the activities carried out to fulfill the need for services to the community or individuals. With the outbreak of the Covid-19 virus some time ago, it demands public service delivery to innovate so that public services can run well and optimally even in a situation of physical distancing. One of the innovations was utilizing technology or digital transformation in public services. The aim of this study is to analyze the role and influence of digital transformation in improving licensing services in Majene Regency through the use of the Online Single Submission (OSS) application and the SiCantik Cloud application. The method used in this study is explanatory research with analytical techniques using Gartner Analytic Ascendency. The results of this study indicate that the Regional Government of Majene Regency needs to take persuasive approaches to remove existing obstacles to the use of digitalization in licensing services, such as regulating the use of regional digital-based licensing services in a binding regulation, conducting thorough education for users of licensing services, conduct outreach regarding the importance of this digital-based licensing service and expand the reach of fixed broadband and mobile broadband networks in Majene Regency. These things can be done by involving the cooperation of related agencies such as the Investment and One-Stop Integrated Services (DPMPTSP) and Communication, Information, Statistics and Coding Services (Dinas Kominfo) of Majene Regency.
Rancang Bangun dan Evaluasi Sistem Smart-Ponik Untuk Monitoring dan Automatisasi Tanaman Hidroponik Berbasis IOT dengan Protokol MQTT QTT Siti Aulia Rachmini; Muh. Rafli Rasyid; Chairi Nur Insani; Alim Rabbani
Journal of Applied Computer Science and Technology Vol. 6 No. 2 (2025): Desember 2025
Publisher : Indonesian Society of Applied Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52158/tpd2rq94

Abstract

Hydroponic farming, a soil-free farming method that has grown in popularity due to its efficient land use and ability to deliver high-quality yields. However, when managed manually, it often encounters issues such as inaccurate watering, imprecise nutrient regulation, and delays in detecting environmental changes. These factors can lead to reduced productivity and lower crop quality. This research aims to address these issues by developing Smart-Ponik, an Internet of Things (IoT)-based monitoring and automation system for hydroponic cultivation utilizing the Message Queuing Telemetry Transport (MQTT) protocol. The system integrates DHT22, soil moisture, and pH sensors to monitor key environmental parameters and transmits data in real time to a server for visualization through a web-based dashboard and automated notifications. The study employs a Research and Development (R&D) method consisting of needs analysis, system design, implementation, and testing. Experimental results show that the system achieves a 100% data transmission rate without packet loss, with an average latency of 0.00 seconds, and occasional delays of 0.01–0.02 seconds due to network fluctuations. Automated control of pumps and fans records a 95% success rate, while black-box testing demonstrates a 100% functional pass rate. In conclusion, Smart-Ponik proves effective for real-time monitoring and automation of hydroponic environments. The system minimizes manual errors, enhances environmental stability, and supports more consistent crop yields. These findings highlight the potential of IoT-based automation to improve precision agriculture practices and increase the reliability of hydroponic production.
Co-Authors Alim Rabbani Arnita Irianti Chairi Nur Insani Dian Megah Sari Farid Wajidi Ismail Nurmaliana Rasyid, Muhammad Rafli