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Penerapan Algoritma Apriori dalam Pengembangan Sistem Rekomendasi Produk untuk Meningkatkan Penjualan Impulsif melalui Analisis Pola Pembelian
Rahma Hidayani, Elsa
; Melri Deswina
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 3
, No 4
(2025)
This research aims to develop a recommendation system that can help retail business owners design more effective, data-driven promotional strategies. This system utilizes data mining techniques and the Apriori algorithm to extract association rules from consumer transaction data, thereby identifying more specific and accurate consumer purchasing patterns. Based on these patterns, the system can provide relevant promotional recommendations, such as product bundling, buy-one-get-one offers, or spe...
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Implementation of the Advanced Encryption Standard (AES) Cryptographic Algorithm in Library Information Systems for Member Data Security at the Cipanas Presidential Palace
Putri Maharani
; Jusmardi Jusmardi
; Ahmaddul Hadi
; Melri Deswina
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 3
, No 4
(2025)
This study aims to develop a data security system for the Pancadaya Waste Bank web-based application by implementing a hybrid cryptography algorithm combining AES and RSA. The main problem identified is the vulnerability of manually recorded and unsecured transaction data. The research applied a qualitative approach through interviews with system users and the Environmental Agency, as well as literature reviews on hybrid cryptography algorithms. The system was developed using the Rapid Applicati...
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Implementasi Algoritma K-Means Clustering untuk Pengelompokan Pola Permintaan Barang dalam Sistem Manajemen Inventori PT Semen Padang
Ifdal Lisyukri
; Melri Deswina
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 3
, No 4
(2025)
This research aims to implement the K-Means Clustering algorithm in clustering patterns of goods demand in the inventory management system at PT Semen Padang. With the development of industrial technology and the need for an efficient inventory management system, this research identifies problems faced by the company, such as manual records that are prone to errors and delays. The developed web-based system allows real-time data integration, automation of the goods request process, and analysis...
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Design of Travel Ticket Booking Application with Web-Based Chatbot Using Dialogflow Natural Language Processing (NLP)
Desi Susanti
; Resmi Darni
; Yeka Hendriyani
; Melri Deswina
Merkurius : Jurnal Riset Sistem Informasi dan Teknik Informatika
Vol 3
, No 1
(2025)
The rapid development of information technology and telecommunications has driven companies and MSMEs to adopt desktop, mobile, and web-based applications to enhance operational performance. PT HPS Painan Padang, previously relying on manual ticket bookings, faced challenges in efficiency and susceptibility to brokering practices. To address this, a web-based travel ticket booking application was developed, enabling customers to book tickets online more practically, quickly, and conveniently, an...
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