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All Journal IKRA-ITH Informatika : Jurnal Komputer dan Informatika Jurnal Minfo Polgan (JMP)
Jessica Daniel Joni
Universitas Negeri Manado
Computer Science & IT Library & Information Science Mathematics Social Sciences

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Development Of A Web-Based Supply Chain Management System At The Minahasa Cooperatives And Umkm Service Using The K-Means Algorithm Jessica Daniel Joni; Quido C Kainde
Jurnal Minfo Polgan Vol. 13 No. 1 (2024): Artikel Penelitian
Publisher : Politeknik Ganesha Medan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33395/jmp.v13i1.13513

Abstract

The development of Micro, Small and Medium Enterprises (MSMEs) plays a very important role in the regional economy. Therefore, a Supply Chain Management (SCM) system is a very important aspect of business operations that involves coordinating the activities involved in the production and delivery of goods and services to customers. SCM can be applied to small and medium enterprises (MSMEs) in the Minahasa Cooperatives and UMKM Department to improve their performance and competitiveness. SCM aims to efficiently manage the flow of goods, information and capital from suppliers to end consumers. This research aims to design and develop a web-based Supply Chain Management system for the Department of Cooperatives and MSMEs by applying the k-means algorithm for customer segmentation. In this research, the K-Means algorithm is used to group similar data points. This algorithm works by defining clusters so that the total intra-cluster variation (known as total within-cluster variation) is minimized. The results of this research can help increase the efficiency and effectiveness of supply chain management. In developing this system, customer, supplier and product data were successfully grouped into several groups based on similar characteristics using the k-means algorithm. Apart from that, the system that has been developed can also help facilitate the SCM process by utilizing information technology.
Penerapan Algoritma Greedy Pada Aplikasi Pelayanan GGP Wilayah Baruppu’ Berbasis Web Jessica Daniel Joni; Quido C. Kainde; Gladly Caren Rorimpandey
IKRA-ITH Informatika : Jurnal Komputer dan Informatika Vol. 10 No. 1 (2026): IKRAITH-INFORMATIKA Vol 10 No 1 Maret 2026
Publisher : Fakultas Teknik Universitas Persada Indonesia YAI

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Pelrkelmbangan telknologi informasi yang selmakin maju tellah melmbelrikan kelmudahan bagi belrbagai bidang, telrmasuk pada selktor kelagamaan. Gelrelja selbagai organisasi kelrohanian melmbutuhkan sistelm informasi yang mampu melndukung manajelmeln pellayanan, pelnyelbaran informasi ibadah, selrta pelndataan jelmaat selcara elfelktif dan elfisieln. Di Gelrelja Gelrakan Pelntakosta (GGP) Wilayah Baruppu’, pelnyampaian informasi jadwal pellayanan masih dilakukan selcara manual mellalui meldia kelrtas, selhingga tidak melrata ditelrima olelh jelmaat dan melnyulitkan pimpinan wilayah dalam melmpelrolelh data jelmaat keltika telrjadi pelrubahan. Untuk itu, pelnellitian ini melrancang aplikasi pellayanan GGP Wilayah Baruppu’ belrbasis welb delngan melnelrapkan algoritma Greleldy dalam prosels pelnjadwalan ibadah. Algoritma Greleldy dipilih karelna mampu melneltapkan kelputusan telrbaik selcara lokal pada seltiap langkah, selhingga melndukung prosels pelnjadwalan ibadah tanpa telrjadinya suatu belntrokan waktu, telmpat dan yang mellayani. Pelnellitian ini belrtujuan melrancang sistelm Pellayanan GGP Wilayah Baruppu’ delngan melnggunakan Algoritma Greleldy, untuk melmbantu melmudahkan pimpinan dan pelngurus dalam melngellola jadwal pellayanan yang ada dalam organisasi GGP Wilayah Baruppu’. Meltodel pelngelmbangan sistelm melnggunakan pelndelkatan prototypel yang melmungkinkan pelngguna mellakukan elvaluasi seljak tahap rancangan awal hingga implelmelntasi. Hasil pelnellitian melnunjukkan bahwa aplikasi yang dikelmbangkan mampu melnyeldiakan pelnjadwalan pellayanan selcara otomatis tanpa telrjadi belntrokan, melnyajikan informasi pellayanan dan ibadah selcara akurat, selrta melmudahkan prosels pelndataan jelmaat olelh pelngurus wilayah. Delngan delmikian, sistelm ini dapat melndukung pelningkatan elfelktivitas manajelmeln pellayanan dan pelngellolaan data jelmaat di GGP Wilayah Baruppu’.
Co-Authors Gladly Caren Rorimpandey Quido C Kainde Quido Conferti Kainde