Jurnal Accounting Information System (AIMS)
Vol. 4 No. 1 (2021)

Sistem Informasi Pengelompokan Pembayaran Denda Tilang Menggunakan Algoritma K-Means Clustering

Nana Suarna (STMIK IKMI Cirebon)
Nining Rahaningsih (STMIK IKMI Cirebon)
Nana Mulyanasari (STMIK IKMI Cirebon)
Usup Supendi (Universitas Ma’soem)



Article Info

Publish Date
31 Mar 2021

Abstract

This study Violation can be defined as a situation where there is a mismatch between the rules and implementation. The regulation is contained in Law Number 22 Year 2009, concerning "Road Traffic and Transportation" which has been stipulated by the state and is valid legally. The current problem shows, there is no information service system for ticket data management, unable to manage the process of grouping the results of the payment of fines properly, because the process is still manual by checking the data of offenders who have made payments, so it takes longer to process the grouping and data management payment results. The objectives of this study are: Knowing the success of the k-means clustering algorithm in the process of grouping the ticket data to the process of grouping the results of the payment of fines. This research uses the clustering method with the k-means algorithm which is one of the algorithms for the formation of data clusters. This algorithm works by dividing the data into k-clusters by grouping data based on certain classes which are then formulated the results by analyzing the articles that are violated and average. the total amount of the penalty payment. Research shows that information services for ticket data management using the k means clustering algorithm can simplify the process of grouping the payment of fines by more than 70%. This can be proven through the results of the hypothesis test which states that t count is smaller than t table with a value of -2.430 <2.178 so that Ha can be accepted and H0 is rejected.

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Journal Info

Abbrev

aims

Publisher

Subject

Computer Science & IT Economics, Econometrics & Finance Education Other

Description

Jurnal Accounting Information System (AIMS) is a scientific journal published by the Accounting Information Systems Study Program, Masoem University, Bandung. This journal is a forum for publication of scientific works in the form of writings by academics, researchers and practitioners on pure and ...