Jurnal Accounting Information System (AIMS)
Vol. 6 No. 1 (2023)

Cluster Barang Elektronik Mengguanakan Algoritma Fuzzy C-Means dengan Optimize Parameter Grid

Lutfi Hakim (STMIK IKMI Cirebon)
Irfan Ali (STMIK IKMI Cirebon)
Martanto Martanto (STMIK IKMI Cirebon)



Article Info

Publish Date
31 Mar 2023

Abstract

Electronic products are goods that are really needed at this time, because electronic goods really help humans in carrying out various daily activities, such as television, computers, cellphones, etc. The problem is how to apply the Fuzzy C-means method with Optimize Parameter Grid in the form of grouping electronic goods data for the needs of consumers used, and how to determine the optimum number of clusters from the use of the method used in grouping electronic goods data sets to find the best accuracy value. The purpose of this study was to apply the use of the fuzzy c-means algorithm in the case of grouping electronic data and produce an output to find out the best value of the electronic data used. While this research uses one method, namely the fuzzy cmeans algorithm with Optimize grid parameters which are included in the grouping rules in data mining. The research results are expected to be able to find the best electronic data set grouping based on the Davies Bouldin Index value resulting from the analysis of the fuzzy c-means algorithm at measure_type : NumericalMeasure, Dbi = 0.516 and measure_type : MixedMeasure, Dbi = 0.627.

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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 ...