Jurnal Ilmiah Teknik Industri
Vol. 20, No. 2, December 2021

Classification of Small and Medium Industry (SMI) in Malang Regency Using K-Means based Clustering Method

Sunday Noya (Unknown)
Novenda Kartika Putrianto (Universitas Ma Chung)
Weshley Valentino Salendu (Unknown)



Article Info

Publish Date
31 Dec 2021

Abstract

Information in the form of a structured database becomes an inevitable requirement in the management and development of an organization. In Malang Regency, there are thousands of Small and Medium Industries (SMIs) that have not been completely recorded. This makes it difficult for stakeholders to find out the profile and potential of SMIs, especially SMIs that require special attention. This study aims to classify SMIs in Malang Regency by utilizing the K-means clustering method, using 5 clustering variables: the type of business, investment value, business age, product variations, and average monthly income. The data used in this study is primary data which consist of the five variables of the 183 SMIs sample located in Malang Regency. The result is that the SMIs are classified into 3 clusters, and patterned based on investment value, business age, and average monthly income. Nearly 90% of SMIs are grouped into clusters with the lowest specifications which provide an overview of the current condition of SMIs in Malang Regency.

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Journal Info

Abbrev

jiti

Publisher

Subject

Industrial & Manufacturing Engineering

Description

Jurnal Ilmiah Teknik Industri is a scientific journal that aims to participate in developing the scientific field of Industrial Engineering, contains the results of research and theoretical study from lecturers, researchers and industry practitioners. Jurnal Ilmiah Teknik Industri is administered by ...