Klastering K-Medoid Untuk Entrepreneur Sorgum

Revitriani, Marina (2023) Klastering K-Medoid Untuk Entrepreneur Sorgum. INTEGER: JOURNAL OF INFORMATION TECHNOLOGY. (Unpublished)

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Abstract

Since 2009 Universitas Wijaya Kusuma Surabaya has established the Unit Entrepreneurship Sorghum (UES) and collaborated with sorghum producers in several areas on Java. UES wants to create a system that can help clearly classify the activities of each sorghum entrepreneur, so that UES can provide business assistance to sorghum entrepreneurs in a targeted manner. The number of groups receiving assistance to sorghum entrepreneurs is divided into 5 groups, namely: Sorghum entrepreneur who has the smallest business capital, Sorghum entrepreneur who has a large number of regular customers, Sorghum entrepreneur which has a small number of employees, Sorghum entrepreneur promoting on social media, Sorghum entrepreneur who has the least income. The researcher uses the k-medoids algorithm from the clustering technique in classifying sorghum entrepreneurs. The results show that there are 6 sorghum entrepreneurs in the 1st cluster, 9 sorghum entrepreneurs in the 2nd cluster, 4 sorghum entrepreneurs in the 3rd cluster, 6 sorghum entrepreneurs in the 4th cluster and 10 sorghum entrepreneurs in the 5th cluster. In addition, the results of the evaluation using the KMedoids method obtained a Silhouette Index of 0.5787 and included in the Reasonable Structure has been founded criteria. Besides that, the results of testing the effect of the k-fold value are the best percentage found in the k-fold value = 6 with an accuracy value of 34.597%.. Keywords: entrepreneur sorgum, clustering, k-medoids, Unit Entrepreneurship Sorghum.

Item Type:	Other
Subjects:	T Technology > T Technology (General)
Divisions:	Faculty of Engineering > Civil Engineering Study Program
Depositing User:	Sulimin BP3
Date Deposited:	14 Sep 2023 05:18
Last Modified:	14 Sep 2023 05:18
URI:	http://erepository.uwks.ac.id/id/eprint/15437

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