Sorghum Entrepreneur Marketplace Using K-Medoid Clustering

Noerhartati, Endang Sorghum Entrepreneur Marketplace Using K-Medoid Clustering. FAKULTAS SAINS DAN TEKNOLOGI UNIVERSITAS KANJURUHAN MALANG. (Unpublished)

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Abstract—Marketplace is a virtual market where the market becomes a meeting place for buyers and sellers to make transactions. Wijaya Kusuma University Surabaya has established an Entrepreneurship Sorghum Unit (UES) starting in 2009 and is collaborating with Sorghum Entrepreneurs in several areas in East Java. The method used is K-Medoid Clustering which aims to (1) create a marketplace for Sorghum Entrepreneurs who have joined UES, (2) Classify using the K-Medoid method to classify Sorghum Entrepreneurs based on the income that has been earned by UES, (3) Conduct mapping based on clustering results so that UES can provide assistance to sorghum entrepreneurs. From the results of the questionnaire, obtained data on the level of desire for UES for each variable from 35 sorghum entrepreneurs as respondents. Quantitative data obtained is then entered and then proceed with the clustering stage. The data is divided into several clusters based on the type of sorghum, products sold and sales results. After that, thecluster performance calculation is carried out by calculating the k-fold value. analysis of the results of testing the effect of the k-fold value is the best percentage found in the k-fold value = 6 with an accuracy value of 34.597%.Index Terms—entrepreneur sorghum;clustering;k-medoid;marketplace

Item Type: Other
Subjects: L Education > L Education (General)
Divisions: Faculty of Language and Science
Depositing User: Sulimin BP3
Date Deposited: 13 Mar 2024 02:00
Last Modified: 13 Mar 2024 02:00

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