Jupiter
Vol 14 No 1 (2022): jupiter April 2022

Case Based Reasoning untuk Klasifikasi Mutu Biji Buah Pala Kering

Deisya Maulida Al Hamid (Politeknik Negeri Fakfak)
Nelson Rumui (Politeknik Negeri Fakfak)
Syukron Anas (Politeknik Negeri Fakfak)



Article Info

Publish Date
15 Apr 2022

Abstract

Nutmeg (Myristica Fragnans) is a plant that has many benefits and is used in various industries. Indonesia is one of the world's largest producer and exporter of nutmeg seeds with a market share of 75 percent. Fakfak Regency is one of the largest nutmeg producing areas in Indonesia. There are 2 main categories, namely nutmeg with shell and nutmeg without shell. Nutmeg without shell has a high selling value because it has been processed where the shell from the nutmeg is separated from the seeds/contents/core from the nutmeg where there are 3 grades, namely grade 1 nutmeg ABCD, grade 2 Rimpel nutmeg, and grade 3 BWP nutmeg. The sorting process to select nutmeg seeds based on this grade is still carried out conservatively, namely by directly observing the nutmeg seeds one by one so that it takes time, effort and a large amount of money because it involves many workers, therefore a system is needed that can classify the quality of the seeds. Based on the grade of dried nutmeg, one of the expert systems that can accommodate the sorting process is Case-Based Reasoning. Based on the results of tests carried out using a confusion matrix, it shows that the system built has an overall accuracy of 90.5% and an overall system sensitivity of 71%.

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Journal Info

Abbrev

jupiter

Publisher

Subject

Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Electrical & Electronics Engineering Industrial & Manufacturing Engineering Library & Information Science

Description

Tentang Jurnal Ini Fokus dan Ruang Lingkup Bidang kajian yang dapat dimuat pada jurnal Jupiter meliputi dan tidak terbatas pada: Mobile Computing Image Processing Computer Graphic Artificial Intelligence Information Retrieval Computer Vision Algorithm & Complexity Data Mining Information System ...