Instal : Jurnal Komputer
Vol 16 No 01 (2024): Instal : Jurnal Komputer

Identifying Characteristics of Coffee Beans Using the Case Based Reasoning Method

Lazary Siahaan, Kharis Bobo (Unknown)
Yusman, Yanti (Unknown)
Lesmana Siahaan, Muhammad Donni (Unknown)



Article Info

Publish Date
23 Feb 2024

Abstract

Using Case-Based Reasoning (CBR) method as an approach to identify the characteristics of coffee beans. CBR is a method that uses knowledge from past cases to solve new problems by finding similar cases based on them and applying the same solution. This database is used to match existing coffee bean standards with future identified coffee bean characteristics. Two types of coffee beans, Arabica and Robusta, are used as case studies to identify new coffee beans. A program will be developed to implement the system using Matlab application as the system design. Arabica coffee bean varieties were found to be the most similar with a value of 0.66% for case A. The calculation result of case B shows that the most similar Robusta coffee bean variety has a similarity of 1%. The identification results have their own coffee bean variety suitability values for each case. As a result, the program created allows even laypeople to easily identify the type of coffee beans.

Copyrights © 2024






Journal Info

Abbrev

Instal

Publisher

Subject

Computer Science & IT Decision Sciences, Operations Research & Management

Description

Focus And Scope Instal : Jurnal Komputer is a peer-reviewed scientific journal published by CV. Cattleya Darmaya Fortuna which has been published since 2009. The aim of this journal is to publish high-quality articles dedicated to all aspects of the latest outstanding developments in the field of ...