Case-based Reasoning for Skin Diseases Diagnose using Minkowski Distance

Mihuandayani, Yufika Sari Bagi, Theofani Christi Irene Momongan

2019

Abstract

The skin is one of the crucial organs in the human body because it functions to receive stimuli such as touch, pain and other influences from the outside. According to the data, skin disease is the third out of the ten most diseases in Indonesia, and the skin specialists carry out the treatment of patients. However, due to the limitations of the experts resulting in the slow handling of patients so that needed a tool that can help diagnose patients with skin diseases. Case-Based Reasoning is one of the problem-solving techniques to build a system by making decisions from new cases based on the solutions of the old cases that are closest to the new case. The process of diagnosis is to enter new problems, compared to the old case, and then calculate the value of proximity using Minkowski distance. This study produced a case-based reasoning system to diagnose skin diseases due to the virus and bacterial infections based on selecting the symptoms suffered by patients and providing treatment solutions. The testing is done by comparing the expert diagnosis data and system diagnostic results with 92.10 % accuracy.

Paper Citation

in Harvard Style

Mihuandayani., Sari Bagi Y. and Irene Momongan T. (2019). Case-based Reasoning for Skin Diseases Diagnose using Minkowski Distance. In Proceedings of the 4th International Conference of Vocational Higher Education - Volume 1: ICVHE, ISBN 978-989-758-530-2, pages 195-202. DOI: 10.5220/0010621900002967

in Bibtex Style

@conference{icvhe19,
author={Mihuandayani and Yufika Sari Bagi and Theofani Christi Irene Momongan},
title={Case-based Reasoning for Skin Diseases Diagnose using Minkowski Distance},
booktitle={Proceedings of the 4th International Conference of Vocational Higher Education - Volume 1: ICVHE,},
year={2019},
pages={195-202},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010621900002967},
isbn={978-989-758-530-2},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 4th International Conference of Vocational Higher Education - Volume 1: ICVHE,
TI - Case-based Reasoning for Skin Diseases Diagnose using Minkowski Distance
SN - 978-989-758-530-2
AU - Mihuandayani.
AU - Sari Bagi Y.
AU - Irene Momongan T.
PY - 2019
SP - 195
EP - 202
DO - 10.5220/0010621900002967