Komparasi Metode Maut dan Moora dalam Pemilihan Sunscreen untuk Kulit Menggunakan Pembobotan ROC

Gusti Tarisa Mareti, Afifah Trista Ayunda
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Abstract

The skin is the outer layer of the human body that has various important functions. However, high sun exposure in Indonesia can cause damage to the skin due to ultraviolet rays. The use of sunscreen becomes important in preventing sunburn and skin cancer. Women with combination skin types often have difficulty choosing the right sunscreen. This study applies the Multi Attribute Utility Theory (MAUT) and Multi-Objective Optimization on The Basis of Ratio Analysis (MOORA) methods with the weighting of the Centroid Rank Order (ROC) method and the level of accuracy of MSE aims to produce decisions in choosing the right sunscreen for combination skin. At the methodology stage, data on criteria, sub-criteria, and alternatives are collected through observation and interviews. The criteria consist of 6 namely Benefit, Composition, Price, Vitamins, Side Effects, and Size. The ROC is used for weighting, while the MAUT and MOORA methods are used in the assessment and comparison of alternatives and MSE is used for the level of accuracy. The discoveries from this study hold the possibility to offer recommendations for choosing the best sunscreen for combination skin, namely A7 with the brand sunscreen Somethinc Comfort Correct for the MAUT method is 0.7134 and the MOORA method is 0.102. The results of the MSE calculation obtained a deviation value, namely the MOORA method with a value of 215.0091 better than the MAUT method of 207.4922. So that the MOORA method is the best method in choosing sunscreen for combination skin and aims to help people who are still having difficulty choosing the right sunscreen, so as to avoid mistakes in choosing inappropriate sunscreens that can have a negative impact on the skin
死亡方法和莫拉的比较皮肤选择用中华民国偷牛
皮肤是人体的外层,具有各种重要的功能。然而,在印度尼西亚,由于紫外线的照射,阳光暴晒会对皮肤造成伤害。使用防晒霜对于防止晒伤和皮肤癌变得很重要。混合性皮肤类型的女性通常很难选择合适的防晒霜。本研究运用多属性效用理论(MAUT)和基于比率分析的多目标优化(MOORA)方法,以质心秩序(ROC)法的权重和MSE的准确度水平为目标,为混合性皮肤选择合适的防晒霜做出决策。在方法论阶段,通过观察和访谈收集关于标准、子标准和备选方案的数据。标准包括6项,即功效、成分、价格、维生素、副作用和大小。ROC用于加权,而MAUT和MOORA方法用于评估和比较备选方案,MSE用于准确性水平。本研究的发现有可能为混合性皮肤选择最佳防晒霜提供建议,即品牌防晒霜somecomfort Correct的A7对于MAUT方法为0.7134,而MOORA方法为0.102。MSE计算结果得到一个偏差值,即MOORA方法的偏差值为215.0091,优于MAUT方法的偏差值为207.4922。因此,MOORA法是混合性皮肤选择防晒霜的最佳方法,旨在帮助那些仍然难以选择正确防晒霜的人,避免错误地选择不合适的防晒霜,从而对皮肤产生负面影响
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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