Jurnal Teknik Mesin, Industri, Elektro dan Informatika
Vol. 3 No. 1 (2024): Maret : JURNAL TEKNIK MESIN, INDUSTRI, ELEKTRO DAN INFORMATIKA

Penerapan Algoritma K-Means Untuk Clustering Big Five Personality

Patrick Lay (Unknown)
Ary Budi Warsito (Unknown)



Article Info

Publish Date
29 Dec 2023

Abstract

Personality is the combination of characteristics or qualities that form an individual’s distinctive character. Every individual on earth has different personalities depending on their biological and environmental factors. To find out about one’s personality, we can take a personality test which is a tool or method used to assess human personality. One of the most popular approaches to personality nowadays is the Big Five theory of personality, where this theory suggests that human personality is composed of five basic traits: Openness, Conscientiousness, Extroversion, Agreeableness and Neuroticism. While doing research, we found how some people tend not to have knowledge about their personality types. Therefore, we started this research with the aim of determining the user's personality, strengths and weaknesses of their personality in order to help them develop and improve themselves. This research used the PCA method and K-Means algorithm to aid in the clustering process.

Copyrights © 2024






Journal Info

Abbrev

jtmei

Publisher

Subject

Computer Science & IT Electrical & Electronics Engineering Industrial & Manufacturing Engineering

Description

JTMEI merupakan jurnal ilmiah berkala dengan ciri khas/identitas bidang Teknik (Mekanik, Elektrikal, Industri, Informatika, Sipil dan Sains). Tema makalah ini difokuskan pada aplikasi industri baru, kelautan dan pengembangan energi hijau yang ...