Predicting MBTI Personality type with K-means Clustering and
Por um escritor misterioso
Last updated 16 setembro 2024
A way to analyze the user's data posted on social media by combining two existing machine learning algorithms, such as K-Means Clustering and Gradient Boosting, in order to predict user personality type is proposed. Personality refers to a characteristic pattern of thoughts, behavior, and feelings that makes a person unique. Asking users to fill a questionnaire to get their personality insights could be inaccurate because the users are conscious and try to take a careful approach when filling the survey. However, when it comes to social media, users do not take any consideration before posting their opinions on social media. Therefore, the data obtained from social media could be precious to determine the user personality type. In this paper, we propose a way to analyze the user's data posted on social media by combining two existing machine learning algorithms, such as K-Means Clustering and Gradient Boosting, in order to predict user personality type. Moreover, this research helps to analyze the empirical relation between the user's data posted on social media and the user's personality. In this paper, we used The Myer-Briggs Type Indicator (MBTI) introduced by Swiss psychiatrist Carl Jung. MBTI is based on sixteen personality types, and they act as a valuable reference point to understand a person's unique personality. The technique of combining these two machine learning algorithms gave accurate results than the traditional naive Bayes classification and other algorithms. Results of this study can help bloggers and social media users to know what type of personality they are showing on the social media with the data they posted on the internet.
PDF) Personality Type Based on Myers-Briggs Type Indicator with Text Posting Style by using Traditional and Deep Learning
What personality types are the best matches. Which are the worst? - Quora
Personality prediction and natural language processing using python
Predicting MBTI Personality type with K-means Clustering and Gradient Boosting
Group 13 - The Tokenators
Interpreting the Myers-Briggs Type Indicator to Help Clients in Understanding Their Strong Interest Inventory - Charles C. Healy, 2000
A Framework for Determining the Big Five Personality Traits Using Machine Learning Classification through Graphology
Personality Prediction Project 848c5 - Notebook by Sailesh Kumar (sailesh953)
Information, Free Full-Text
Personality Detection via MBTI Test
Study of Approaches to Predict Personality Using Digital Twin
Predicting MBTI Personality type with K-means Clustering and Gradient Boosting
Finding Relationships between Socio-Technical Aspects and Personality Traits by Mining Developer E-mails – arXiv Vanity
A deep learning approach to text-based personality prediction using multiple data sources mapping
Recomendado para você
-
WhY stranger things character matches your mbi ? : r/StrangerThings16 setembro 2024
-
Jonathan Byers Personality Type, Zodiac Sign & Enneagram16 setembro 2024
-
mel⋆。° ✩ on X: i enjoy remembering that i have the same MBTI type as will byers / X16 setembro 2024
-
The Ultimate Star Wars MBTI Chart, StarWarsPersonalities.wordpress.com16 setembro 2024
-
Stranger Things: Jonathan Byers [ISFP 9w8] – Funky MBTI16 setembro 2024
-
i thought i am an isfj/isfp/esfj. But how i got these results then? Pls help (sorry for bad english) : r/MbtiTypeMe16 setembro 2024
-
Myers Briggs Personality Test: Let's Explore Your Personality Type!16 setembro 2024
-
ISFJ personality profile – Myers Briggs (MBTI) personality types16 setembro 2024
-
MBTI Character Bookmark - Finland16 setembro 2024
-
Predicting MBTI Personality type with K-means Clustering and Gradient Boosting16 setembro 2024
você pode gostar
-
SECITEC - um breve histórico — IFBA - Instituto Federal de Educação, Ciência e Tecnologia da Bahia Instituto Federal da Bahia16 setembro 2024
-
Top 5 Nintendo Switch Games You Should Play16 setembro 2024
-
Review] Mortal Kombat (2021) is a Frenetic and Gloriously Over-the-Top Love Letter to the Fans — Gayly Dreadful -- Bursting out of your closet with the latest horror reviews16 setembro 2024
-
Convite Festa de Boteco Pacote com 8 unidades por R$8,0016 setembro 2024
-
Found my old FFXI copy from my Xbox 360 days! : r/ffxi16 setembro 2024
-
Spider-Man: Far From Home - Rotten Tomatoes16 setembro 2024
-
Arakawa Under the Bridge Vol. 14, de Nakamura, Hikaru. Editora Panini Brasil LTDA, capa mole em português, 202116 setembro 2024
-
Heavy Truck Simulator mod apk (Dinheiro) download para android16 setembro 2024
-
Crazy Taxi - Wikipedia16 setembro 2024
-
Jogos de tabuleiro para crianças: conheça 4 opções incríveis16 setembro 2024