User Personality Prediction on Facebook Social Media using Machine Learning

Dr. S. R. Jadhao; Poonam L Patil

Title:
User Personality Prediction on Facebook Social Media using Machine Learning

Authors:
Poonam L Patil | Dr. S. R. Jadhao

Cite This Article :

Poonam L Patil | Dr. S. R. Jadhao "User Personality Prediction on Facebook Social Media using Machine Learning" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-4 | Issue-6, October 2020, pp.503-509, URL: https://www.ijtsrd.com/papers/ijtsrd33414.pdf

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Abstract :
In recent years, Social network use is increasingly build-up. The various statistics are split widely through social media Such as Facebook, Twitter. Data about the person and what they communicate through the status updates are important for research in human personality. This paper intends to scrutinize the forecasting of personality traits of Facebook users bases on machine learning and part of the Big ?ve model this experiment uses my personality data set of Facebook users are used for linguistic factors respective to personality correlation. We used the Data Prepossessing concept of data mining after that feature Extraction. Next, we will work on feature selection. The Personality Prediction system built in the XGboosting classi?cation model.

Keywords :
social media, big five model, machine learning, personality prediction, feature analysis, social network

Publication Details:

Unique Identification Number : IJTSRD33414

Published In : Volume-4 | Issue-6, October 2020

Page Number(s) : 503-509

Publisher Name : IJTSRD | www.ijtsrd.com | E-ISSN 2456-6470

Copyright © 2019 by author(s) and International Journal of Trend in Scientific Research and Development Journal. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0) (http://creativecommons.org/licenses/by/4.0)

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