Personality Prediction of Facebook Users Using Machine Learning

The usage of social networks is rising in the past few years. Most of the frequently used information is widely shared via social media networks including Facebook, Twitter, Instagram etc. Via these platforms, people can show their feelings, expressions, emotions, and opinions. These platforms provide meaningful content about users and their personality traits. Such information can be exploited to analyze the personality of the end-users. In this research, we explored a novel technique for personality modelling using Big 5 traits. We propose a comprehensive framework and machine learning pipeline that can be adopted for personality prediction. In order to solve

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Publication Details

Journal
Societal Transformation AI and Big Data Journal
Published
2024-12-31
DOI
https://doi.org/10.20547/aibd.242203
Primary Topic
Personality Traits and Psychology
Type
article
Field-Weighted Citation Impact
0.00
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article

Personality Prediction of Facebook Users Using Machine Learning

Jawad Hassan, Razia Qamar
Societal Transformation AI and Big Data Journal
Personality Traits and Psychology
article

Personality Prediction of Facebook Users Using Machine Learning

Jawad Hassan, Razia Qamar
article en

Abstract

The usage of social networks is rising in the past few years. Most of the frequently used information is widely shared via social media networks including Facebook, Twitter, Instagram etc. Via these platforms, people can show their feelings, expressions, emotions, and opinions. These platforms provide meaningful content about users and their personality traits. Such information can be exploited to analyze the personality of the end-users. In this research, we explored a novel technique for personality modelling using Big 5 traits. We propose a comprehensive framework and machine learning pipeline that can be adopted for personality prediction. In order to solve

Societal Transformation AI and Big Data Journal
Openalex Percentile: Top 59%
Personality Traits and Psychology
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