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- Volume 2, Issue 2 2024
By Razia Qamar* , Jasir Hassan †
51-66
Keywords: Big Five traits, personality prediction, Facebook, my-personality, k-NN
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 the personality prediction problem, we proposed k- nearest neighbor (KNN) model along with several pre-processing steps.