Modelling personality prediction from user's posting on social media

Abstract

Huge amount of user�s postings from social media becomes promising data that can be converted into new knowledge. One of which is to mining the information for predicting user�s personality. This task is able to get the real basic characteristics of people which nowadays surfs a lot in social media. Text becomes appropriate type of data to utilize as social media users tend to do texting for expressing their feelings, thoughts, as well as their emotions. The Big Five Personality Traits, also known as OCEAN, is one concept in psychology that is popular in the state-of-the-art research in personality prediction. Research in personality modelling using text involve feature extraction methods as well as deep learning-related architecture are appealing to be much further enhanced. Finally, promising research result is indicated to happen in the future such that actual personality of a person is possible to observe.