Personality Analysis Using Classification on Turkish Tweets

According to the psychology literature, there is a strong correlation between personality traits and linguistic behavior of people. Due increase in computer based communication, individuals express their personalities written forms on social media. Hence, media became convenient resource analyze relationship lingusitic behaviour. Although vast amount studies media, only small number them focus prediction. In this work, we aim model messages Big Five Personality Traits as supervised learning problem. We use Twitter posts user statistics for analysis. investigated various approaches profile representation, explored several techniques, presented comparative analysis results. Our results confirm findings show that computational tweets using methods can be used determine individuals.