Abstract
Personality analysis has a positive influence on humanity as it aids in identifying personality traits and disorders. In addition, it facilitates the monitoring of cases and enriches doctors’ knowledge bases, particularly in decision-making processes. This study includes a comprehensive literature review on personality analysis approaches from social media, aiming to gain a thorough understanding of the current studies on personality therapy. Moreover, the objective of this study is to identify various limitations present in these studies and explore potential avenues for enhancement. More specifically, this research begins with an introduction that discusses the main concepts of traits and personality disorders, as well as the importance of psychological analysis. Following that, four cluster studies related to personality analysis on social media are presented: personality traits, personality disorders, detection of links between diseases, and monitoring patient status. Then, the majority of the currently available works for each cluster are exposed. Afterward, a comparative study of the different presented works is proposed. Finally, an outline of plans for further research in this area is provided, detailing potential paths for exploration.
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