Digital data and personality: A systematic review and meta-analysis of human perception and computer prediction.

J Hinds, AN Joinson - Psychological Bulletin, 2024 - psycnet.apa.org
In recent years, our increasing use of technology has resulted in the production of vast
amounts of data. Consequently, many researchers have analyzed digital data in attempt to …

Artificial Intelligence application for the analysis of personality traits and disorders in social media: A Survey

M Ellouze, L Hadrich Belguith - ACM Transactions on Asian and Low …, 2024 - dl.acm.org
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' …

All about that trait: Examining extraversion and state anxiety during the SARS-CoV-2 pandemic using a machine learning approach

D Gruda, A Ojo - Personality and individual differences, 2022 - Elsevier
We examine the longitudinal relation between extraversion and state anxiety in a large
cohort of New York City (NYC) residents using a linguistic analytical machine learning …

Don't you tweet me badly: Anxiety contagion between leaders and followers in computer-mediated communication during COVID-19

D Gruda, A Ojo, A Psychogios - PLoS One, 2022 - journals.plos.org
Do organizational leaders' tweets influence their employees' anxiety? And if so, have
employees become more susceptible to their leader's social media communications during …

Personalized interventions for online moderation

S Cresci, A Trujillo, T Fagni - Proceedings of the 33rd ACM Conference …, 2022 - dl.acm.org
Current online moderation follows a one-size-fits-all approach, where each intervention is
applied in the same way to all users. This naïve approach is challenged by established …

Navigating pathways to automated personality prediction: a comparative study of small and medium language models

F Habib, Z Ali, A Azam, K Kamran, FM Pasha - Frontiers in Big Data, 2024 - frontiersin.org
Introduction Recent advancements in Natural Language Processing (NLP) and widely
available social media data have made it possible to predict human personalities in various …

I Alone Can Fix It: Examining interactions between narcissistic leaders and anxious followers on Twitter using a machine learning approach

D Gruda, D Karanatsiou, K Mendhekar… - Journal of the …, 2021 - Wiley Online Library
Due to their confidence and dominance, narcissistic leaders oftentimes can be perceived
favorably by followers, in particular during times of uncertainty. In this study, we propose and …

Using deep learning and word embeddings for predicting human agreeableness behavior

R Alsini, A Naz, HU Khan, A Bukhari, A Daud… - Scientific Reports, 2024 - nature.com
The latest advancements of deep learning have resulted in a new era of natural language
processing. The machines now possess an unparallel ability to interpret and engage with …

Don't go chasing narcissists: A relational-based and multiverse perspective on leader narcissism and follower engagement using a machine learning approach

D Gruda, D Karanatsiou, P Hanges… - Personality and …, 2023 - journals.sagepub.com
Although research interest in leader narcissism has been on the rise over the past few years,
prior literature has predominantly discussed leader narcissism from a leader-centric …

SoK: On the offensive potential of AI

SL Schröer, G Apruzzese, S Human, P Laskov… - arxiv preprint arxiv …, 2024 - arxiv.org
Our society increasingly benefits from Artificial Intelligence (AI). Unfortunately, more and
more evidence shows that AI is also used for offensive purposes. Prior works have revealed …