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 …

A survey on personality-aware recommendation systems

S Dhelim, N Aung, MA Bouras, H Ning… - Artificial Intelligence …, 2022 - Springer
With the emergence of personality computing as a new research field related to artificial
intelligence and personality psychology, we have witnessed an unprecedented proliferation …

Text-based automatic personality prediction: a bibliographic review

AR Feizi-Derakhshi, MR Feizi-Derakhshi… - … of Computational Social …, 2022 - Springer
Personality detection is an old topic in psychology and automatic personality prediction (or
perception)(APP) is the automated (computationally) forecasting of the personality on …

[PDF][PDF] Personality classification from online text using machine learning approach

AS Khan, H Ahmad, MZ Asghar… - International journal of …, 2020 - academia.edu
Personality refer to the distinctive set of characteristics of a person that effect their habits,
behaviour's, attitude and pattern of thoughts. Text available on Social Networking sites …

When llm meets hypergraph: A sociological analysis on personality via online social networks

Z Shu, X Sun, H Cheng - Proceedings of the 33rd ACM International …, 2024 - dl.acm.org
Individual personalities significantly influence our perceptions, decisions, and social
interactions, which is particularly crucial for gaining insights into human behavior patterns in …

[HTML][HTML] Predicting personality traits with semantic structures and LSTM-based neural networks

MA Kosan, H Karacan, BA Urgen - Alexandria Engineering Journal, 2022 - Elsevier
There is a need to obtain more information about target audiences in many areas such as
law enforcement agencies, institutions, human resources, and advertising agencies. In this …

Latent personality traits assessment from social network activity using contextual language embedding

PK KN, ML Gavrilova - IEEE Transactions on Computational …, 2021 - ieeexplore.ieee.org
Recognizing author identity from digital footprints without having a large corpus of
documents from an individual is of keen interest to security researchers and government …

AI-based personality prediction for human well-being from text data: a systematic review

S Singh, W Singh - Multimedia Tools and Applications, 2024 - Springer
In recent years, people have preferred interacting on social media instead of physical
meetings. Researchers have explored social media text data to predict user personality …

A systematic literature review of personality trait classification from textual content

H Ahmad, MZ Asghar, AS Khan, A Habib - Open Computer Science, 2020 - degruyter.com
The day-to-day use of digital devices with Internet access, such as tablets and smartphones,
has increased exponentially in recent years and this has had a consequent effect on the …

A lexical psycholinguistic knowledge-guided graph neural network for interpretable personality detection

Y Zhu, L Hu, N Ning, W Zhang, B Wu - Knowledge-Based Systems, 2022 - Elsevier
With the blossoming of online social media, personality detection based on user-generated
content has a significant impact on information scientific and industrial applications. Most …