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 …
meetings. Researchers have explored social media text data to predict user personality …
Open models, closed minds? on agents capabilities in mimicking human personalities through open large language models
L La Cava, A Tagarelli - arXiv preprint arXiv:2401.07115, 2024 - arxiv.org
The emergence of unveiling human-like behaviors in Large Language Models (LLMs) has
led to a closer connection between NLP and human psychology. Scholars have been …
led to a closer connection between NLP and human psychology. Scholars have been …
Personallm: Investigating the ability of large language models to express personality traits
Despite the many use cases for large language models (LLMs) in creating personalized
chatbots, there has been limited research on evaluating the extent to which the behaviors of …
chatbots, there has been limited research on evaluating the extent to which the behaviors of …
On text-based personality computing: Challenges and future directions
Text-based personality computing (TPC) has gained many research interests in NLP. In this
paper, we describe 15 challenges that we consider deserving the attention of the NLP …
paper, we describe 15 challenges that we consider deserving the attention of the NLP …
Knowledge Graph‐Enabled Text‐Based Automatic Personality Prediction
M Ramezani, MR Feizi-Derakhshi… - Computational …, 2022 - Wiley Online Library
How people think, feel, and behave primarily is a representation of their personality
characteristics. By being conscious of the personality characteristics of individuals whom we …
characteristics. By being conscious of the personality characteristics of individuals whom we …
Navigating pathways to automated personality prediction: a comparative study of small and medium language models
Introduction Recent advancements in Natural Language Processing (NLP) and widely
available social media data have made it possible to predict human personalities in various …
available social media data have made it possible to predict human personalities in various …
Reconstructive psychological assessment (RPA) applied to the analysis of digital behavioral residues in forensic contexts
F Ceballos-Espinoza - Journal of Criminal Psychology, 2024 - emerald.com
Purpose This paper aims to explore advances in indirect personality assessment, with
emphasis on the psychology of digital behavior based on the analysis of new technological …
emphasis on the psychology of digital behavior based on the analysis of new technological …
Using deep learning and word embeddings for predicting human agreeableness behavior
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 …
processing. The machines now possess an unparallel ability to interpret and engage with …
On text-based personality computing: Challenges and future directions
Text-based personality computing (TPC) has gained many research interests in NLP. In this
paper, we describe 15 challenges that we consider deserving the attention of the research …
paper, we describe 15 challenges that we consider deserving the attention of the research …
Heuristic personality recognition based on fusing multiple conversations and utterance-level affection
Abstract Personality Recognition in Conversations (PRC) is a task of significant interest and
practical value. Existing studies on the PRC task utilize conversation inadequately and …
practical value. Existing studies on the PRC task utilize conversation inadequately and …