The kernel of truth in text-based personality assessment: A meta-analysis of the relations between the Big Five and the Linguistic Inquiry and Word Count (LIWC).

A Koutsoumpis, JK Oostrom, D Holtrop… - Psychological …, 2022 - psycnet.apa.org
Abstract The Linguistic Inquiry and Word Count (LIWC) is a popular closed-vocabulary text
analysis software program that is used to understand whether individuals' use of linguistic …

Morality in social media: A sco** review

D Neumann, N Rhodes - new media & society, 2024 - journals.sagepub.com
Social media platforms have been adopted rapidly into our current culture and affect nearly
all areas of our everyday lives. Their prevalence has raised questions about the influence of …

Characterizing empathy and compassion using computational linguistic analysis.

DB Yaden, S Giorgi, M Jordan, A Buffone… - Emotion, 2024 - psycnet.apa.org
Many scholars have proposed that feeling what we believe others are feeling—often known
as “empathy”—is essential for other-regarding sentiments and plays an important role in our …

What is work engagement? A text mining approach using employees' self‐narratives

H van Roekel, EFJ Wigger, BP Veldkamp… - Applied …, 2024 - Wiley Online Library
We introduce text mining to study work engagement by using this method to classify
employees' survey‐based self‐narratives into high or low work engagement and analyzing …

The structure of character: On the relationships between character strengths and virtues

W Ruch, F Gander, L Wagner… - The Journal of Positive …, 2021 - Taylor & Francis
Character strengths are morally valued trait-like personality characteristics which contribute
to fulfillments that comprise the good life, for oneself and for others. In two studies, we tested …

Exploring a language-based interest assessment: Predicting vocational interests on social media using natural language processing

YYL Du, D Jain, YM Cho, DX Hou… - Journal of Career …, 2024 - journals.sagepub.com
For more than a century, self-report inventories have been the traditional method for
assessing vocational interests. Little research has examined the use of machine learning …

Understanding farmers' naturalistic decision making around prophylactic antibiotic use in lambs using a grounded theory and natural language processing approach

C Doidge, E Ferguson, F Lovatt, J Kaler - Preventive veterinary medicine, 2021 - Elsevier
The routine use of antibiotics for prevention of disease in neonatal lambs has been
highlighted as inappropriate, yet research suggests that many farmers in the UK still carry …

Computational positive psychology: advancing the science of wellbeing in the digital era

H Hou, I Liu, F Kong, S Ni - The Journal of Positive Psychology, 2025 - Taylor & Francis
Positive psychology (PP) is in its third wave, evolving towards an interdisciplinary study of
wellbeing. This article proposes computational positive psychology (CPP) as an emerging …

Positive psychopathology: Manic behavior and depression through character strengths under and overuse communities

H Littman-Ovadia, P Freidlin - Applied Research in Quality of Life, 2023 - Springer
Recent research has utilized network analysis to identify communities of character strengths,
resulting in the discovery of four communities: Discernment, Interpersonal, Responsibility …

Psycholinguistic knowledge-guided graph network for personality detection of silent users

H Qiu, X Ma, B Liu, Y Cai, X Chen, Z Ding - Information Processing & …, 2025 - Elsevier
Personality detection is an emerging task benefiting numerous fields. The existing studies
on text-based personality detection rarely concern silent users who never publish social …