Natural Language Processing en Psychologie

Natural Language Processing en Psychologie

50 articles disponibles

"Natural Language Processing" AND "Cults"
"Text Mining" AND "Deconversion"
"Social Media" AND "Religious Trauma"
"Reddit" AND "Mental Health" AND "Survivors"
"Sentiment Analysis" AND "Indoctrination"

AI as the Interpreter for Identifying Root Causes and Emotional Themes in Mental Health Narratives on Reddit Using AutoML and PaLM 2: Mixed Methods Study.

BACKGROUND: Mental health issues continue to increase worldwide, often intensified by stigma and lack of awareness. Social media has become a major space where individuals articulate their emotional a…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
R, S., Ahmed, K., & O'Connor, M. (2026). AI as the Interpreter for Identifying Root Causes and Emotional Themes in Mental Health Narratives on Reddit Using AutoML and PaLM 2: Mixed Methods Study.. JMIR AI, 5, e71219. https://doi.org/10.2196/71219

Reddit Discussions During the 2022 Mpox Outbreak: Observational Analysis of Sentiment, Topics, and Audience Engagement.

BACKGROUND: Public health crises often reshape online discourse by amplifying uncertainty, frustration, stigma, and misinformation, with important implications for risk communication.OBJECTIVE: This s…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Luo, X. N., Movahedi, N. i. a. . Z., & Kong, J. D. (2026). Reddit Discussions During the 2022 Mpox Outbreak: Observational Analysis of Sentiment, Topics, and Audience Engagement.. J Med Internet Res, 28, e90152. https://doi.org/10.2196/90152

Suicidal Ideation in Online Spaces Through the Lens of Interpersonal Theory of Suicide: Exploratory Study of Self-Disclosure, Peer Support, and AI Responses.

BACKGROUND: Suicide is a critical global public health issue, with millions experiencing suicidal ideation (SI) each year. Global estimates suggest that the lifetime prevalence of SI ranges between 9%…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Shimgekar, S. R., Rodriguez, V. J., Bloom, P. A., Yoo, D. W., & Saha, K. (2026). Suicidal Ideation in Online Spaces Through the Lens of Interpersonal Theory of Suicide: Exploratory Study of Self-Disclosure, Peer Support, and AI Responses.. JMIR AI, 5, e86265. https://doi.org/10.2196/86265

Self-Identified Age Cohorts and Personal Experience Sharing in Pseudonymous Online Spaces: Natural Language Processing Analysis of Reddit.

BACKGROUND: While older adults' social media use has been widely studied for its instrumental benefits, such as accessing health information or maintaining family ties, research has largely focused on…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Khor, E. C., & Choi, M. (2026). Self-Identified Age Cohorts and Personal Experience Sharing in Pseudonymous Online Spaces: Natural Language Processing Analysis of Reddit.. JMIR Aging, 9, e90103. https://doi.org/10.2196/90103

Alignment of Lived Experience Questions with the Medical Literature in Bipolar Disorder: A Topic Modelling Approach: Adéquation entre les questions relatives à l'expérience vécue et la littérature médicale concernant le trouble bipolaire : Une approche de

ObjectiveThe priorities of people with mental health challenges should be reflected in the research conducted on their behalf. Quantifying alignment of priorities with the unmet needs of people with l…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Badal, V. D., Nunez, J. J., Depp, C. A., Benediktsson, A., & Michalak, E. E. (2026). Alignment of Lived Experience Questions with the Medical Literature in Bipolar Disorder: A Topic Modelling Approach: Adéquation entre les questions relatives à l'expérience vécue et la littérature médicale concernant le trouble bipolaire : Une approche de. Can J Psychiatry, 7067437261448751. https://doi.org/10.1177/07067437261448751

The lived experience of social anxiety disorder: A conceptual model focused on adolescents and young adults based on published literature and social media listening.

Social anxiety disorder (SAD) affects up to 1 in 8 individuals over their lifetime and is characterized by an intense fear of social situations involving unfamiliar people or possible scrutiny. This r…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Schmidt, A. L., Staunton, H., Stein, M. B., Hayes, A. M., Rodriguez-Esteban, R., Fischer, K., McIver, T., & Suter, E. E. (2026). The lived experience of social anxiety disorder: A conceptual model focused on adolescents and young adults based on published literature and social media listening.. J Anxiety Disord, 118, 103129. https://doi.org/10.1016/j.janxdis.2026.103129

Automated Risk Assessment of Opioid Use: Analysis Using Pre-Trained Transformers on Social Media Data.

BACKGROUND: The illegal use of opioids has emerged as a major global public health concern, contributing to widespread addiction and a growing number of overdose-related deaths. In response, the US fe…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Ahmad, M., Orji, R., Amjad, M., Siddique, A., Kubysheva, N., Batyrshin, I., & Sidorov, G. (2026). Automated Risk Assessment of Opioid Use: Analysis Using Pre-Trained Transformers on Social Media Data.. JMIR Infodemiology, 6, e77783. https://doi.org/10.2196/77783

Minority Stress in Digital Contexts: Emotional and Cognitive Patterns in Transgender Health Discourse on Reddit.

Transgender populations face disproportionate health challenges, including elevated mental health risks and limited access to gender-affirming care, compounded by systemic discrimination and stigma. I…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Shah, M., Ciszek, E., & Acaf, Y. (2026). Minority Stress in Digital Contexts: Emotional and Cognitive Patterns in Transgender Health Discourse on Reddit.. Health Commun, 1-12. https://doi.org/10.1080/10410236.2026.2625295

Understanding the countermovement to online presentations of psychiatric disorder that are perceived as "faked".

BACKGROUND: The self-presentation of psychiatric disorders on social media has generated a countermovement of sceptics who believe some are "faked" for reasons of self-promotion. This has been the foc…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Bell, V., White, R., & Foulkes, L. (2026). Understanding the countermovement to online presentations of psychiatric disorder that are perceived as "faked".. J Ment Health, 35(1), 25-32. https://doi.org/10.1080/09638237.2025.2558503

Mental health in digital microsystems across three Asian Reddit communities.

Mental health is increasingly discussed in online forums, especially in countries where access to formal services remains limited or stigmatized. This study explores how mental health discourse unfold…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Achuthan, K., Khobragade, S., Kowalski, R., & Raman, R. (2026). Mental health in digital microsystems across three Asian Reddit communities.. Sci Rep, 16(1), 1039. https://doi.org/10.1038/s41598-025-30760-5

On the interface between linguistics, computer science and psychiatry: analyzing textual key-factors affecting BERT-based classification of schizophrenia in social media texts.

INTRODUCTION: This paper investigates language impairments in schizophrenia (SZ) by analyzing the decision-making process of a transformer-based model in discriminating between texts produced by perso…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Miranda, E. . S. i. l. v. a. . J. V., Rodrigues, C., & Vital, B. r. a. z. i. l. . E. (2026). On the interface between linguistics, computer science and psychiatry: analyzing textual key-factors affecting BERT-based classification of schizophrenia in social media texts.. Front Artif Intell, 9, 1781552. https://doi.org/10.3389/frai.2026.1781552

Exploring thematic dimensions of breast pumping discussions in an online community using large language models and multiple correspondence analysis.

BACKGROUND: Breast pumping is a central part of infant feeding for many parents, yet professional guidance often gives limited attention to psychosocial and experiential aspects. Online communities of…

Études fondées sur les communautés Reddit Natural Language Processing en Psychologie
Kaloudis, E., Silpe, J. E., Mourelatou, E., Damian-Medina, K., & Bountziouka, V. (2026). Exploring thematic dimensions of breast pumping discussions in an online community using large language models and multiple correspondence analysis.. Front Nutr, 13, 1800363. https://doi.org/10.3389/fnut.2026.1800363