115 Publications (Page 1 of 5)
2023
Deep learning for topical trend discovery in online discourse about Pre-Exposure Prophylaxis (PrEP)
Edinger, AndyEdinger, AndyValdez, DannyValdez, DannyWalsh-Buhi, EricWalsh-Buhi, EricBollen, Johan and Bollen, Johan
AIDS and Behavior, vol. 27, (no. 2), pp. 443-453, Feb 2023. | Journal Article
 
Misinformation and Public Health Messaging in the Early Stages of the Mpox Outbreak: Mapping the Twitter Narrative with Deep Learning.
Edinger, AndyEdinger, AndyValdez, DannyValdez, DannyWalsh-Buhi, EricWalsh-Buhi, EricTrueblood, Jennifer STrueblood, Jennifer SLorenzo-Luaces, LorenzoLorenzo-Luaces, LorenzoRutter, Lauren ARutter, Lauren ABollen, Johan and Bollen, Johan
Journal of medical Internet research, May 9, 2023. | Journal Article
 
Online identity as a collective labeling process. Journal of Physics: Complexity
. | Journal Article
 
Using natural language processing to understand changes in emotions and psychopathology: Evidence from observational cohorts and a clinical trial
2022
Deep learning for topical trend discovery in online discourse about Pre-Exposure Prophylaxis (PrEP).
Edinger, AndyEdinger, AndyEdinger, A.Valdez, DannyValdez, D.Valdez, DannyWalsh-Buhi, EricWalsh-Buhi, EricWalsh Buhi, E.Bollen, JohanBollen, J. and Bollen, Johan
AIDS and behavior, August 2, 2022. | Journal Article
 
“I haven’t been diagnosed, but I should be”: Insight into self-diagnoses of common mental health disorders (Preprint)
 
“I haven’t been diagnosed, but I should be”: Insight into self-diagnoses of common mental health disorders (Preprint) JMIR Formative Research
. | Journal Article
 
Misinformation and Public Health Messaging in the Early Stages of the Mpox Outbreak: Mapping the Twitter Narrative With Deep Learning (Preprint)
 
Misinformation and Public Health Messaging in the Early Stages of the Mpox Outbreak: Mapping the Twitter Narrative with Deep Learning (Preprint) Journal of Medical Internet Research
. | Journal Article
 
Quantifying collective identity online from self-defining hashtags
Barron, Alexander T. J. and Bollen, Johan
Scientific Reports (Nature Publisher Group), vol. 12, (no. 1), 2022. | Journal Article
 
Quantifying societal emotional resilience to natural disasters from geo-located social media content
Bathina, KrishnaBathina, KrishnaBollen, Johan and Bollen, Johan
PLoS One, vol. 17, (no. 6), Jun 2022. | Journal Article
 
Reply to Sun: Making sense of language change. Proceedings of the National Academy of Sciences
 
Sociodemographics and Transdiagnostic Mental Health Symptoms in SOCIAL (Studies of Online Cohorts for Internalizing Symptoms and Language) I and II: Cross-sectional Survey and Botometer Analysis.
Lorenzo-Luaces, LorenzoHoward, JacquelineEdinger, AndyYan, Harry YaojunRutter, Lauren AValdez, Danny and Bollen, Johan
JMIR formative research, vol. 6, (no. 10), pp. e39324, October 20, 2022. | Journal Article
 
Studies of Online Cohorts for Internalizing symptoms and Language (SOCIAL) I and II: Baseline assessments and rationale
 
Studies of Online Cohorts for Internalizing symptoms and Language (SOCIAL) I and II: Triangulating surveys and social media data (Preprint) JMIR Formative Research
 
Study of Online Cohorts for Internalizing symptoms and Language (SOCIAL) Study I and II: Baseline assessments, rationale, and validity of social media accounts (Preprint)
2021
Declining well-being during the COVID-19 pandemic reveals US social inequities.
Bathina, Krishna CBathina, Krishna CTen Thij, MarijnValdez, DannyValdez, DannyRutter, Lauren ARutter, Lauren ABollen, Johan and Bollen, Johan
PloS one, vol. 16, (no. 7), pp. e0254114, 2021. | Journal Article
 
Historical language records reveal a surge of cognitive distortions in recent decades
Proceedings of the National Academy of Sciences. | Journal Article
 
Individuals with depression express more distorted thinking on social media
Bathina, Krishna CLorenzo-Luaces, LorenzoRutter, Lauren A and
Nature Human Behaviour. | Journal Article
 
Reply to Schmidt et al.: A robust surge of cognitive distortions in historical language
Proceedings of the National Academy of Sciences. | Journal Article
 
Temporal measures of societal optimism reveal inversion of sentiment toward the near and distant future
 
The rise and fall of rationality in language
Proceedings of the National Academy of Sciences. | Journal Article
2020
Depressed individuals express more distorted thinking on social media
Bathina, Krishna CBathina, Krishna CBathina, Krishna CThij, Marijn tenThij, Marijn tenThij, Marijn tenLorenzo Luaces, LorenzoLorenzo-Luaces, LorenzoLorenzo-Luaces, LorenzoRutter, Lauren ARutter, Lauren ARutter, Lauren ABollen, JohanBollen, Johan and Bollen, Johan
2020-02-07. | Journal Article
 
Depression alters the circadian pattern of online activity.
Ten Thij, MarijnTen Thij, MarijnThij, M.Bathina, KrishnaBathina, KrishnaBathina, K.Rutter, L.A.Rutter, Lauren ARutter, Lauren ALorenzo-Luaces, LorenzoLorenzo-Luaces, L.Lorenzo-Luaces, LorenzoLeemput, I.A.van de Leemput, Ingrid Avan de Leemput, Ingrid AScheffer, MartenScheffer, MartenScheffer, M.Bollen, J.Bollen, Johan and Bollen, Johan
Scientific reports, vol. 10, (no. 1), pp. 17272, October 14, 2020. | Journal Article
 
Mining Social Media Data for Biomedical Signals and Health-Related Behavior
Correia, Rion BrattigCorreia, Rion BrattigWood, Ian BWood, Ian BBollen, JohanBollen, JohanRocha, Luis M and Rocha, Luis M
Annual Review of Biomedical Data Science, vol. 3, (no. 1), 2020-07-20. | Journal Article