Mental disorders on online social media through the lens of language and behaviour: Analysis and visualisation

Individuals with depression express more distorted thinking on social media

(2021) Krishna C. Bathina et al.   Nature Human Behaviour

An emotion and cognitive based analysis of mental health disorders from social media data

(2021) Ana-Sabina Uban et al.   Future Generation Computer Systems-The International Journal of eScience

Machine Learning in Mental Health: A Systematic Review of the HCI Literature to Support Effective ML System Design

(2020) Anja Thieme et al.   ACM Transactions on Computer-Human Interaction

Detection of Suicidal Ideation on Social Media: Multimodal, Relational, and Behavioral Analysis

(2020) Diana Ramírez-Cifuentes et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Depression alters the circadian pattern of online activity

(2020) Marijn ten Thij et al.   Scientific Reports

Using Social Media for Mental Health Surveillance

(2020) Ruba Skaik et al.   ACM COMPUTING SURVEYS

What makes the difference? An empirical comparison of fusion strategies for multimodal language analysis

(2020) Dimitris Gkoumas et al.   Information Fusion

Early Detection of Depression: Social Network Analysis and Random Forest Techniques

(2019) Fidel Cacheda et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

A text classification framework for simple and effective early depression detection over social media streams

(2019) Sergio G. Burdisso et al.   EXPERT SYSTEMS WITH APPLICATIONS

Mining user interests over active topics on social networks

(2018) Fattane Zarrinkalam et al.   INFORMATION PROCESSING & MANAGEMENT

Semantic network analysis for understanding user experiences of bipolar and depressive disorders on Reddit

(2018) Minjoo Yoo et al.   INFORMATION PROCESSING & MANAGEMENT

Forecasting the onset and course of mental illness with Twitter data

(2017) Andrew G. Reece et al.   Scientific Reports

Human language reveals a universal positivity bias

(2015) Peter Sheridan Dodds et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Twitter: A Good Place to Detect Health Conditions

(2014) Víctor M. Prieto et al.   PLoS One

Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach

(2013) H. Andrew Schwartz et al.   PLoS One

CROWDSOURCING A WORD-EMOTION ASSOCIATION LEXICON

(2012) Saif M. Mohammad et al.   COMPUTATIONAL INTELLIGENCE

Positivity of the English Language

(2012) Isabel M. Kloumann et al.   PLoS One