Xai transformer based approach for interpreting depressed and suicidal user behavior on online social networks
A Malhotra, R Jindal - Cognitive Systems Research, 2024 - Elsevier
Online social networks can be used for mental healthcare monitoring using Artificial
Intelligence and Machine Learning techniques for detecting various mental health disorders …
Intelligence and Machine Learning techniques for detecting various mental health disorders …
Reduced speech coherence in psychosis-related social media forum posts
L Plank, A Zlomuzica - Schizophrenia, 2024 - nature.com
The extraction of linguistic markers from social media posts, which are indicative of the onset
and course of mental disorders, offers great potential for mental healthcare. In the present …
and course of mental disorders, offers great potential for mental healthcare. In the present …
[HTML][HTML] Online posting effects: Unveiling the non-linear journeys of users in depression communities on Reddit
Social media platforms have become pivotal as self-help forums, enabling individuals to
share personal experiences and seek support. However, on topics as sensitive as …
share personal experiences and seek support. However, on topics as sensitive as …
Who can help me? Reconstructing users' psychological journeys in depression-related social media interactions
Social media are increasingly being used as self-help boards, where individuals can
disclose personal experiences and feelings and look for support from peers or experts. Here …
disclose personal experiences and feelings and look for support from peers or experts. Here …
Using citation networks to evaluate the impact of text length on keyword extraction
The identification of key concepts within unstructured data is of paramount importance in
practical applications. Despite the abundance of proposed methods for extracting primary …
practical applications. Despite the abundance of proposed methods for extracting primary …
-Conformity: multi-scale node assortativity in feature-rich stream graphs
Multi-scale strategies to estimate mixing patterns are meant to capture heterogeneous
behaviors among node homophily, but they ignore an important addendum often available …
behaviors among node homophily, but they ignore an important addendum often available …
Exploring linguistic features and user engagement in Chinese online mental health counseling
L Zhang, D Liu, J Li, C Wan, X Liu - Heliyon, 2024 - cell.com
With the popularity of online mental health platforms, more individuals are seeking help and
receiving social support by openly discussing their problems. Therefore, it's crucial to gain a …
receiving social support by openly discussing their problems. Therefore, it's crucial to gain a …
From Perils to Possibilities: Understanding how Human (and AI) Biases affect Online Fora
Social media platforms are online fora where users engage in discussions, share content,
and build connections. This review explores the dynamics of social interactions, user …
and build connections. This review explores the dynamics of social interactions, user …
Introducing semantic loadings: Bridging cognitive network science with network psychometrics for understanding depression, anxiety and stress
A psychometric scale reports experiences in terms of items/sentences rated by individuals.
We investigate whether psychometric item ratings reflect semantic/syntactic associations …
We investigate whether psychometric item ratings reflect semantic/syntactic associations …
Using citation networks to evaluate the impact of text length on the identification of relevant concepts
The identification of the most significant concepts in unstructured data is of critical
importance in various practical applications. Despite the large number of methods that have …
importance in various practical applications. Despite the large number of methods that have …