[HTML][HTML] Studies of depression and anxiety using reddit as a data source: scoping review

N Boettcher - JMIR mental health, 2021 - mental.jmir.org
Background The study of depression and anxiety using publicly available social media data
is a research activity that has grown considerably over the past decade. The discussion …

Fine-grained depression analysis based on Chinese micro-blog reviews

T Yang, F Li, D Ji, X Liang, T Xie, S Tian, B Li… - Information Processing & …, 2021 - Elsevier
Depression is a widespread and intractable problem in modern society, which may lead to
suicide ideation and behavior. Analyzing depression or suicide based on the posts of social …

[HTML][HTML] Identifying emotional causes of mental disorders from social media for effective intervention

Y Liang, L Liu, Y Ji, L Huangfu, DD Zeng - Information Processing & …, 2023 - Elsevier
Identifying the emotional causes of mental illnesses is key to effective intervention. Existing
emotion-cause analysis approaches can effectively detect simple emotion-cause …

[HTML][HTML] Investigating machine learning & natural language processing techniques applied for predicting depression disorder from online support forums: A systematic …

IA Nanomi Arachchige, P Sandanapitchai… - Information, 2021 - mdpi.com
Depression is a common mental health disorder that affects an individual's moods, thought
processes and behaviours negatively, and disrupts one's ability to function optimally. In most …

Investigating the emotional experiences in eSports spectatorship: The case of League of Legends

F Cauteruccio, Y Kou - Information Processing & Management, 2023 - Elsevier
Electronic sports (eSports) is competitive video gaming that is coordinated and managed by
sporting organizations. While traditional sports have thrived on spectatorship and the …

[HTML][HTML] PHQ-aware depressive symptoms identification with similarity contrastive learning on social media

T Zhang, K Yang, H Alhuzali, B Liu… - Information Processing & …, 2023 - Elsevier
Depressive symptoms identification on social media aims to identify posts from social media
expressing symptoms of depression. This can be beneficial for developing mental health …

[HTML][HTML] Identifying and characterizing social media communities: a socio-semantic network approach to altmetrics

W Arroyo-Machado, D Torres-Salinas… - Scientometrics, 2021 - Springer
Altmetric indicators allow exploring and profiling individuals who discuss and share scientific
literature in social media. But it is still a challenge to identify and characterize communities …

[HTML][HTML] Understanding Mental Health Issues in Different Subdomains of Social Networking Services: Computational Analysis of Text-Based Reddit Posts

S Kim, J Cha, D Kim, E Park - Journal of Medical Internet Research, 2023 - jmir.org
Background Users increasingly use social networking services (SNSs) to share their
feelings and emotions. For those with mental disorders, SNSs can also be used to seek …

Understanding user experience and satisfaction with urban infrastructure through text mining of civil complaint data

T Chang, S Chi, SB Im - Journal of Construction Engineering and …, 2022 - ascelibrary.org
With the increase in public concern about the aging of urban infrastructure and the
associated risk of safety accidents, it is important to maintain the safety and serviceability of …

What users' musical preference on Twitter reveals about psychological disorders

SZ Alavijeh, F Zarrinkalam, Z Noorian… - Information Processing …, 2023 - Elsevier
Previous research found a strong relation between the users' psychological disorders and
their language use in social media posts in terms of vocabulary selection, emotional …