2022
DOI: 10.3390/healthcare10020291
|View full text |Cite
|
Sign up to set email alerts
|

Detecting Depression Signs on Social Media: A Systematic Literature Review

Abstract: Among mental health diseases, depression is one of the most severe, as it often leads to suicide; due to this, it is important to identify and summarize existing evidence concerning depression sign detection research on social media using the data provided by users. This review examines aspects of primary studies exploring depression detection from social media submissions (from 2016 to mid-2021). The search for primary studies was conducted in five digital libraries: ACM Digital Library, IEEE Xplore Digital L… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...
4
1

Citation Types

0
15
0

Year Published

2022
2022
2024
2024

Publication Types

Select...
5
4

Relationship

0
9

Authors

Journals

citations
Cited by 38 publications
(15 citation statements)
references
References 73 publications
0
15
0
Order By: Relevance
“…From which we can get a clear knowledge of methods invented so far for detecting good or bad words. Numerous studies have also been done to detect depression and cyber bullying so far [9,10,11,12,13,14]. Other methods such as Deep Learning [15] and Grid search [16] and many more have also been adopted for the same problem field.…”
Section: Literature Reviewmentioning
confidence: 99%
“…From which we can get a clear knowledge of methods invented so far for detecting good or bad words. Numerous studies have also been done to detect depression and cyber bullying so far [9,10,11,12,13,14]. Other methods such as Deep Learning [15] and Grid search [16] and many more have also been adopted for the same problem field.…”
Section: Literature Reviewmentioning
confidence: 99%
“…Suicidal ideation is the initial unattempted plan, a suicide scheme is a technical method with a clear purpose, and a suicide attempt is an attempted behavior that can lead to death, all three of which are aimed at suicide and have increasing levels of depth. Suicide prevention requires rapid identification and intervention, especially during the COVID-19 pandemic when unusual lifestyles are affecting people's moods, and many people around the world are suffering from severe depressive disorders and psychological distress, and they are more likely to develop suicidal ideation [4][5][6].…”
Section: Introductionmentioning
confidence: 99%
“…The presence of all these symptoms is rare in depression patients, but they can predict the severity of the illness. Although a high percentage of depression is treated, over 70% of those affected do not receive therapy, which may cause their illness to progress ( Salas-Zárate et al, 2022 ; DBSA, 2022 ). This emphasizes the importance of excellent mental health services and an innovative way to detect mental health disorders.…”
Section: Introductionmentioning
confidence: 99%
“…Individuals use social media platforms such as Twitter and Facebook to express their emotions and thoughts about a wide range of topics ( Safa, Bayat & Moghtader, 2022 ). An open and free communication channel such as social media facilitates problem resolution, and knowledge exchange ( Salas-Zárate et al, 2022 ). The current status of society is deeply entwined with social networks.…”
Section: Introductionmentioning
confidence: 99%