Depression detection from social media using Twitter's tweet

RJ Lia, AB Siddikk, F Muntasir, SSMM Rahman… - Big Data Intelligence for …, 2022 - Springer
Social media is using rapidly for expressing user's opinions and feelings. At
present,'Depression'is propagating in a cursory way which is the reason for the increasing …

Depression detection on social media with the aid of machine learning platform: A comprehensive survey

GK Gupta, DK Sharma - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
Depression is a group of mental disorders associated with certain factors which can affect
the mood, feelings, negativity, losing interest, and sadness in human participants. To …

[PDF][PDF] Deep learning for depression detection using Twitter data

DS Khafaga, M Auvdaiappan, K Deepa… - … Automation & Soft …, 2023 - researchgate.net
Today social media became a communication line among people to share their happiness,
sadness, and anger with their end-users. It is necessary to know people's emotions are very …

Deep learning approach for the detection of depression in twitter

KS Aswathy, PC Rafeeque, R Murali - Proceedings of the …, 2019 - papers.ssrn.com
Depression is a common and serious mental illness that negatively affects from all the ways
like how you feel, the way you think and how you act. And also it has very complicated …

Depression detection using machine learning techniques on twitter data

KAL Govindasamy… - 2021 5th international …, 2021 - ieeexplore.ieee.org
Depression has become a serious problem in this current generation and the number of
people affected by depression is increasing day by day. However, some of them manage to …

Depression detection on Twitter using Bidirectional long short term memory

PE Sumolang, W Maharani - Building of Informatics …, 2022 - ejurnal.seminar-id.com
The usage of social media as a platform for individual expression is one example of how the
advancement of technology has an impact on society. Therefore, many Twitter users show …

Depression detection in Twitter tweets using machine learning classifiers

SK Kumar, N Dinesh, L Nitha - 2022 Second International …, 2022 - ieeexplore.ieee.org
Users are increasingly using social media to share their thoughts and feelings. One of the
primary causes of higher suicide rates is' depression.'A user's social media status recently …

Big data analytics on social networks for real-time depression detection

J Angskun, S Tipprasert, T Angskun - Journal of Big Data, 2022 - Springer
During the coronavirus pandemic, the number of depression cases has dramatically
increased. Several depression sufferers disclose their actual feeling via social media. Thus …

Deep learning-based depression detection from social media: Comparative evaluation of ML and transformer techniques

BG Bokolo, Q Liu - Electronics, 2023 - mdpi.com
Detecting depression from user-generated content on social media platforms has garnered
significant attention due to its potential for the early identification and monitoring of mental …

[PDF][PDF] Depression detection using intelligent algorithms from social media context-state of the art, trends and future roadmap

S Dey, I Sarkar, S Chakraborty… - Journal of Xidian University, 2020 - researchgate.net
Depression, responsible for losing 8.5 million of lives per year worldwide, has raised a
question mark towards maintaining the mental health of people living in the smart era …