[PDF][PDF] Computing In Humanity: To Predict The Human Behaviors Over Social Media.

W Haider, M Nadeem, S Khan, H Ahmed, A Abbasi… - Webology, 2022 - webology.org
Analyzing human behaviors using computer-based approaches is a new dimension of
digital humanity. It integrates computing with healthcare, psychology, and social media. Like …

Social Media Mining to Detect Mental Health Disorders Using Machine Learning

U Rashida, K Suresh Kumar - Sentiment Analysis and Deep Learning …, 2023 - Springer
The growth of social media has caused people to post a significant content online. They find
it easier to communicate in the virtual world rather than to talk to a person and share their …

[HTML][HTML] Social media data analysis to predict mental state of users using machine learning techniques

R Lokeshkumar, OA Mishra, S Kalra - Journal of Education and …, 2021 - ncbi.nlm.nih.gov
BACKGROUND: Social media platforms such as Facebook, WhatsApp, and Instagram etc.,
are becoming very popular now not only for youth but for all walks of life. People are more …

A Survey of Predicting Depression Levels Using Social Media Posts

S Subha, J Sairamakrishnen… - International Journal of …, 2019 - search.proquest.com
Abstract The use of Social Network Sites (SNS) is increasing nowadays especially by the
younger generations. The availability of SNS allows users to express their interests, feelings …

Depression detection among social media users using machine learning

P Verma, K Sharma, GS Walia - … : Proceedings of ICICC 2020, Volume 1, 2021 - Springer
In today's world, depression among people is becoming very common, and according to
World Health Organization (WHO) by 2020, depression will become second leading cause …

Behavior features for automatic detection of depression from Facebook users

AJ Tallón-Ballesteros, C Chen - Machine Learning and Artificial …, 2020 - books.google.com
Major depressive disorder is one of common mental disorders globally. It is best to be early
detected and cured. This work introduces a method to detect depressive disorder at risk via …

Depression Detection Model in Social Network Content: A Survey

EM Rabie, AF Hashem, FK Alsheref - International Journal of …, 2022 - igi-global.com
Social media (SM) is a platform that generates a massive quantity of data every day and
allows individuals to engage with one another. For many people, social media has evolved …

[PDF][PDF] Mental Health Monitoring using Sentiment Analysis

A Shah, R Shah, P Desai, C Desai - International Research Journal …, 2020 - academia.edu
There is enough evidence to prove that overall physical, psychological and communal
welfare of a human being is predominantly dependent on their mental health. Thus, early …

[PDF][PDF] Social Media Analysis for Mental Health Evaluation

B Rego, N Rego, M Kunder - … for Research in Applied Science and …, 2021 - academia.edu
The system provides a background on depression, use of social media platforms for
prediction and analysis using machine learning and deep learning algorithms. The system …

Depression detection based on social networking sites using data mining

SD Pande, SK Hasane Ahammad, MN Gurav… - Multimedia tools and …, 2024 - Springer
Social networking is becoming increasingly prevalent in today's globe. Young folks, senior
citizens, and the general public use social media. However, over usage of social network …