Using social media for mental health surveillance: a review

R Skaik, D Inkpen - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Data on social media contain a wealth of user information. Big data research of social media
data may also support standard surveillance approaches and provide decision-makers with …

[HTML][HTML] Twitter as a predictive system: a systematic literature review

E Cano-Marin, M Mora-Cantallops… - Journal of Business …, 2023 - Elsevier
Millions of people use Twitter daily, posting thousands of messages and interacting with
their peers. This research aims to evaluate and classify the predictive potential of the Twitter …

Knowledge-aware assessment of severity of suicide risk for early intervention

M Gaur, A Alambo, JP Sain, U Kursuncu… - The world wide web …, 2019 - dl.acm.org
Mental health illness such as depression is a significant risk factor for suicide ideation,
behaviors, and attempts. A report by Substance Abuse and Mental Health Services …

Defining and detecting toxicity on social media: context and knowledge are key

A Sheth, VL Shalin, U Kursuncu - Neurocomputing, 2022 - Elsevier
Online platforms have become an increasingly prominent means of communication. Despite
the obvious benefits to the expanded distribution of content, the last decade has resulted in …

[HTML][HTML] Modeling the spread of fake news on Twitter

T Murayama, S Wakamiya, E Aramaki, R Kobayashi - Plos one, 2021 - journals.plos.org
Fake news can have a significant negative impact on society because of the growing use of
mobile devices and the worldwide increase in Internet access. It is therefore essential to …

" Let me tell you about your mental health!" Contextualized classification of reddit posts to DSM-5 for web-based intervention

M Gaur, U Kursuncu, A Alambo, A Sheth… - Proceedings of the 27th …, 2018 - dl.acm.org
Social media platforms are increasingly being used to share and seek advice on mental
health issues. In particular, Reddit users freely discuss such issues on various subreddits …

Engaging students through social media. Findings for the top five universities in the world

MR Bonilla Quijada, E Perea Muñoz… - Journal of Marketing …, 2022 - Taylor & Francis
Instagram has become a fundamental tool for information, communication and interaction,
especially among younger individuals. The literature has analysed user interactions on this …

Knowledge infused learning (k-il): Towards deep incorporation of knowledge in deep learning

U Kursuncu, M Gaur, A Sheth - arxiv preprint arxiv:1912.00512, 2019 - arxiv.org
Learning the underlying patterns in data goes beyond instance-based generalization to
external knowledge represented in structured graphs or networks. Deep learning that …

Using twitter data to monitor natural disaster social dynamics: A recurrent neural network approach with word embeddings and kernel density estimation

A Hernandez-Suarez, G Sanchez-Perez… - Sensors, 2019 - mdpi.com
In recent years, Online Social Networks (OSNs) have received a great deal of attention for
their potential use in the spatial and temporal modeling of events owing to the information …

Insights into user engagement on social media. Case study of a higher education institution

M del Rocío Bonilla, E Perea, JL del Olmo… - Journal of Marketing …, 2020 - Taylor & Francis
The interactions of users in social networks have been analyzed in the literature as sources
of information on their ability to generate engagement among stakeholders in higher …