Using social media for mental health surveillance: a review
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 …
data may also support standard surveillance approaches and provide decision-makers with …
[HTML][HTML] Twitter as a predictive system: a systematic literature review
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 …
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
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 …
behaviors, and attempts. A report by Substance Abuse and Mental Health Services …
Defining and detecting toxicity on social media: context and knowledge are key
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 …
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
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 …
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
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 …
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 …
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
Learning the underlying patterns in data goes beyond instance-based generalization to
external knowledge represented in structured graphs or networks. Deep learning that …
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
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 …
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 …
of information on their ability to generate engagement among stakeholders in higher …