The four dimensions of social network analysis: An overview of research methods, applications, and software tools
Social network based applications have experienced exponential growth in recent years.
One of the reasons for this rise is that this application domain offers a particularly fertile …
One of the reasons for this rise is that this application domain offers a particularly fertile …
[HTML][HTML] Social networking sites, depression, and anxiety: a systematic review
Background: Social networking sites (SNSs) have become a pervasive part of modern
culture, which may also affect mental health. Objective: The aim of this systematic review …
culture, which may also affect mental health. Objective: The aim of this systematic review …
Big data for health
J Andreu-Perez, CCY Poon… - IEEE journal of …, 2015 - ieeexplore.ieee.org
This paper provides an overview of recent developments in big data in the context of
biomedical and health informatics. It outlines the key characteristics of big data and how …
biomedical and health informatics. It outlines the key characteristics of big data and how …
Natural language processing in mental health applications using non-clinical texts
Natural language processing (NLP) techniques can be used to make inferences about
peoples' mental states from what they write on Facebook, Twitter and other social media …
peoples' mental states from what they write on Facebook, Twitter and other social media …
BRITE: An approach to universal topology generation
A Medina, A Lakhina, I Matta… - … 2001, Proceedings Ninth …, 2001 - ieeexplore.ieee.org
Effective engineering of the Internet is predicated upon a detailed understanding of issues
such as the large-scale structure of its underlying physical topology, the manner in which it …
such as the large-scale structure of its underlying physical topology, the manner in which it …
The utility of artificial intelligence in suicide risk prediction and the management of suicidal behaviors
TM Fonseka, V Bhat… - Australian & New Zealand …, 2019 - journals.sagepub.com
Objective: Suicide is a growing public health concern with a global prevalence of
approximately 800,000 deaths per year. The current process of evaluating suicide risk is …
approximately 800,000 deaths per year. The current process of evaluating suicide risk is …
A linguistic analysis of suicide-related Twitter posts
Background: Suicide is a leading cause of death worldwide. Identifying those at risk and
delivering timely interventions is challenging. Social media site Twitter is used to express …
delivering timely interventions is challenging. Social media site Twitter is used to express …
[HTML][HTML] Predicting depression from language-based emotion dynamics: longitudinal analysis of Facebook and Twitter status updates
Background Frequent expression of negative emotion words on social media has been
linked to depression. However, metrics have relied on average values, not dynamic …
linked to depression. However, metrics have relied on average values, not dynamic …
An experimental analysis of data annotation methodologies for emotion detection in short text posted on social media
M Krommyda, A Rigos, K Bouklas, A Amditis - Informatics, 2021 - mdpi.com
Opinion mining techniques, investigating if text is expressing a positive or negative opinion,
continuously gain in popularity, attracting the attention of many scientists from different …
continuously gain in popularity, attracting the attention of many scientists from different …