HCI and Affective Health: Taking stock of a decade of studies and charting future research directions

P Sanches, A Janson, P Karpashevich… - Proceedings of the …, 2019 - dl.acm.org
In the last decade, the number of articles on HCI and health has increased dramatically. We
extracted 139 papers on depression, anxiety and bipolar health issues from 10 years of …

A survey on big data-driven digital phenoty** of mental health

Y Liang, X Zheng, DD Zeng - Information Fusion, 2019 - Elsevier
The landscape of mental health has undergone tremendous changes within the last two
decades, but the research on mental health is still at the initial stage with substantial …

Social media and mental health: benefits, risks, and opportunities for research and practice

JA Naslund, A Bondre, J Torous… - Journal of technology in …, 2020 - Springer
Social media has become a prominent fixture in the lives of many individuals facing the
challenges of mental illness. Social media refers broadly to web and mobile platforms that …

Beyond screen time: Identity development in the digital age

I Granic, H Morita, H Scholten - Psychological inquiry, 2020 - Taylor & Francis
We are in the midst of a global transition in which digital “screens” are no longer simply
entertainment devices and distractions; rather, adolescents are currently living in a hybrid …

Depression and self-harm risk assessment in online forums

A Yates, A Cohan, N Goharian - arxiv preprint arxiv:1709.01848, 2017 - arxiv.org
Users suffering from mental health conditions often turn to online resources for support,
including specialized online support communities or general communities such as Twitter …

Responsible AI—two frameworks for ethical design practice

D Peters, K Vold, D Robinson… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In 2019, the IEEE launched the P7000 standards projects intended to address ethical issues
in the design of autonomous and intelligent systems. This move came amidst a growing …

A taxonomy of ethical tensions in inferring mental health states from social media

S Chancellor, ML Birnbaum, ED Caine… - Proceedings of the …, 2019 - dl.acm.org
Powered by machine learning techniques, social media provides an unobtrusive lens into
individual behaviors, emotions, and psychological states. Recent research has successfully …

Multimodal mental health analysis in social media

AH Yazdavar, MS Mahdavinejad, G Bajaj, W Romine… - Plos one, 2020 - journals.plos.org
Depression is a major public health concern in the US and globally. While successful early
identification and treatment can lead to many positive health and behavioral outcomes …

The human in emotion recognition on social media: Attitudes, outcomes, risks

N Andalibi, J Buss - Proceedings of the 2020 CHI Conference on Human …, 2020 - dl.acm.org
Emotion recognition algorithms recognize, infer, and harvest emotions using data sources
such as social media behavior, streaming service use, voice, facial expressions, and …

Pocket skills: A conversational mobile web app to support dialectical behavioral therapy

J Schroeder, C Wilkes, K Rowan, A Toledo… - Proceedings of the …, 2018 - dl.acm.org
Mental health disorders are a leading cause of disability worldwide. Although evidence-
based psychotherapy is effective, engagement from such programs can be low. Mobile apps …