A systematic literature review of machine learning in online personal health data

Z Yin, LM Sulieman, BA Malin - Journal of the American Medical …, 2019 - academic.oup.com
Objective User-generated content (UGC) in online environments provides opportunities to
learn an individual's health status outside of clinical settings. However, the nature of UGC …

Cass: Towards building a social-support chatbot for online health community

L Wang, D Wang, F Tian, Z Peng, X Fan… - Proceedings of the …, 2021 - dl.acm.org
Chatbots systems, despite their popularity in today's HCI and CSCW research, fall short for
one of the two reasons: 1) many of the systems use a rule-based dialog flow, thus they can …

Seekers, providers, welcomers, and storytellers: Modeling social roles in online health communities

D Yang, RE Kraut, T Smith, E Mayfield… - Proceedings of the 2019 …, 2019 - dl.acm.org
Participants in online communities often enact different roles when participating in their
communities. For example, some in cancer support communities specialize in providing …

Forum77: An analysis of an online health forum dedicated to addiction recovery

D MacLean, S Gupta, A Lembke, C Manning… - Proceedings of the 18th …, 2015 - dl.acm.org
Prescription drug abuse is a pressing public health issue, and people who misuse
prescription drugs are turning to online forums for help. Are such forums effective? We …

Patterns of patient and caregiver mutual support connections in an online health community

Z Levonian, M Dow, D Erikson, S Ghosh… - Proceedings of the …, 2021 - dl.acm.org
Online health communities offer the promise of support benefits to users, in particular
because these communities enable users to find peers with similar experiences. Building …

The reintegration journey following a psychiatric hospitalization: examining the role of social technologies

SK Ernala, J Seybolt, DW Yoo, ML Birnbaum… - Proceedings of the …, 2022 - dl.acm.org
For people diagnosed with mental health conditions, psychiatric hospitalization is a major
life transition, involving clinical treatment, crisis stabilization and loss of access of social …

Discourse mode categorization of bengali social media health text

S Sazzed - Proceedings of the 13th Workshop on Computational …, 2023 - aclanthology.org
The scarcity of annotated data is a major impediment to natural language processing (NLP)
research in Bengali, a language that is considered low-resource. In particular, the health …

Leveraging cues from person-generated health data for peer matching in online communities

AL Hartzler, MN Taylor, A Park, T Griffiths… - Journal of the …, 2016 - academic.oup.com
Objective Online health communities offer a diverse peer support base, yet users can
struggle to identify suitable peer mentors as these communities grow. To facilitate mentoring …

Characterizing information seeking events in health-related social discourse

O Sharif, M Basak, T Parvin, A Scharfstein… - Proceedings of the …, 2024 - ojs.aaai.org
Social media sites have become a popular platform for individuals to seek and share health
information. Despite the progress in natural language processing for social media mining, a …

Talk more about yourself: a data-driven extended theory of reasoned action for online health communities

X Wang, Z Zuo, X Tong, Y Zhu - Information Technology and Management, 2024 - Springer
Online health communities (OHCs) are able to facilitate social support exchange among
people with similar health concerns, and the relationship between self-disclosure and social …