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A systematic literature review of machine learning in online personal health data
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 …
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
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 …
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
Participants in online communities often enact different roles when participating in their
communities. For example, some in cancer support communities specialize in providing …
communities. For example, some in cancer support communities specialize in providing …
Forum77: An analysis of an online health forum dedicated to addiction recovery
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 …
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
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 …
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
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 …
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 …
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
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 …
struggle to identify suitable peer mentors as these communities grow. To facilitate mentoring …
Characterizing information seeking events in health-related social discourse
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 …
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
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 …
people with similar health concerns, and the relationship between self-disclosure and social …