[HTML][HTML] Sentiment analysis in health and well-being: systematic review
Background Sentiment analysis (SA) is a subfield of natural language processing whose
aim is to automatically classify the sentiment expressed in a free text. It has found practical …
aim is to automatically classify the sentiment expressed in a free text. It has found practical …
Online cancer communities as informatics intervention for social support: conceptualization, characterization, and impact
S Zhang, EOC Bantum, J Owen… - Journal of the …, 2017 - academic.oup.com
Objectives: The Internet and social media are revolutionizing how social support is
exchanged and perceived, making online health communities (OHCs) one of the most …
exchanged and perceived, making online health communities (OHCs) one of the most …
[HTML][HTML] Analyzing and predicting user participations in online health communities: a social support perspective
Background: Online health communities (OHCs) have become a major source of social
support for people with health problems. Members of OHCs interact online with similar peers …
support for people with health problems. Members of OHCs interact online with similar peers …
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 …
[HTML][HTML] Longitudinal analysis of discussion topics in an online breast cancer community using convolutional neural networks
Identifying topics of discussions in online health communities (OHC) is critical to various
information extraction applications, but can be difficult because topics of OHC content are …
information extraction applications, but can be difficult because topics of OHC content are …
Aspiring to unintended consequences of natural language processing: a review of recent developments in clinical and consumer-generated text processing
D Demner-Fushman, N Elhadad - Yearbook of medical …, 2016 - thieme-connect.com
Objectives: This paper reviews work over the past two years in Natural Language
Processing (NLP) applied to clinical and consumer-generated texts. Methods: We included …
Processing (NLP) applied to clinical and consumer-generated texts. Methods: We included …
[HTML][HTML] Peer Support for Chronic Pain in Online Health Communities: Quantitative Study on the Dynamics of Social Interactions in a Chronic Pain Forum
Background Peer support for chronic pain is increasingly taking place on social media via
social networking communities. Several theories on the development and maintenance of …
social networking communities. Several theories on the development and maintenance of …
A park or a highway: Overcoming tensions in designing for socio-emotional and informational needs in online health communities
D Nakikj, L Mamykina - Proceedings of the 2017 ACM conference on …, 2017 - dl.acm.org
Over the years online health communities (OHCs) have become an important source of
information regarding health management and a place for social interaction and emotional …
information regarding health management and a place for social interaction and emotional …
Unconscious or conscious? The impacts of habit and social support receipt on older adults' continued participation in online health communities
D Ma, M Zuo - Aslib Journal of Information Management, 2022 - emerald.com
Purpose Online health communities (OHCs) can be complementary to healthcare systems to
improve the health behaviors of older adults with chronic diseases. This study aims to …
improve the health behaviors of older adults with chronic diseases. This study aims to …
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 …
struggle to identify suitable peer mentors as these communities grow. To facilitate mentoring …