Mining health social media with sentiment analysis

FC Yang, AJT Lee, SC Kuo - Journal of medical systems, 2016 - Springer
With the rapid development of the Internet, more and more users utilize health communities
(known as forums) to find health-related information, share their medical stories and …

Network-based modeling and intelligent data mining of social media for improving care

A Akay, A Dragomir… - IEEE journal of biomedical …, 2014 - ieeexplore.ieee.org
Intelligently extracting knowledge from social media has recently attracted great interest from
the Biomedical and Health Informatics community to simultaneously improve healthcare …

A rule-based sentiment classification framework for health reviews on mobile social media

A Khan, MZ Asghar, H Ahmad… - Journal of Medical …, 2017 - ingentaconnect.com
With the exponential increase in mobile-enabled social networks, the social media services
are increasingly being used by mobile health communities to share their personal health …

[HTML][HTML] Understanding health care social media use from different stakeholder perspectives: a content analysis of an online health community

Y Lu, Y Wu, J Liu, J Li, P Zhang - Journal of medical Internet research, 2017 - jmir.org
Background Health care social media used for health information exchange and emotional
communication involves different types of users, including patients, caregivers, and health …

Finding influential users of online health communities: a new metric based on sentiment influence

K Zhao, J Yen, G Greer, B Qiu, P Mitra… - Journal of the …, 2014 - academic.oup.com
Abstract Objective Online health communities (OHCs) have become a major source of
support for people with health problems. This research tries to improve our understanding of …

Analyzing patient stories on social media using text analytics

MA Zakkar, DJ Lizotte - Journal of Healthcare Informatics Research, 2021 - Springer
Patients can use social media to describe their healthcare experiences. Several social
media platforms, such as the Care Opinion platform, host large volumes of patient stories …

Study on differences between patients with physiological and psychological diseases in online health communities: topic analysis and sentiment analysis

J Liu, J Kong, X Zhang - … Journal of Environmental Research and Public …, 2020 - mdpi.com
The development of online social platforms has promoted the improvement of online health
communities (OHCs). However, OHCs often ignore differences in user discussions caused …

Sentiment lexicons for health-related opinion mining

L Goeuriot, JC Na, WY Min Kyaing, C Khoo… - Proceedings of the 2nd …, 2012 - dl.acm.org
Opinion mining consists in extracting from a text opinions expressed by its author and their
polarity. Lexical resources, such as polarized lexicons, are needed for this task. Opinion …

SentiHealth: creating health-related sentiment lexicon using hybrid approach

MZ Asghar, S Ahmad, M Qasim, SR Zahra, FM Kundi - SpringerPlus, 2016 - Springer
The exponential increase in the health-related online reviews has played a pivotal role in
the development of sentiment analysis systems for extracting and analyzing user-generated …

Identifying patient experience from online resources via sentiment analysis and topic modelling

M Bahja, M Lycett - proceedings of the 3rd IEEE/ACM International …, 2016 - dl.acm.org
Positive patient experience is crucial for retaining patient loyalty and in understanding and
acting upon limitations of the treatment or service provided. Online platforms, such as …