Sentiment analysis for mining texts and social networks data: Methods and tools

C Zucco, B Calabrese, G Agapito… - … : Data Mining and …, 2020 - Wiley Online Library
Social networks (SNs) represent an established environment in which users share daily
emotions and opinions. Therefore, they have become an essential source of big data related …

Explainable sentiment analysis with applications in medicine

C Zucco, H Liang, G Di Fatta… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
Sentiment Analysis can help to extract knowledge related to opinions and emotions from
user generated text information. It can be applied in medical field for patients monitoring …

Sentiment analysis and affective computing for depression monitoring

C Zucco, B Calabrese… - 2017 IEEE international …, 2017 - ieeexplore.ieee.org
Depression is one of the most common and disabling mental disorders that has a relevant
impact on society. Semiautomatic and/or automatic health monitoring systems could be …

Mining twitter data for depression detection

P Arora, P Arora - 2019 international conference on signal …, 2019 - ieeexplore.ieee.org
Health care twitter analysis deals with the health related tweets through sentimental analysis
by the patients themselves. The application of sentiment analysis has grown enormously. Its …

Medical prescription classification: a NLP-based approach

V Carchiolo, A Longheu, G Reitano… - … on Computer Science …, 2019 - ieeexplore.ieee.org
The digitization of healthcare data has been consolidated in the last decade as a must to
manage the vast amount of data generated by healthcare organizations. Carrying out this …

Extracting association rules from medical health records using multi-criteria decision analysis

KS Lakshmi, G Vadivu - Procedia Computer Science, 2017 - Elsevier
Abstract Medical Health Records serves as rich knowledge sources for data mining. The
availability of enormous amounts of medical data can be utilized to extract constructive facts …

Analyzing the sentiment correlation between regular tweets and retweets

J Chen, MS Hossain, H Zhang - Social network analysis and mining, 2020 - Springer
Retweeting is an important way of information propagation on Twitter. In this paper, we
investigate the sentiment correlation between regular tweets and retweets. We anticipate our …

[HTML][HTML] Infodemiological examination of personal and commercial tweets about cannabidiol: term and sentiment analysis

J Turner, M Kantardzic, R Vickers-Smith - Journal of Medical Internet …, 2021 - jmir.org
Background In the absence of official clinical trial information, data from social networks can
be used by public health and medical researchers to assess public claims about loosely …

Information Extraction and Sentiment Analysis to gain insight into the COVID-19 crisis

S Avasthi, R Chauhan, DP Acharjya - International Conference on …, 2022 - Springer
The recent outbreak of coronavirus disease (COVID-19) has vividly proven to be a global
outbreak that has caused millions of lives and left the world in distress. Many research …

What topics and emotions expressed by glaucoma patients? A sentiment analysis perspective

SM Sarsam, AI Alzahrani, H Al-Samarraie - Social Network Analysis and …, 2024 - Springer
The recognition of eye disorders has the potential to reduce blindness in people. The need
for a procedural method is important to boost the overall recognition process. Although the …