AIMC Topic: Social Media

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MultiADE: A Multi-domain benchmark for Adverse Drug Event extraction.

Journal of biomedical informatics Nov 12, 2024
OBJECTIVE: Active adverse event surveillance monitors Adverse Drug Events (ADE) from different data sources, such as electronic health records, medical literature, social media and search engine logs. Over the years, many datasets have been created, ...
Data Mining Adverse Drug Reaction Reporting Systems Electronic Health Records Social Media Benchmarking Drug-Related Side Effects and Adverse Reactions Natural Language Processing Machine Learning Algorithms Databases, Factual Humans
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Public opinion mining in social media about Ethiopian broadcasts using deep learning.

Scientific reports Nov 12, 2024
Now adays people express and share their opinions on various events on the internet thanks to social media. Opinion mining is the process of interpreting user-generated opinion data on social media. Aside from its lack of resources in opinion-mining ...
Humans Deep Learning Ethiopia Public Opinion Social Media Data Mining
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A New Research Model for Artificial Intelligence-Based Well-Being Chatbot Engagement: Survey Study.

JMIR human factors Nov 11, 2024
BACKGROUND: Artificial intelligence (AI)-based chatbots have emerged as potential tools to assist individuals in reducing anxiety and supporting well-being.
Humans Artificial Intelligence Surveys and Questionnaires Social Media Intention Male Female Middle Aged Adult China
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Identifying Topics Around Nicotine Gum: A Machine Learning Approach with Twitter Data.

Substance use & misuse Nov 9, 2024
BACKGROUND: Nicotine gum products from brands like Lucy and Rogue are relatively new arrivals to the tobacco marketplace. While studies of correlates of nicotine gum use are in their nascent stage, data from social media can be used to stay abreast o...
Nicotine Chewing Gum Consumer Health Information Public Opinion Machine Learning Social Media
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Crowdsourcing Adverse Events Associated With Monoclonal Antibodies Targeting Calcitonin Gene-Related Peptide Signaling for Migraine Prevention: Natural Language Processing Analysis of Social Media.

JMIR formative research Nov 8, 2024
BACKGROUND: Clinical trials demonstrate the efficacy and tolerability of medications targeting calcitonin gene-related peptide (CGRP) signaling for migraine prevention. However, these trials may not accurately reflect the real-world experiences of mo...
Humans Antibodies, Monoclonal, Humanized Natural Language Processing Drug-Related Side Effects and Adverse Reactions Calcitonin Gene-Related Peptide Social Media Antibodies, Monoclonal Migraine Disorders
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Supporting the care to breast cancer patients with unique needs: Evidence from online community members' responses.

International journal of medical informatics Nov 6, 2024
BACKGROUND: Breast cancer is the most common cancer diagnosed in women globally. Online cancer communities (OCCs) provide platforms for breast cancer patients to connect, share experiences, and support each other. These communities facilitate discuss...
Internet Breast Neoplasms Deep Learning Humans Social Support Social Media Female Natural Language Processing
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Machine learning and deep learning-based approach to categorize Bengali comments on social networks using fused dataset.

PloS one Oct 3, 2024
Through the advancement of the contemporary web and the rapid adoption of social media platforms such as YouTube, Twitter, and Facebook, for example, life has become much easier when dealing with certain highly personal problems. The far-reaching con...
India Humans Social Media Social Networking Machine Learning Natural Language Processing Neural Networks, Computer Deep Learning
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A novel hybrid deep learning IChOA-CNN-LSTM model for modality-enriched and multilingual emotion recognition in social media.

Scientific reports Sep 27, 2024
In the rapidly evolving field of artificial intelligence, the importance of multimodal sentiment analysis has never been more evident, especially amid the ongoing COVID-19 pandemic. Our research addresses the critical need to understand public sentim...
Humans Neural Networks, Computer Algorithms SARS-CoV-2 COVID-19 Social Media Deep Learning Emotions
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Guide for the application of the data augmentation approach on sets of texts in Spanish for sentiment and emotion analysis.

PloS one Sep 26, 2024
Over the last ten years, social media has become a crucial data source for businesses and researchers, providing a space where people can express their opinions and emotions. To analyze this data and classify emotions and their polarity in texts, nat...
Neural Networks, Computer Emotions Machine Learning Social Media Algorithms Natural Language Processing Humans Language Deep Learning
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Is Artificial Intelligence ageist?

European geriatric medicine Sep 25, 2024
INTRODUCTION: Generative Artificial Intelligence (AI) is a technological innovation with wide applicability in daily life, which could help elderly people. However, it raises potential conflicts, such as biases, omissions and errors.
Social Media Aging Stereotyping Ageism Surveys and Questionnaires Humans Generative Artificial Intelligence Artificial Intelligence
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