AIMC Topic: Social Media

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Using deep learning and word embeddings for predicting human agreeableness behavior.

Scientific reports Dec 2, 2024
The latest advancements of deep learning have resulted in a new era of natural language processing. The machines now possess an unparallel ability to interpret and engage with various tasks such as text classification, content generation and natural ...
Humans Personality Social Media Natural Language Processing Algorithms Deep Learning
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Large Language Model Enhanced Logic Tensor Network for Stance Detection.

Neural networks : the official journal of the International Neural Network Society Nov 29, 2024
Social media platforms, rich in user-generated content, offer a unique perspective on public opinion, making stance detection an essential task in opinion mining. However, traditional deep neural networks for stance detection often suffer from limita...
Social Media Logic Neural Networks, Computer Language Large Language Models Humans
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Analyzing Patient Experience on Weibo: Machine Learning Approach to Topic Modeling and Sentiment Analysis.

JMIR medical informatics Nov 29, 2024
BACKGROUND: Social media platforms allow individuals to openly gather, communicate, and share information about their interactions with health care services, becoming an essential supplemental means of understanding patient experience.
Patient Satisfaction Humans Machine Learning Social Media Bayes Theorem
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AdversaFlow: Visual Red Teaming for Large Language Models with Multi-Level Adversarial Flow.

IEEE transactions on visualization and computer graphics Nov 25, 2024
Large Language Models (LLMs) are powerful but also raise significant security concerns, particularly regarding the harm they can cause, such as generating fake news that manipulates public opinion on social media and providing responses to unethical ...
Humans Artificial Intelligence Computer Graphics Large Language Models Algorithms Social Media Language Computer Security
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Detection of hate: speech tweets based convolutional neural network and machine learning algorithms.

Scientific reports Nov 21, 2024
There is no doubt that social media sites have provided many benefits to humanity, such as sharing information continuously and communicating with others easily. It also seems that social media sites have many advantages, but in addition to these adv...
Algorithms Deep Learning Support Vector Machine Social Media Speech Neural Networks, Computer Humans Machine Learning
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Application of social media communication for museum based on the deep mediatization and artificial intelligence.

Scientific reports Nov 19, 2024
Based on deep mediatization theory and artificial intelligence (AI) technology, this study explores the effective improvement of museums' social media communication by applying Convolutional Neural Network (CNN) technology. Firstly, the social media ...
Social Media Museums Artificial Intelligence Communication Deep Learning Humans Neural Networks, Computer
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Comparative Analysis of Machine-Learning Model Performance in Image Analysis: The Impact of Dataset Diversity and Size.

Anesthesia and analgesia Nov 15, 2024
BACKGROUND: This study presents an analysis of machine-learning model performance in image analysis, with a specific focus on videolaryngoscopy procedures. The research aimed to explore how dataset diversity and size affect the performance of machine...
Social Media Machine Learning Datasets as Topic Humans Laryngoscopy Video Recording Image Processing, Computer-Assisted
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AI for Analyzing Mental Health Disorders Among Social Media Users: Quarter-Century Narrative Review of Progress and Challenges.

Journal of medical Internet research Nov 15, 2024
BACKGROUND: Mental health disorders are currently the main contributor to poor quality of life and years lived with disability. Symptoms common to many mental health disorders lead to impairments or changes in the use of language, which are observabl...
Natural Language Processing Mental Health Social Media Artificial Intelligence Mental Disorders Humans COVID-19 SARS-CoV-2
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How Useful are Current Chatbots Regarding Urology Patient Information? Comparison of the Ten Most Popular Chatbots' Responses About Female Urinary Incontinence.

Journal of medical systems Nov 13, 2024
This research evaluates the readability and quality of patient information material about female urinary incontinence (fUI) in ten popular artificial intelligence (AI) supported chatbots. We used the most recent versions of 10 widely-used chatbots, i...
Patient Education as Topic Internet Urinary Incontinence Female Comprehension Humans Social Media Artificial Intelligence
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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, ...
Natural Language Processing Benchmarking Electronic Health Records Social Media Adverse Drug Reaction Reporting Systems Drug-Related Side Effects and Adverse Reactions Data Mining Humans Algorithms Databases, Factual Machine Learning
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