AIMC Topic: Social Media

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Public sentiment analysis on urban regeneration: A massive data study based on sentiment knowledge enhanced pre-training and latent Dirichlet allocation.

PloS one Apr 27, 2023
BACKGROUND: Public satisfaction is the ultimate goal and an important determinant of China's urban regeneration plan. This study is the first to use massive data to perform sentiment analysis of public comments on China's urban regeneration.
Hong Kong Attitude Regeneration Sentiment Analysis Humans China Social Media
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Lexicon-based sentiment analysis to detect opinions and attitude towards COVID-19 vaccines on Twitter in Italy.

Computers in biology and medicine Apr 5, 2023
The paper proposes a methodology based on Natural Language Processing (NLP) and Sentiment Analysis (SA) to get insights into sentiments and opinions toward COVID-19 vaccination in Italy. The studied dataset consists of vaccine-related tweets publishe...
COVID-19 COVID-19 Vaccines Humans Attitude Sentiment Analysis Social Media Italy
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A Deep Learning Framework for News Readers' Emotion Prediction Based on Features From News Article and Pseudo Comments.

IEEE transactions on cybernetics Mar 16, 2023
With the rapid development of the Internet, readers tend to share their views and emotions about news events. Predicting these emotions provides a vital role in social media applications (e.g., sentiment retrieval, opinion summary, and election predi...
Humans Social Media Deep Learning Emotions
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Qualitative and Artificial Intelligence-based Sentiment Analyses of Anti-LGBTI+ Hate Speech on Twitter in Turkey.

Issues in mental health nursing Jan 20, 2023
The aim of this study was to evaluate hate speech in Turkish LGBTI+-related tweets during a one-month period of artificial intelligence-based sentiment analyses. Turkish tweets related to LGBTI+, were retrieved using Python library Tweepy and were ev...
Artificial Intelligence Speech Humans Sentiment Analysis Turkey Social Media Hate
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A Sentiment Analysis Anomaly Detection System for Cyber Intelligence.

International journal of neural systems Dec 31, 2022
Considering the 2030 United Nations intent of world connection, Cyber Intelligence becomes the main area of the human dimension able of inflicting changes in geopolitical dynamics. In cyberspace, the new battlefield is the mind of people including ne...
Intention Attitude Sentiment Analysis Social Media Humans Intelligence
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A Novel Hybrid Multi-Modal Deep Learning for Detecting Hashtag Incongruity on Social Media.

Sensors (Basel, Switzerland) Dec 15, 2022
Hashtags have been an integral element of social media platforms over the years and are widely used by users to promote, organize and connect users. Despite the intensive use of hashtags, there is no basis for using congruous tags, which causes the c...
Humans Social Media Deep Learning
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Depression Detection Based on Hybrid Deep Learning SSCL Framework Using Self-Attention Mechanism: An Application to Social Networking Data.

Sensors (Basel, Switzerland) Dec 13, 2022
In today's world, mental health diseases have become highly prevalent, and depression is one of the mental health problems that has become widespread. According to WHO reports, depression is the second-leading cause of the global burden of diseases. ...
Semantics Depression Social Media Deep Learning Mental Disorders Female Mental Health Male Humans
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Public perception of metaverse and mental health on Twitter: A sentiment analysis.

Progress in cardiovascular diseases Nov 26, 2022
Humans Public Opinion Mental Health Sentiment Analysis Social Media
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Multimodal false information detection method based on Text-CNN and SE module.

PloS one Nov 23, 2022
False information detection can detect false information in social media and reduce its negative impact on society. With the development of multimedia, the multimodal content contained in false information is increasing, so it is important to use mul...
Social Media Neural Networks, Computer Disinformation Humans
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Towards Transfer Learning Techniques-BERT, DistilBERT, BERTimbau, and DistilBERTimbau for Automatic Text Classification from Different Languages: A Case Study.

Sensors (Basel, Switzerland) Oct 26, 2022
The Internet of Things is a paradigm that interconnects several smart devices through the internet to provide ubiquitous services to users. This paradigm and Web 2.0 platforms generate countless amounts of textual data. Thus, a significant challenge ...
Natural Language Processing Language Social Media Learning Deep Learning
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