AIMC Topic: Social Media

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HAPI: An efficient Hybrid Feature Engineering-based Approach for Propaganda Identification in social media.

PloS one Jul 10, 2024
Social media platforms serve as communication tools where users freely share information regardless of its accuracy. Propaganda on these platforms refers to the dissemination of biased or deceptive information aimed at influencing public opinion, enc...
Social Media Bayes Theorem Algorithms Humans Support Vector Machine Machine Learning
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Predicting negative attitudes towards suicide in social media texts: prediction model development and validation study.

Frontiers in public health Jul 8, 2024
BACKGROUND: Implementing machine learning prediction of negative attitudes towards suicide may improve health outcomes. However, in previous studies, varied forms of negative attitudes were not adequately considered, and developed models lacked rigor...
Suicide Social Media Female Attitude Humans Male Machine Learning
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Insights Derived From Text-Based Digital Media, in Relation to Mental Health and Suicide Prevention, Using Data Analysis and Machine Learning: Systematic Review.

JMIR mental health Jun 27, 2024
BACKGROUND: Text-based digital media platforms have revolutionized communication and information sharing, providing valuable access to knowledge and understanding in the fields of mental health and suicide prevention.
Suicide Prevention Social Media Humans Data Analysis Mental Health Machine Learning
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Assessing inclusion and representativeness on digital platforms for health education: Evidence from YouTube.

Journal of biomedical informatics Jun 15, 2024
BACKGROUND: Studies confirm that significant biases exist in online recommendation platforms, exacerbating pre-existing disparities and leading to less-than-optimal outcomes for underrepresented demographics. We study issues of bias in inclusion and ...
Humans Machine Learning Male Social Media Natural Language Processing Female Adult Video Recording Health Education
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Using AI-Based Virtual Companions to Assist Adolescents with Autism in Recognizing and Addressing Cyberbullying.

Sensors (Basel, Switzerland) Jun 15, 2024
Social media platforms and online gaming sites play a pervasive role in facilitating peer interaction and social development for adolescents, but they also pose potential threats to health and safety. It is crucial to tackle cyberbullying issues with...
Autistic Disorder Cyberbullying Female Male Social Media Internet Adolescent Humans Artificial Intelligence
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Applying deep learning on social media to investigate cultural ecosystem services in protected areas worldwide.

Scientific reports Jun 13, 2024
Protected areas (PAs) are the cornerstone of conservation efforts. Although they provide many benefits to humanity, the variability in the provision of cultural ecosystem services (CES) among global PAs remains unknown. To investigate this, we combin...
Deep Learning Social Media Conservation of Natural Resources Humans Ecosystem
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Sentiment analysis of the Hamas-Israel war on YouTube comments using deep learning.

Scientific reports Jun 13, 2024
Sentiment analysis aims to classify text based on the opinion or mentality expressed in a situation, which can be positive, negative, or neutral. Therefore, in the world, a lot of opinions are available on various social media sites, which must be ga...
Natural Language Processing Public Opinion Emotions Social Media Humans Deep Learning
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Tactile emoticons: Conveying social emotions and intentions with manual and robotic tactile feedback during social media communications.

PloS one Jun 12, 2024
Touch offers important non-verbal possibilities for socioaffective communication. Yet most digital communications lack capabilities regarding exchanging affective tactile messages (tactile emoticons). Additionally, previous studies on tactile emotico...
Intention Young Adult Social Media Touch Adult Robotics Touch Perception Male Communication Humans Emotions Female
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Threatening language detection from Urdu data with deep sequential model.

PloS one Jun 6, 2024
The Urdu language is spoken and written on different social media platforms like Twitter, WhatsApp, Facebook, and YouTube. However, due to the lack of Urdu Language Processing (ULP) libraries, it is quite challenging to identify threats from textual ...
Humans Machine Learning Internet Social Media Natural Language Processing Language Deep Learning
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Scaling the Idea of Opinion Leadership to Address Health Misinformation: The Case for "Health Communication AI".

Journal of health communication Jun 4, 2024
There is strong evidence of the impact of opinion leaders in health promotion programs. Early work by Burke-Garcia suggests that social media influencers are the opinion leaders of the digital age as they come from the communities they influence, hav...
Humans Communication Health Communication Social Media Artificial Intelligence Leadership
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