AIMC Topic: Social Media

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Leveraging textual information for social media news categorization and sentiment analysis.

PloS one Jul 15, 2024
The rise of social media has changed how people view connections. Machine Learning (ML)-based sentiment analysis and news categorization help understand emotions and access news. However, most studies focus on complex models requiring heavy resources...
Emotions Social Media Machine Learning Algorithms Humans
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Beyond algorithms: The human touch machine-generated titles for enhancing click-through rates on social media.

PloS one Jul 12, 2024
Artificial intelligence (AI) has the potential to revolutionize various domains by automating language-driven tasks. This study evaluates the effectiveness of an AI-assisted methodology, called the "POP Title AI Five-Step Optimization Method," in opt...
Touch Humans Social Media Artificial Intelligence Algorithms Natural Language Processing
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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...
Support Vector Machine Social Media Bayes Theorem Machine Learning Algorithms Humans
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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 Attitude Humans Female Machine Learning Male
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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.
Mental Health Suicide Prevention Social Media Machine Learning Data Analysis Humans
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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 Natural Language Processing Video Recording Male Social Media Health Education Female Adult
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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...
Adolescent Social Media Female Male Cyberbullying Internet Autistic Disorder 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...
Conservation of Natural Resources Deep Learning Social Media 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...
Humans Social Media Natural Language Processing Public Opinion Deep Learning Emotions
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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...
Touch Perception Humans Female Emotions Social Media Intention Touch Robotics Young Adult Communication Adult Male
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