AIMC Topic: Internet Addiction Disorder

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Using machine learning to model problematic smartphone use severity: The significant role of fear of missing out.

Addictive behaviors Dec 28, 2019
We examined a model of psychopathology variables, age and sex as correlates of problematic smartphone use (PSU) severity using supervised machine learning in a sample of Chinese undergraduate students. A sample of 1097 participants completed measures...
Internet Addiction Disorder Humans Female Young Adult China Models, Statistical Male Supervised Machine Learning Students
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Predicting likelihood of psychological disorders in PlayerUnknown's Battlegrounds (PUBG) players from Asian countries using supervised machine learning.

Addictive behaviors Oct 4, 2019
Multiplayer Online Battle Arena (MOBA) has become one of the most popular genre of online video games played by gamers worldwide. Previous studies have exhibited that excessive engagement in games can lead to Internet Gaming Disorder (IGD). Internet ...
Male Surveys and Questionnaires Reproducibility of Results Humans Self Concept Young Adult Asia Adolescent Adult Supervised Machine Learning Female Internet Addiction Disorder
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Exploring artificial intelligence (AI) Chatbot usage behaviors and their association with mental health outcomes in Chinese university students.

Journal of affective disorders Jul 1, 2025
Technology dependence has long been a critical public health issue, especially among young people. With the development of AI chatbots, many individuals are integrating these tools into their daily lives. However, we have limited knowledge about the ...
Adult Mental Health Male Students Cross-Sectional Studies Artificial Intelligence Female Young Adult Humans Universities Internet Addiction Disorder Generative Artificial Intelligence Resilience, Psychological Surveys and Questionnaires China Adolescent Depression
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People are not becoming "AIholic": Questioning the "ChatGPT addiction" construct.

Addictive behaviors Jul 1, 2025
Generative artificial intelligence (AI) chatbots such as ChatGPT have rapidly gained popularity in many daily life spheres, even sparking scholarly debate about a potential "ChatGPT addiction." Throughout history, new technologies have repeatedly bee...
Behavior, Addictive Internet Addiction Disorder Artificial Intelligence Generative Artificial Intelligence Humans
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Predictors of smartphone addiction in adolescents with depression: combing the machine learning and moderated mediation model approach.

Behaviour research and therapy Jun 1, 2025
Smartphone addiction (SA) significantly impacts the physical and mental health of adolescents, and can further exacerbate existing mental health issues in those with depression. However, fewer studies have focused on the predictors of SA in adolescen...
Bullying Internet Addiction Disorder Rumination, Cognitive Emotions Adaptation, Psychological Mediation Analysis Risk Factors Male Adolescent Smartphone Depression Humans Machine Learning Female
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Facial emotion based smartphone addiction detection and prevention using deep learning and video based learning.

Scientific reports May 23, 2025
Smartphone addiction among students has emerged as a critical issue, negatively impacting their academic performance, emotional well-being, and social behavior. This paper introduces the Theory of Mind integrated with Video Modelling (TMVM) framework...
Students Deep Learning Adolescent Young Adult Male Facial Expression Behavior, Addictive Internet Addiction Disorder Emotions Video Recording Humans Smartphone Algorithms Neural Networks, Computer Female
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Classification of internet addiction using machine learning on electroencephalography synchronization and functional connectivity.

Psychological medicine May 16, 2025
BACKGROUND: Internet addiction (IA) refers to excessive internet use that causes cognitive impairment or distress. Understanding the neurophysiological mechanisms underpinning IA is crucial for enabling an accurate diagnosis and informing treatment a...
Brain Female Reproducibility of Results Humans Machine Learning Internet Addiction Disorder Male Support Vector Machine Electroencephalography Young Adult Adult
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