Mobile Screen Addiction Using Addictive Attribute by Combination of Algorithm-In Addiction Disorder

G. Baby Saral, G and R. Priya, R (2023) Mobile Screen Addiction Using Addictive Attribute by Combination of Algorithm-In Addiction Disorder. International Journal of Interactive Mobile Technologies (iJIM), 17 (04). pp. 144-151. ISSN 1865-7923

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Abstract

Mobile Screen Addiction Using Addictive Attribute by Combination of Algorithm-In Addiction Disorder G. Baby Saral R. Priya

Mobile Screen spent by teenage who use lot of time on screen experience psychiatric problems such as frustration, fatigue, depression, anxiety, and so on. Matplotlib pyplot with histogram figure is used to evaluate the psychiatric condition data (CSV file). For the purpose of rating the condition data, the standard deviation and mean are determined. For data analysis, there is a correlation matrix that compares every row and column. Gradient Booster, Logistic Regression, Knn algorithm is used to compare the precision of the machine learning process, which merged the characteristics of addictive and non-addictive data to find rating disorders.

Item Type: Article
Subjects: Computer Applications > Computer Networks
Divisions: Computer Applications
Depositing User: Mr IR Admin
Date Deposited: 26 Sep 2024 10:23
Last Modified: 26 Sep 2024 10:23
URI: https://ir.vistas.ac.in/id/eprint/7349

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