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Combating harmful Internet use with peer assessment and differential evolution

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arxiv 2301.10232 v1 pith:XTK7S2BB submitted 2022-12-31 cs.CY

Combating harmful Internet use with peer assessment and differential evolution

W.W. Koczkodaj , M. Mazurek , W. Pedrycz , E. Rogalska , R. Roth , D. Strzalka , A. Szymanska , A. Wolny-Dominiak
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M. Woodbury-Smith O.S. Xue R. Zbyrowski
This is my paper
classification cs.CY
keywords differentialevolutioninternetaccurateassessmentharmfulpeerpopulation
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Harmful Internet use (HIU) is a term coined for the unintended use of the Internet. In this study, we propose a more accurate HIU measuring method based on the peer assessment and differential evolution approach. The sample data comprises a juvenile population in Poland; 267 subjects assessed 1,513 peers. In addition to classic statistical analysis, differential evolution has been employed. Results indicate that there may be a substantially higher rate of HIU than other studies have indicated. More accurate measurement of the adolescent population influx affected by HIU is needed for healthcare and welfare system planning. Presented in Prague, Czech Republic, 20-22 July 2022.

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