基于数据挖掘技术的青少年网络使用行为分析

Chonnikarn Rodmorn, Mathuros Panmuang, Khuanwara Potiwara
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引用次数: 1

摘要

青少年的网络使用行为非常容易受到威胁,因为网络信息有积极和消极的一面,青少年试图模仿他们看到的东西,但他们不能自己判断什么是合适的,什么是不合适的。青少年充满好奇心,总是想要了解更多的新事物,但他们缺乏决策的经验,并且由于这一阶段被称为生活的过渡期,充满了身体,心理,情感的变化,影响着社会关系;因此,他们需要父母的关注和适当的建议和指导,这对于确定孩子的角色或行为非常重要。综上所述,我们调查了父母的教养与青少年网络使用行为和体验之间的关系。利用数据挖掘技术将父母和青少年聚类,利用关联规则技术研究父母教养对青少年网络使用行为的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis of the internet using behavior of adolescents by using data mining technique
Internet using behavior of teenagers is very vulnerable to threats, because internet information has both positive and negative aspects in which teenagers try to imitate what they see, but they cannot judge for themselves what is appropriate or not. Teenagers are curious, and always want to know more about new thing, but they lack the experience in decision-making, and since this phase of life is known as the transition period of life full of physical, mental, emotional changes which affect the social relationships; therefore, they need attention and proper advice and guidance from their parents which is very important to determine the role or behavior from their children. From the above mentioned, we investigated the relation between the upbringing of their parents, internet using behavior and experience of teenagers. We use data mining technique to group parents and teenagers into clusters, and then use the association rule technique to investigate the relationship of upbringing of parents that affect internet using behavior of teenagers.
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