Using data mining technology to explore Internet addiction behavioral patterns

Mu Jung Huang, Chin Chun Cheng, Mu Yen Chen

研究成果: Conference contribution

摘要

The purposes of this study were to explore psychological satisfaction and emotional reaction of Internet users through emotional perspectives and to discuss whether Internet use behaviors would lead to addiction to the Internet. From previous literature and studies, it was found that most studies explored this topic by testing hypotheses. The study used data mining to identify association rules among affective ambivalence, Internet use behavior and Internet addiction. Online and paper questionnaires were distributed for this study. Online questionnaires were put on BBS, Facebook and major forums; paper questionnaires were distributed via convenience sampling. A total of 565 questionnaires were recovered. Among these, 502 copies of the questionnaires were valid, making the effective response rate about 88%. It was found from the affective ambivalence that different use behaviors would result in different affective states. Different individuals would also show different behavior and creativity.

原文English
主出版物標題IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - ISIC 2014
主出版物子標題2014 IEEE International Symposium on Independent Computing, Proceedings
發行者Institute of Electrical and Electronics Engineers Inc.
ISBN(電子)9781479944774
DOIs
出版狀態Published - 2015 一月 15
事件2014 IEEE International Symposium on Independent Computing, ISIC 2014 - Orlando, United States
持續時間: 2014 十二月 92014 十二月 12

出版系列

名字IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - ISIC 2014: 2014 IEEE International Symposium on Independent Computing, Proceedings

Other

Other2014 IEEE International Symposium on Independent Computing, ISIC 2014
國家United States
城市Orlando
期間14-12-0914-12-12

All Science Journal Classification (ASJC) codes

  • Computer Science(all)

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  • 引用此

    Huang, M. J., Cheng, C. C., & Chen, M. Y. (2015). Using data mining technology to explore Internet addiction behavioral patterns. 於 IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - ISIC 2014: 2014 IEEE International Symposium on Independent Computing, Proceedings [7011757] (IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - ISIC 2014: 2014 IEEE International Symposium on Independent Computing, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/INDCOMP.2014.7011757