Journal of Korea Game Society (한국게임학회 논문지)

Korea Game Society (한국게임학회)
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Development of a system for detecting game user's addiction

게임 이용자의 과몰입을 탐지하기 위한 시스템 개발

  • Oh, Sung-kyun (Department of Software Engineering, Seoil University) ;
  • Yoon, Taebok (Department of Software Engineering, Seoil University)
  • 오성균 (서일대학교 소프트웨어공학과) ;
  • 윤태복 (서일대학교 소프트웨어공학과)
  • Received : 2018.09.28
  • Accepted : 2018.10.18
  • Published : 2018.10.20
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Abstract

With the development of ICT technology, the game industry is growing rapidly. However, due to the excessive play of the game, there are cases where normal life is difficult. It is necessary to study the diagnosis and countermeasures against such game addiction. This paper study a system for diagnosing game addiction based on game usage information of game users. In order to develop a game addiction diagnostic system, this study classifies game addiction and abuse users and collects and models log information in real game environment. In addition, the addiction and good use model of game users was used as a knowledge to diagnose the addiction of new game users. Through the experiment, we could confirm the meaningful results. Also, according to the result of the diagnosis, the service such as SMS and reporting was suggested.

ICT기술의 발달과 함께 게임 산업은 급속도로 성장하고 있다. 하지만 게임의 과도한 플레이로 인하여 정상적인 생활이 어려운 사례가 등장하고 있다. 이러한 게임 과몰입에 대한 진단과 대응 방안의 연구가 필요한 실정이다. 본 연구는 게임 이용자의 게임 이용 정보를 기반으로 게임 과몰입을 진단하는 시스템을 제안한다. 과몰입 진단 시스템을 개발하기 위하여 과몰입 및 선용 이용자를 분류하고, 실제 게임 환경에서 로그 정보를 수집하여 모델링하였다. 게임 이용자의 과몰입 및 선용군 모델은 새로운 게임 이용자의 과몰입 유무를 진단할 수 있는 지식으로 활용하였다. 실험을 통하여 의미있는 결과를 확인할 수 있었으며, 진단 결과에 따라 문자서비스, 리포팅 등의 서비스 방안도 제시하였다.

Keywords

References

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