23. Log Analysis-based User Customizable Dynamic Level Design

Title(KR)

로그 분석 기반 사용자 맞춤형 동적 레벨 디자인

Title(ENG)

Log Analysis-based User Customizable Dynamic Level Design

Keywords(KR)

Game Level Design, Customizable Design, Log Analysis

Keywords(ENG)

Game Level Design, Customizable Design, Log Analysis

Author

Jeongman Heo, MinJae Kim, Jin-Hyoung Kim, So-Young Park, and SeokKyoo Kim

Abstract(ENG)

In this paper, we propose a user customizable dynamic level design analyzing the user log data. In order to make the game more interesting, the proposed method considers the user preference by dynamically rearranging the game level. Since each user has his own preferred level, the proposed method focuses on each user’s log data. Because the user can change the preferred level during playing the game, the proposed method analyzes the user log data in real time. The user questionnaire results show that the proposed dynamic level design method more often provides the user preferred level, and makes the game more interesting, as compared with the static level design method.

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