최근 모바일 게임 산업에서는 게임 이용 중 게임 내 필요한 아이템을 별도로 구매하는 부분 유료화 비즈니스 모델이 지속해서 성장하고 있다. 부분 유료화 게임은 이용자 측면에서 접근성이 용이하며, 게임 제공자 측면에서는 구매를 유도하는 방법들이 고도화되었다. 인기게임의 경우 부분 유료화로 인한 수입이 지속적으로 증가하고 있다. 본고에서는 모바일 부분 유료화 게임에 대해 게임 운영을 최적화하기 위한 기술들을 살펴보고자 한다. 먼저, 게임 현황 파악 및 분석을 위한 대표적인 게임운영지표 분석 솔루션들을 요약하고, 게임운영지표를 개선하기 위한 게임 이용자 행동예측 기술들을 소개한다. 또한, 최근 연구되고 있는 모바일 게임 분석 기술의 한계점을 돌아보고 향후 연구 방향에 관해 기술한다.
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