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An Analysis of Game Strategy and User Behavior Pattern Using Big Data: Focused on Battlegrounds Game
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빅데이터를 활용한 게임 전략 및 유저 행동 패턴 분석: 배틀그라운드 게임을 중심으로

논문 기본 정보

Type
Academic journal
Author
Ha-Na Kang (한림대학교) Hye-Ryeon Yong (한림대학교) Hyun-Seok Hwang (한림대학교)
Journal
Korea Game Society Journal of Korea Game Society Vol.19 No.4 KCI Accredited Journals
Published
2019.8
Pages
27 - 35 (9page)
DOI
10.7583/JKGS.2019.19.4.27

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Result
An Analysis of Game Strategy and User Behavior Pattern Using Big Data: Focused on Battlegrounds Game
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Abstract· Keywords

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Approaches to find hidden values using various and enormous amount of data are on the rise. As big data processing becomes easier, companies directly collects data generated from users and analyzes as necessary to produce insights. User-based data are utilized to predict patterns of gameplay, in-game symptom, eventually enhancing gaming. Accordingly, in this study, we tried to analyze the gaming strategy and user activity patterns utilizing Battlegrounds in-game data to detect the in-game hack.

Contents

요약
ABSTRACT
1. Introduction
2. Related Works
3. Research Procedure
4. Data Analysis
5. Results
6. Conclusion
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UCI(KEPA) : I410-ECN-0101-2019-050-000987832