• 제목/요약/키워드: Game Data Analysis

검색결과 495건 처리시간 0.038초

An Analysis of Virtual Economies in MMORPG(Massively Multi-players in Online Role Playing Game)

  • Jung, Gwang-Jae;Lee, Byung-Tae
    • 한국경영정보학회:학술대회논문집
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    • 한국경영정보학회 2007년도 International Conference
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    • pp.661-666
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    • 2007
  • MMORPG, massively multi-players in online role-playing game, is the most popular genre in online games. Because large number of players interacts with each other, virtual worlds in MMORPG are alike communities of real worlds. Moreover, players in virtual worlds trade game items with real money. This paper is to find impacts of real-money trading into real worlds, and game operators, by using two-period model between players of the game and the game operator. It was found that real-money trading benefits game operators, and there exists optimal supply of game items to maximize the profit of game operator. Moreover we found that the income disparity in real worlds could be decreased when real-money trading is allowed To support the analytical model, we used an empirical analysis using real-money trading data, and find the relationship among play time of MMORPG, transaction volume of real-money trading, and price of game items. In empirical analysis, it was found that real-money trading benefits game operators. Moreover, it was found that play time and price have positive relationship.

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온라인 게임 사용자의 위험지각과 자기효능감에 따른 게임 중독 예방행위 간 차이분석 : 국내 대학생을 대상으로 한 위험지각태도 프레임웍을 기반으로 (Analyzing the Differences among Online Gaming Users' Gaming Addiction Prevention Behaviors based on Risk Perception and Self-efficacy : Testing RPA Framework on Korean College Students)

  • 최병구;왕신위;이재남
    • Journal of Information Technology Applications and Management
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    • 제22권2호
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    • pp.19-41
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    • 2015
  • Many studies have focused on the influences and outcomes of online game addiction. However, few studies have investigated how the online game addiction prevention behavior differs depending on online game user. In order to fill this gap, this study attempts to classify online game users based on risk perception attitude (RPA) framework. More specifically, this research tries to show online game user can be classified into four groups based on perceived risk of online game addiction and efficacy beliefs of online game addiction protection, and to identify how the groups differ in terms of motivation, information seeking, and behaviors for online game addiction prevention. For this purpose, analysis on survey data from 240 Korean college students who use online game reveals that the users can be classified into responsive, avoidance, proactive, indifference groups. Furthermore, there are differences between groups in terms of motivation, information seeking, and behaviors for online game addiction prevention. This study contributes to expand existing literature by providing tailored guidelines for implementation of online game addiction prevention strategies and policy.

모바일 게임 내 가상통화에 대한 이용자들의 효용 분석: S 모바일 게임을 중심으로 (Analysis of Users' Utility on the Virtual Currency in Mobile Games: Focusing on S Mobile Game)

  • 박종원;유창석;양성병
    • 한국정보시스템학회지:정보시스템연구
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    • 제27권3호
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    • pp.141-160
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    • 2018
  • Purpose The purpose of this study is to verify mobile game users' perceived utilities about real (price) and virtual (Ruby) currencies, which are the major factors of in-app purchase (IAP) widely used as a business model in a mobile game industry. Design/methodology/approach By using sales volume and sales frequency data for products sold in an 'S' mobile game from the 'D' mobile game company, we conducted a conjoint analysis according to the procedure recommended by Bicheno (2009). Findings The results of this study indicate that (1) mobile game users have greater utility for a virtual currency (Ruby) than for a real currency (price), (2) mobile game users' utility for virtual (Ruby) and real (price) currencies varies depending on sales volume and sales frequency, as well as (3) mobile markets (e.g., Google Play Store vs. Apple App Store), and (4) mobile game users have greater utility for a virtual currency (Ruby) which can be used readily than later.

유럽 리그에서 득점과 실점을 이용한 승점 추정에 관한 연구 (A study on points per game using scored goal per game and lossed goal per game in the union of European football professional league)

  • 신상근;조용주;조영석
    • Journal of the Korean Data and Information Science Society
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    • 제20권5호
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    • pp.837-844
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    • 2009
  • 본 연구는 1950년부터 2008년까지의 유럽 5대 리그 축구경기 5170게임의 자료에서 승점이 2점인 시즌과 승점이 3점인 시즌으로 나누어 각 리그의 경기당 득점을 비교하였고, 또한 각국 리그에서 승점이 2점인 시즌과 승점이 3점인 시즌의 경기당 득점 평균을 비교하였다. 경기 당 승점을 추정하기 위하여 경기 당 득점과 경기 당 실점을 독립변수로 하여 추정된 회귀식을 유도하였다. 마지막으로 추정된 회귀식을 한국축구 리그에 적용시켰다.

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텍스트마이닝과 워드 클라우드를 활용한 VR 게임 트렌드 분석 -스팀(steam) 리뷰 데이터를 중심으로- (Analysis of VR Game Trends using Text Mining and Word Cloud -Focusing on STEAM review data-)

  • 나지영
    • 한국게임학회 논문지
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    • 제22권1호
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    • pp.87-98
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    • 2022
  • 4차 산업혁명 관련 기술의 발전과 비대면 서비스 수요 증가로 VR 게임이 주목받고 있다. 본 연구는 VR 게임의 리뷰 데이터를 온라인 게임 플랫폼 스팀(STEAM)에서 수집하고 텍스트 마이닝과 워드 클라우드 분석을 적용해 시대별 트렌드를 분석했다. 연구 결과, 프레즌스와 FPS는 시기와 상관 없이 VR 게임의 특징으로 나타났고, 2016~2017년은 체험과 지각된 비용, 2018~2019년은 FPS와 리듬게임의 수요 증가, 2020~2021년은 스토리와 몰입감이 주요 트렌드로 나타났다. 본 연구는 VR 게임 사용자들이 관심을 보이는 키워드를 시기별로 파악해 VR게임 저변 확대에 기여하고자 한다.

Research on Scene Features of Mixed Reality Game Based on Spatial Perception-Focused on "The Fragment" Case Study

  • Li, Wei;Cho, Dong-Min
    • 한국멀티미디어학회논문지
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    • 제24권4호
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    • pp.601-609
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    • 2021
  • This article combines literature and empirical research based on space perception theory and the case study of mixed reality game "The Fragment." It is concluded that the mixed reality scene under space perception has a three-level visual definition. This definition carries out a corresponding level analysis of the scenes of the "The Fragment" game and draws up the constituent factors of the mixed reality game scene characteristics. Finally, through questionnaire data investigation and analysis, it is verified that the three factors of virtual reality coexistence, human-computer interaction, and local serviceability can better explain the characteristics of mixed reality game scenes. At the end of the study, it is concluded that the definition of three levels of visual hierarchy and the constituent factors of mixed reality game scenes can provide reference and help for other mixed-reality game designs and a brief description of future research plans.

고학년 초등학생의 컴퓨터 게임 중독 실태 및 영향요인 (Computer Game Addiction and it's Predictors of Korean Elementary School Children)

  • 오원옥
    • Child Health Nursing Research
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    • 제10권3호
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    • pp.282-290
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    • 2004
  • Purpose: The measure the degree of computer game addiction; to examine the relationship between computer game addiction and contributing factors; and to discover the predictors of computer game addiction of elementary school children of Korea. Method: Data were assembled from questionnaires distributed among 455 children from four elementary schools in Gyung-buk Province. Result: The level of computer game addiction of subjects was rather low, and correlated significantly with gender, academic performance, family economic status, playmates for leisure time, place of playing computer game, length of the habit of playing game, average playing time of game per day, frequency of PC-room(Internet Cafe for game) visits per week, game partners and reasons for playing game. Multiple regression analysis showed that 45% of the computer game addiction was significantly related to gender(21%), impulsiveness(10%), average playing time of game per day(9%), depression(2%) and other variables(3%) such as playmates for leisure time, academic performance and frequency of PC-room visits per week. Conclusion: We suggest these results be used to develop a computer game addiction prevention program.

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남자청소년의 컴퓨터 게임이용과 게임 중독성 및 공격성 (Computer-game Activities, Addiction and Aggression of Middle School Boys)

  • 정유정;이숙
    • 대한가정학회지
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    • 제39권8호
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    • pp.67-80
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    • 2001
  • The purpose of this research was to find the relationships between use of computer games, computer game addiction and middle school boy's aggression. The subjects were 511 boys of 2 middle schools in Kwang-ju, Korea. The method was self-reporting questionnaire. For data analysis, frequency distribution, percentage, Cronbach's u coefficient were estimated. ANOVA, Duncan test, Pearson's coefficient, and multiple regression analysis were used. The major findings of the research are as follows ; First, most boys(91.4%) play computer game more than once in a week. And have over 2 years computer game experience. Second, computer game addiction score and aggression score, in general, tend to be below the mean scores. Third, boys who play computer game activities of high frequency, start play computer game at earner age, spent playing longer times of computer game, and like more on-line game were addicted to the computer game more than who don't. And boys who spent playing long times on computer game were more aggressive than who don't. Fourth, the influencies of computer game activities variables on aggression were not found significantly. But the influencies of computer game addiction were found significantly.'Negative sentiment $.$ sociality' was the most influencial variable on aggression. The influncies of 'Distortion of the reality'and 'Lost of self-control' was followed.

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국내 게임 연구의 주제와 방법에 대한 메타 분석: 언론학, 청소년학, 심리학 분야 학술 논문을 중심으로 (A Meta-Analysis on Theme and Methodology of Game Studies in the Fields of Media Studies, Youth Studies, and Psychology)

  • 이숙정
    • 한국게임학회 논문지
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    • 제21권6호
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    • pp.125-134
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    • 2021
  • 본 연구는 국내 게임 연구가 어떤 방향으로 진행되고 있는지를 파악하기 위해, 언론학, 심리학, 청소년학 분야 학술지에 게재된 게임 관련 논문 총 89편을 분석했다. 언론학(미디어학) 분야 연구들은 게임 이용과 경험, 효과, 중독, 규제, 제작 기술, 공간, 담론, 통치성, 노동 등 다양한 주제로 게임을 탐구하고 있었다. 반면 청소년학과 심리학 분야 연구는 게임 중독과 게임 이용의 부정적 효과에 편중되어 있었다. 연구 방법 측면에서 언론학 분야 연구는 설문조사, 실험연구, 심층인터뷰, 참여관찰, 데이터 크롤링 등을, 청소년학 분야 연구는 설문조사를, 심리학 분야 연구는 설문조사와 실험연구를 주로 활용하고 있었다.

The impact of Computer Game Addiction on Communication capabilities

  • Kim, Jung ae;Lee, Byunghyun
    • International Journal of Internet, Broadcasting and Communication
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    • 제11권1호
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    • pp.75-84
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    • 2019
  • This study was a cross-sectional descriptive research that investigate the level of addiction and analyzed the impact of computer game addiction from 20 to 30 years old on communication capabilities. The purpose of this study was to investigate the level of game addiction according to general characteristics and to confirm the effect of computer game addiction on communication ability. There were a total of 220 participants in the study. This survey for this study was a self-reporting questionnaire, research tools for this study were developed by Lee (2000) using game addiction and Communication ability developed by Frits et al., (1999). Data analysis was analyzed with frequency analysis, t-test, ANOVA, and Regression using SPSS 18.0. As a result of analysis, the difference between game addiction and communication ability by gender was appeared to be different under statistical significance levels: game addiction (t=-.9.2, p<0.01), subcomponents of communication ability, concentration (t=7.20, p<0.01), understanding (t=6.13, p<0.01), response (t=6.22, p<0.01), memory (t=2.88, p<0.05). The highest level of game addiction was appeared between 28 and 30 years old under statistical significance (p<0.01). Finally computer game addiction affects understanding, a subcomponent of communication capabilities.