• Title/Summary/Keyword: Game data

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Analysis of Innovation Patterns of Korean Online Game Industry (한국 온라인게임 산업의 서비스 혁신패턴 분석)

  • Nam, Young-Ho
    • Journal of Information Technology Applications and Management
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    • v.15 no.1
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    • pp.117-137
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    • 2008
  • Using the service innovation system model, the development of Korean online game industry is analyzed. The model proposed by Gallouj (2002) is modified in order to reflect IT service characteristics such as network externalities. Success factors and innovations patterns of Korean online game industry are examined. First, at the early stage of her growth, Korean online game industry was not supported or coordinated by any Government policies unlike DRAM, CDMA or TFT-LCD. Many parts of technical and service innovations were unintentionally initiated by online game developing ventures without predeterminde strategies. Second, the online game industry is basically a service industry so that users' needs and technical and service characteristics are intertwined to produce innovation. The innovation system of the online game industry is quite different from conventional product technological innovation systems in a sense that there are no blueprints for innovation as well as major players in the system. Third, Government's policies for promotion of IT industry such as the broadband infrastructure installation policy, the hi-tech venture promotion policy and the military exemption policy contributed greatly to development of the online game industry. However, these policy tools were not intended for online game industry but in the end gave a great impact on the service innovation system of the online game industry.

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The Effect of Game Platforms Selection of Mobile Game Firms on Value Capture: Content Qualitative Analysis (모바일 게임개발사의 게임 플랫폼 선택활동이 가치확보에 미치는 영향: 콘텐츠 질적 분석)

  • Bae, Joonheui;Koo, Dong Mo
    • Journal of Korea Game Society
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    • v.16 no.6
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    • pp.173-184
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    • 2016
  • This research explores strategy for game developers to select platforms in the game industry where are traditional two-sided market focusing on mobile game platforms. We conducted content qualitative analysis by collecting data through contents on online and offline and interviewed four CEO of game developers to secure validity and reliability as well. The results of the research are the following: First, platforms selection factors of game developers are game implementation ability and technical stability, marketing competence of platforms, and profitability creation. Second. the initiative of mobile game platforms has handed over from first generation of mobile games to second mobile games according to their value creation and value capture.

The Impact of Psychological Factors, Game Efficacy and Game Motivation and on Adolescent's Game Leadership : Focus on MOBA Genre Players (심리적 요인, 게임 효능감 그리고 게임 동기가 청소년의 게임 리더십에 미치는 영향 : MOBA 장르 플레이어를 중심으로)

  • Lee, Seung Je;Jeong, Eui Jun
    • Asia-pacific Journal of Multimedia Services Convergent with Art, Humanities, and Sociology
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    • v.9 no.6
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    • pp.341-352
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    • 2019
  • Recently, e-sports has been receiving social attention. Game leadership is a necessary skill to perform effective game tasks, and it is very important to e-sports game and improve teamwork. As a result, there is a need to identify psychosocial factor that promote game leadership. This study tried to examine how game motivation, game efficacy, and psychological factors(self-control, social intelligence, self-esteem) reported to have an important effect on leadership have relation with game leadership to MOBA genre users who were known to consider role of game leadership as important factor. We used data from 196 adolescents using MOBA games for surveys. As a result of analysis, internet game time, game efficacy, and social intelligence had a positive relationship with game leadership. And game motivation(social, exploration and escape) also had a positive effect on game leadership. But self-control, self-esteem and some game motivations(acquisition, achievement) was not significant.

Decision Making through the Game of Scissors-Paper-Stone and Simulation (가위바위보를 이용한 승부결정과 모의실험)

  • Cho, Dae-Hyeon
    • The Korean Journal of Applied Statistics
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    • v.23 no.6
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    • pp.1217-1224
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    • 2010
  • In many sports games, we would use a coin or the game of scissors-paper-stone to decide which side will begin first. We consider the game of scissors-paper-stone when two teams are composed of N respectively. We continue the game of scissors-paper-stone until the winner of the two team is decided. Using sample spaces and enumerating the elements we calculated the mean number of the game when N = 1, N = 2 and N = 3. In case of N = 1 and N = 2, we simulate the game and find the mean and variance when the repetition number n = 20; 30; 50; 100; 150; 200.

Development of Mobile Social Network Game by using Web Service

  • An, Syoungog;Kang, ManJe;Kim, Soo Kyun
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.10
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    • pp.81-86
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    • 2018
  • In the field of mobile games, social network games are steadily increasing in market scale and public interest every year. This paper proposes a method to design a social network game, which is one of the most successful genres in mobile games. The method uses Unity3D, the most commonly used engine for mobile game development. NGUI, a versatile developmental tool of Unity3D, is used to create shops and battle UIs. This paper particularly focuses on how to use the web hosting service to search and operate the necessary data from the database in the server. In addition, the proposed social network game is easy to implement real-time battle using Animator and Raycast, and is characterized by efficient battle implementation through time delay using Coroutine function.

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

  • Li, Wei;Cho, Dong-Min
    • Journal of Korea Multimedia Society
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    • v.24 no.4
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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.

Quick and easy game bot detection based on action time interval estimation

  • Yong Goo Kang;Huy Kang Kim
    • ETRI Journal
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    • v.45 no.4
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    • pp.713-723
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    • 2023
  • Game bots are illegal programs that facilitate account growth and goods acquisition through continuous and automatic play. Early detection is required to minimize the damage caused by evolving game bots. In this study, we propose a game bot detection method based on action time intervals (ATIs). We observe the actions of the bots in a game and identify the most frequently occurring actions. We extract the frequency, ATI average, and ATI standard deviation for each identified action, which is to used as machine learning features. Furthermore, we measure the performance using actual logs of the Aion game to verify the validity of the proposed method. The accuracy and precision of the proposed method are 97% and 100%, respectively. Results show that the game bots can be detected early because the proposed method performs well using only data from a single day, which shows similar performance with those proposed in a previous study using the same dataset. The detection performance of the model is maintained even after 2 months of training without any revision process.

A GAN-based face rotation technique using 3D face model for game characters (3D 얼굴 모델 기반의 GAN을 이용한 게임 캐릭터 회전 기법)

  • Kim, Handong;Han, Jongdae;Yang, Heekyung;Min, Kyungha
    • Journal of Korea Game Society
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    • v.21 no.3
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    • pp.13-24
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    • 2021
  • This paper shows the face rotation applicable to game character facial illustration. Existing studies limited data to human face data, required a large amount of data, and the synthesized results were not good. In this paper, the following method was introduced to solve the existing problems of existing studies. First, a 3D model with features of the input image was rotated and then rendered as a 2D image to construct a data set. Second, by designing GAN that can learn features of various poses from the data built through the 3D model, the input image can be synthesized at a desired pose. This paper presents the results of synthesizing the game character face illustration. From the synthesized result, it can be confirmed that the proposed method works well.

A Study on Prediction of Baseball Game Based on Linear Regression

  • LEE, Kwang-Keun;HWANG, Seung-Ho
    • Korean Journal of Artificial Intelligence
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    • v.7 no.2
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    • pp.13-17
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    • 2019
  • Currently, the sports market continues to grow every year, and among them, professional baseball's entry income is larger than the rest of the professional league. In sports, strategies are used differently in different situations, and the analysis is based on data to decide which direction to implement. There is a part that a person misses in an analysis, and there is a possibility of a false analysis by subjective judgment. So, if this data analysis is done through artificial intelligence, the objective analysis is possible, and the strategy can be more rationalized, which helps to win the game. The most popular baseball to be applied to artificial intelligence to analyze athletes' strengths and weaknesses and then efficiently establish strategies to ease the competition. The data applied to the experiment were provided on the KBO official website, and the algorithms for forecasting applied linear regression. The results showed that the accuracy was 87%, and the standard error was ±5. Although the results of the experiment were not enough data, it would be possible to effectively use baseball strategies and predict the results of the game if the amount of data and regular data can be applied in the future.

A Comparative Study on Players' Satisfaction, Trust toward Game Publishers, and Roles of Community in Korean and Japanese Online Game markets (한국과 일본 온라인 게이머의 게임 만족도, 신뢰도, 온라인 게임커뮤니티 인식에 관한 실증적 비교연구: 멀티그룹 공분산 구조분석을 중심으로)

  • Um, Myoung-Yong;Kim, Tae-Ung
    • Asia pacific journal of information systems
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    • v.16 no.1
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    • pp.103-125
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    • 2006
  • Online game business has emerged as the most lucrative entertainment industry, with over 10 million players in South Korea and over 30million in Japan in 2005. While the interactive entertainment market continues to expand, with many new online game publishers entering the market, relatively little theory has been developed about which factors influence online gamers' behavioral intentions (i.e., loyalty, satisfaction, words of mouth, etc.) in this area. The purpose of this research is to investigate the relationships among the gamers' satisfaction, trust toward game publishers, the role of online game community, social reputation, and the managerial support of game publishers. We also examine the differences between Korean and Japanese gamers concerning the relationships of these key success factors. The structural model is tested with the data from entire data samples (i.e., Korean and Japanese gamers pooled together) and each of the sub-samples (i.e., Korean and Japanese gamers taken separately). Properties of the causal paths, including standardized path coefficients, the significance of difference, and variance explained for Trust and Satisfaction in the hypothesized model, are presented. Following the model test, we conduct a test of the differences in path coefficients between Korean and Japanese gamers. Statistical results show that, compared to Japanese gamers, Korean gamers had a greater salient effect on Social Reputation in determining. Trust, in addition to placing a greater emphasis on Support of Game Publishers in determining Social Reputation. Other interesting results concerning game Publishers' strategy are also presented.