• Title/Summary/Keyword: game analysis method

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Optimal Network Defense Strategy Selection Based on Markov Bayesian Game

  • Wang, Zengguang;Lu, Yu;Li, Xi;Nie, Wei
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.11
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    • pp.5631-5652
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    • 2019
  • The existing defense strategy selection methods based on game theory basically select the optimal defense strategy in the form of mixed strategy. However, it is hard for network managers to understand and implement the defense strategy in this way. To address this problem, we constructed the incomplete information stochastic game model for the dynamic analysis to predict multi-stage attack-defense process by combining Bayesian game theory and the Markov decision-making method. In addition, the payoffs are quantified from the impact value of attack-defense actions. Based on previous statements, we designed an optimal defense strategy selection method. The optimal defense strategy is selected, which regards defense effectiveness as the criterion. The proposed method is feasibly verified via a representative experiment. Compared to the classical strategy selection methods based on the game theory, the proposed method can select the optimal strategy of the multi-stage attack-defense process in the form of pure strategy, which has been proved more operable than the compared ones.

Game Traffic Classification Using Statistical Characteristics at the Transport Layer

  • Han, Young-Tae;Park, Hong-Shik
    • ETRI Journal
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    • v.32 no.1
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    • pp.22-32
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    • 2010
  • The pervasive game environments have activated explosive growth of the Internet over recent decades. Thus, understanding Internet traffic characteristics and precise classification have become important issues in network management, resource provisioning, and game application development. Naturally, much attention has been given to analyzing and modeling game traffic. Little research, however, has been undertaken on the classification of game traffic. In this paper, we perform an interpretive traffic analysis of popular game applications at the transport layer and propose a new classification method based on a simple decision tree, called an alternative decision tree (ADT), which utilizes the statistical traffic characteristics of game applications. Experimental results show that ADT precisely classifies game traffic from other application traffic types with limited traffic features and a small number of packets, while maintaining low complexity by utilizing a simple decision tree.

Analysis of user interface access method focused on immersion elements of in-game-advertisement (게임 내 광고(In-game-Advertisement)의 몰입요소 중심의 사용자 인터페이스 접근방법 연구)

  • Jung, Won-Joe;Lee, Dong-Lyeor;Ryu, Seuc-Ho;Kyung, Byung-Pyo;Lee, Wan-Bok
    • Journal of Digital Convergence
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    • v.10 no.8
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    • pp.299-304
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    • 2012
  • In this study, immersion elements of game fields were classified and analysis by dividing them into the steps of design, interface and fun element, after classifying in-game-advertisement by its purpose. In-game-advertisement business model analyzed by that and the direction that develops based on user immersion elements of in-game-advertisement was studied accordingly. The advertisement access to various immersion elements could be checked in the recent in-game-advertisement by that.

Network Attack and Defense Game Theory Based on Bayes-Nash Equilibrium

  • Liu, Liang;Huang, Cheng;Fang, Yong;Wang, Zhenxue
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.10
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    • pp.5260-5275
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    • 2019
  • In the process of constructing the traditional offensive and defensive game theory model, these are some shortages for considering the dynamic change of security risk problem. By analysing the critical indicators of the incomplete information game theory model, incomplete information attack and defense game theory model and the mathematical engineering method for solving Bayes-Nash equilibrium, the risk-averse income function for information assets is summarized as the problem of maximising the return of the equilibrium point. To obtain the functional relationship between the optimal strategy combination of the offense and defense and the information asset security probability and risk probability. At the same time, the offensive and defensive examples are used to visually analyse and demonstrate the incomplete information game and the Harsanyi conversion method. First, the incomplete information game and the Harsanyi conversion problem is discussed through the attack and defense examples and using the game tree. Then the strategy expression of incomplete information static game and the engineering mathematics method of Bayes-Nash equilibrium are given. After that, it focuses on the offensive and defensive game problem of unsafe information network based on risk aversion. The problem of attack and defense is obtained by the issue of maximizing utility, and then the Bayes-Nash equilibrium of offense and defense game is carried out around the security risk of assets. Finally, the application model in network security penetration and defense is analyzed by designing a simulation example of attack and defense penetration. The analysis results show that the constructed income function model is feasible and practical.

Delphi Study on Game Content Valuation Model Element Extraction and Analysis (게임 컨텐츠 가치 평가 모델 분석 및 요소 추출에 관한 연구)

  • Lee, Sung Tae;Cho, Ok Hue
    • Journal of the Korean Society for Computer Game
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    • v.31 no.4
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    • pp.145-155
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    • 2018
  • This study aims to extract additional elements to the existing game value evaluation using Delphi technique to 23 game experts. As a result of reviewing the characteristics of the development model using the evaluation model of the existing game contents, it was found that the evaluation factor was selected when selecting the content. The Delphi analysis was conducted two times, the first was the expert FGI and the second was the Delphi questionnaire. More detailed elements were presented in the related items such as results, technology transfer and dissemination, and details for promoting commercialization. Through focus group interviews, we extracted additional factors and predicted market size, growth potential, regulatory and market appeal and risk through market analysis of content success in the game industry. This will allow the industry to understand market size, growth potential, regulation, market appeal and risk through a market analysis of its success targets. This study suggests that the proposed evaluation factors can be applied to the entire game and cultural contents industry and will also help to construct market factors such as market value evaluation of contents, goal and goal setting, selection of entry method, and strategic factors.

A Component storage Design Supporting formalization of Game Engine Development Process (게임엔진 개발 공정의 정형화를 지원하는 컴포넌트 저장소의 설계)

  • Song, Eui-Cheol
    • Journal of Korea Game Society
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    • v.3 no.2
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    • pp.35-41
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    • 2003
  • There arose problems of double investment about the game engine part when a lot of game software similar to the property and procedure processed in the game engine develop new game without the reference or reuse in the other games. In particular, using various software development processes is one of main problems of double investment when the enterprises for the game software development develop games now Accordingly, because it does not make standardization of process about the game engine, it does not understand and reuse products created in process of the other software development process in development now. Accordingly, the newly analyzed and designed software was big problems with the present game software about the game engine process similar to the other game software when the enterprises for any game software develop a special game. For solving these problems, this study is to suggest the process improvement about the game engine development, analysis of structure and relation, classification and combination method by the class and module, implementation of storage, and processor model in order to apply the development method based on the component.

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A Study on the Convergence for the Nectar Ritual Painting of Buddhist Worldview and Game Elements of Rogue-like (감로왕도 불교세계관과 로그라이크 게임요소 융합 연구)

  • Lee, Young-Suk
    • Journal of Korea Game Society
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    • v.20 no.2
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    • pp.35-44
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    • 2020
  • This study proposes the method for converging Buddhist Worldview into games. The Rogue-like game "Dungeed" and "Nectar Ritual Painting" were selected for analysis. Next, the characteristics of the Buddhist worldview in Nectar Ritual Painting and the Rogue-like game Dungeed were compared and analyzed. As a result, this study proposed game elements of Rogue-like that analyzed in the characteristics of Buddhist world view. In the future, we will examine the expandability of the game through the Buddhist Worldview.

Design of Boat Racing Game using Buoyant Force

  • An, Syoungog;Kang, Jae-Hyun;Kim, Soo Kyung
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.9
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    • pp.21-26
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    • 2018
  • A variety of game algorithms have been proposed in recent years. Racing games using these new algorithms have greatly improved compared to those in the past. According to the analysis of racing games done by wheelgamer.com, a website that specializes in racing games, cars are the most common subject in mainstream racing games. These results show there are very few racing games using special subjects such as boats. This paper proposes a method to develop a realistic boat racing game using the Buoyont Force, beyond the limitation of typical racing games that are restricted to cars. A Material Editor based on Unreal Engine 4.12 is used to manifest the Dynamic Material of realistic ocean water. Blueprint, a visual scripting function, is used to materialize buoyancy which allows the boat to move freely along the waves.

A Scheme for Efficient Synchronization on Real Time Strategy Games (실시간 전략 시뮬레이션 게임에서의 효율적인 동기화 기법)

  • Kim, Hye-Young;Im, Young-Jong
    • Journal of Korea Game Society
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    • v.10 no.3
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    • pp.83-92
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    • 2010
  • The command that game users give should be reflected to the game immediately and should be transferred to several objects at once. Also, all game users who participate in game should keep the same progress situation in Real-Time Strategy game. But it takes a certain amount of time to get the command pass to other users, and it is important issue that many commands are synchronized in a short amount of time on server of RTS game. Therefore we propose a scheme for an efficient synchronization based on event locking method on RTS game in this paper. We design and implement the gaming server applying to our proposed scheme. Also, we show efficiency of our proposed scheme by performance analysis in this paper.

Analysis of MMORPG's Item Crafting Contents Using Game Theory: Leatherworking in 'World of Warcraft' (게임이론을 활용한 MMORPG 아이템 제작 콘텐츠 분석: 'World of Warcraft'의 가죽세공 전문기술을 중심으로)

  • Gu, Ja-Won;Moon, Eun-Jung
    • Journal of Korea Game Society
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    • v.20 no.2
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    • pp.13-26
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    • 2020
  • This study analyzed the crafting contents that have a great influence on the communication activation in MMORPG. Four situations were set by combining the factors that would affect the game world. The set of behaviors selected by the virtual player according to each situation is defined as a player scenario. As a result, we found problems such as bias of contents using and barriers of skill growth. This study is meaningful in that it presents a basic analysis method appling at the MMORPG developing and reveals the factors to be considered in the designing crafting contents.