• Title/Summary/Keyword: game player

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Behavior Pattern Modeling based Game Bot detection (행동 패턴 모델을 이용한 게임 봇 검출 방법)

  • Park, Sang-Hyun;Jung, Hye-Wuk;Yoon, Tae-Bok;Lee, Jee-Hyong
    • Journal of the Korean Institute of Intelligent Systems
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    • v.20 no.3
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    • pp.422-427
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    • 2010
  • Korean Game industry, especially MMORPG(Massively Multiplayer Online Game) has been rapidly expanding in these days. But As game industry is growing, lots of online game security incidents have also been increasing and getting prevailing. One of the most critical security incidents is 'Game Bots', which are programs to play MMORPG instead of human players. If player let the game bots play for them, they can get a lot of benefic game elements (experience points, items, etc.) without any effort, and it is considered unfair to other players. Plenty of game companies try to prevent bots, but it does not work well. In this paper, we propose a behavior pattern model for detecting bots. We analyzed behaviors of human players as well as bots and identified six game features to build the model to differentiate game bots from human players. Based on these features, we made a Naive Bayesian classifier to reasoning the game bot or not. To evaluated our method, we used 10 game bot data and 6 human Player data. As a result, we classify Game bot and human player with 88% accuracy.

Solving Mixed Strategy Equilibria of Multi-Player Games with a Transmission Congestion (다자게임 전력시장에서 송전선 혼잡시의 복합전략 내쉬균형 계산)

  • Lee, Kwang-Ho
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.55 no.11
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    • pp.492-497
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    • 2006
  • Nash Equilibrium (NE) is essential to investigate a participant's bidding strategy in a competitive electricity market. The transmission line constraints make it difficult to compute the NE due to causing a mixed strategy NE instead of a pure strategy NE. Computing a mixed strategy is more complicated in a multi-player game. The competition among multi-participants is modeled by a two-level hierarchical optimization problem. A mathematical programming approach is widely used in finding this equilibrium. However, there are difficulties to solving a mixed strategy NE. This paper presents two propositions to add heuristics to the mathematical programming method. The propositions are based on empirical studies on mixed strategies in numerous sample systems. Based on the propositions a new formulation is provided with a set of linear and nonlinear equations, and an algorithm is suggested for using the prepositions and the newly-formulated equations.

Non-Player Character Control in Racing Game using Mouth-Wind Interface (입 바람 인터페이스를 이용한 레이싱 게임에서의 논플레이어 캐릭터 컨트롤)

  • Kim, Jong-Hyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.01a
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    • pp.337-338
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    • 2019
  • 본 논문에서는 입 바람 인터페이스를 이용하여 레이싱 게임에서의 논플레이어 캐릭터(Non-player character, NPC)를 제어할 수 있는 새로운 프레임워크를 제안한다. 대부분의 게임 콘텐츠에서 캐릭터를 제어하는 손가락을 이용한 인터페이스 방식이다. 이 같은 인터페이스의 제약은 게임의 재미를 감소시킬 뿐만 아니라 콘텐츠를 사용하는데 있어서 사용자의 몰입을 감쇠시키는 원인이 된다. 본 연구에서는 입 바람 인터페이스를 이용하여 자동차의 방향 및 속도를 제어하고 입 바람으로부터 계산된 바람의 강도를 외력으로 이용하여 NPC를 제어할 수 있는 프레임워크를 제안하여, 게임의 몰입과 재미를 향상시킨다. 본 연구는 Unity 게임 엔진에서 개발했으며 레이싱 게임뿐만 아니라 다양한 콘텐츠에서 활용할 수 있다.

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Dynamic Load Balancing Mechanism for MMORPG (MMORPG를 위한 동적 부하 균등화 기법)

  • Lim, Chae-Gyun;Rho, Kyung-Taeg
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.5
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    • pp.199-203
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    • 2009
  • Recently, Massively Multiplayer Online Role-Playing Games (MMORPGs) has become increasingly popular, which continue to increase the number of game player. The volume of the game world also has been extended on a large scale. Existing Map-based distributed server architecture divides the game world into the rectangular regions and allocates the registered player in each region to the server responsible for that region. Players tend to concentrate in certain regions of the game world, which makes some special server overloaded. This paper proposes to change the boundary between servers to solve such a unbalanced load problem. Our proposed method first finds the overloaded server and then searches for its neighboring lightest loaded server to share with the overload evenly. Finally we implemented performance evaluation to demonstrate the efficiency of this approach.

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A Study on the Realization of a Map Simulator Reflecting Propensities of Gamers (Focused on Korean Style MMORPG) (게이머의 성향을 반영한 맵 시뮬레이터 구현에 관한 연구 (한국형 MMORPG게임을 중심으로))

  • Kim, Jung-Hyun;Kim, Kyung-Sik
    • Journal of Korea Game Society
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    • v.7 no.1
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    • pp.3-10
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    • 2007
  • The maps in the world of the role playing games provide not only areas for motions and actions of player characters, but also worlds of totally included monsters and NPC(Non Player Character). However, the design of maps and monsters in them could not be tested for their balances until the games had been developed quite a bit. So they need additional expense of extension period of developments. In this paper, we have designed and developed a map simulator to expect the popularities of the maps in the early stage of the game planning in order to prevent inefficient concentration of users on some maps by expecting the popularities of the maps in the early stage of game planning and by setting the parameters of monster arrangements in the map.

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A Study on the he Application of FIFA Online3 Characters' Personalities regarding positions based on HEXACO (HEXACO를 기반으로 한 FIFA Online3 캐릭터의 포지션별 성격 적용 방안 연구)

  • Kim, Mi-Sun;Park, Jun-Hyung;Ko, Il-Ju
    • Journal of Korea Game Society
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    • v.16 no.3
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    • pp.139-150
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    • 2016
  • The purpose of this paper is to study the internal side of game character for realistic characters, applying the HEXACO theory. To achieve this, we analyzed FIFA Online3 character's HEXACO based on the chaTacter features in game. The character does not have the all of the attributes of the present player. Therefore we reference the actual external evaluation keyword of players and analyzed HEXACO of actual players. The HEXACO of the character was complemented, comparing with the player's HEXACO. In order to apply to the game the character's HEXACO was simplified and divided by each position. Finally, we suggested a method of applying the character's HEXACO.

A Street-Child's Board Game: the Endless Quest for Respectability in Ragged Dick

  • Kim, Soyoun
    • Journal of English Language & Literature
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    • v.64 no.2
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    • pp.187-201
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    • 2018
  • Horatio Alger's Ragged Dick (1868) betrays the economic and social system of nineteenth-century America through a self-reformative bootblack's quest for respectability. Being considered a space of constant danger, nineteenth-century New York City serves as a game board, and both visitors and residents of the city are supposed to avoid dangers while moving across its space. Dick Hunter, the juvenile protagonist of the novel, illustrates a street-child who starts his game of life from the backline of the game board. Continuing his quest for respectability, not only must he abandon the bad habits that he acquired as a street-child, but he also must avoid thieves and swindlers just like a tourist or like a player of nineteenth-century American board games. As Dick's social rise goes parallel with his movement in the city space, his entrance to a bank brings him the access to other respectable places, and a series of entrance turns him into a legitimate subject in the official system of the American society. While he continues his game of life successfully with the help of gentlemen patrons, in reality it is almost impossible for a disadvantaged player to escape the backline of the society. Thus, Dick's success story presents Alger's fantasy about the ideal economic system in which materials and persons are endlessly circulated.

Key words research of players' experience and presence in FPS genre-focusing on game play time and Steam reviews (FPS게임의 사용자 현존감과 플레이어 경험에 대한 키워드 연구 - Steam 리뷰와 게임 이용 시간을 중심으로)

  • Choi, Young-Woo;Ryu, Seoung-Ho
    • Journal of Korea Game Society
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    • v.21 no.6
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    • pp.13-30
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    • 2021
  • This paper analyzed the user's presence experience and player experience in FPS according to game usage time using Steam's review data. Data was obtained through crawling using Python. In analysis result, it was confirmed that issues related to controllable physical presence and uncontrollable social presence emerged in the group with less game use time, and controllable physical presence was changed to controllable social presence in the group with more play timeFurthermore, through player experience analysis, it was found that the keyword "recoil," a factor in game play, was important.

The Influence of Reciprocity on Individual Decisions in a Climate Coalition Experiment

  • LIN, Yu-Hsuan
    • Asian Journal of Business Environment
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    • v.10 no.2
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    • pp.5-15
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    • 2020
  • Purpose: This study examines the impact of individual reciprocal preferences on coalition formation. The reciprocal model considers a player's own payoff, the player's perception of others' payoffs, and others' perceptions of the player's payoff. Research design, data and methodology: A reciprocal model is built to illustrate how reciprocity influences individual decisions in a coalition game and its formation. The prediction is examined with experimental evidences from a dictator game and a membership game. Results: The theoretical result suggests that the coalition formation could be unstable due to negative reciprocal kindness. The experimental findings support that negative reciprocal kindness could lead players participating in a coalition, no matter their dominant strategies are. When subjects were essential to make contributions to a coalition, they were more likely to cooperate if they were treated badly. In contrast, when subjects were unnecessary, the reciprocal kindness could enhance cooperative tendencies. Conclusions: This study reveals that the reciprocal behavior could influence individual decisions and reshape the coalition formation. In terms of policy implications, this study has shown that coalition formation could be reshaped by reciprocal prefe rences. Due to the strategic and complicated decision process in an interactive environment, a comprehensive investigation of factors would be required in a climate coalition in practice.

Structural Analysis of Play Space by Game Level Goals in FPS (FPS게임레벨의 목표에 따른 플레이공간 구조분석)

  • Choi, GyuHyeok;Ting, Wu;Kim, Mijin
    • Journal of Korea Game Society
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    • v.17 no.5
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    • pp.19-26
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    • 2017
  • A game player experiences gameplay that game designer sets in play space according to goal of a game. Player's experiential behaviors are affected by the space structure of game level and its arrangements. Therefore, it is an important process to understand and analyze the space structure of game level at the initial stage of game designing. In this paper, we was aimed to analyze the space structure and components of FPS game level based on space theory. To attain the objective, observation was carried out on a total of 204 levels in 3 different kinds of FPS games and the difference in the distribution of spatial composition factors by the goal of a game level was identified. As a result of the analysis, experiential behaviors in the play space show a clear difference according to the goal of the game level and the space structure that derives this is different.