• Proceedings of the Korea Information Processing Society Conference
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• 2019.05a
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• pp.461-463
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• 2019

일반적으로 멀티 온라인 배틀 게임은 게임의 참가자들이 팀을 이루어 전략을 짜고 협력하여 주어진 목적을 성취하면 승리한다. 게임에서는 승리를 판가름 할 수 있는 다양한 요소(e.g. 골드, 아이템, 캐릭터의 레벨 등)들이 있다. 본 논문에서는 게임 플레이 중에 다양한 요소를 분석하여 실시간으로 승률을 예측할 수 있는 딥러닝 기반의 모델을 제안하고 이를 리그오브레전드 게임에 적용하여 그 결과를 분석하였다.

• Journal of Korea Multimedia Society
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• v.9 no.7
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• pp.927-937
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• 2006

Auto-playing programs are often used in behalf of human players in MMORPG(Massively Multi-player Online Role Playing Game). By playing automatically and continuously, it helps to speed up the game character's level-up process. However, the auto-playing programs, either software or hardware, do harm to games servers in various ways including abuse of resources. In this paper, we propose a way of detecting the auto programs by analyzing the window event sequences produced by the game players. In our proposed method, the event sequences are transformed into a set of attributes, and the Decision Tree learning is applied to classify the data represented by the set of attribute values into human or auto player. The results from experiments with several MMORPG show that the Decision Tree learning with proposed method can identify the auto-playing programs with high accuracy.

• The KIPS Transactions:PartB
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• v.12B no.5 s.101
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• pp.595-606
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• 2005

The scale of game development are rapidly increasing as the blockbuster games which cost $7\~20$ billion won, often appear on the markets. The game mechanics which is concentrated on technological elements of the game, necessarily requires the management of quality. In this paper, we propose a computer simulator for the quality evaluation of game mechanics which can analyze the quality accurately and economically in the design phase. The proposed simulator provides Petri net[7,8] and Smalltalk[9] for convenient modeling. The simulator gives the realistic evaluation like play test because it uses the realistic data of gameplay environment such as player action-pattern, game world map, and item DB but the previous evaluation methods can not consider the realistic gameplay environment and can only cover a limited scope of evaluation. To prove good performance of the proposed simulator, we have 80 simulations for the quality evaluation of the game mechanics of Dungeon & Dragon[13,14] in a given world map. The simulation results show that the proposed simulator can evaluate the faultlessness, optimization, and play balance of the game mechanics and gives better good performance than other evaluation methods.

• Proceedings of the Korean Information Science Society Conference
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• 2000.04b
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• pp.687-689
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• 2000

정보사회가 되면서 새로운 교수방법들이 많이 개발되었고, 컴퓨터의 발전으로 과거에는 나타날 수 없었던 새로운 형태의 게임들도 존재한다. 본 논문은 컴퓨터 학습을 하는 방법에 있어 캐릭터를 활용한 온라인 퀴즈게임을 이용하였다. 퀴즈게임은 학습자의 흥미도를 높일 수 있고, 계속적인 학습자 관찰이 가능하여 학부모와 교사에게 전자우편으로 결과를 피드백 해줄 수 있는 특징이 있다. 이 퀴즈 게임을 개발하는데 요구되는 사항과 특징들을 설계 상에서 살펴보고, 아이템과 시스템에 요구되는 각종 자료 구조를 설계하였다. 이 시스템을 통하여 학생들은 서로 협동하게 되고, 경쟁을 통하여 학습의 효과를 높일 수 있을 것이다.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.18 no.3
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• pp.535-540
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• 2014

Due to the recent popularity of sports, business items which combine IT technologies with sports have appeared. 'Sportainment' which combines the elements of sports and entertainment have a lot of potential and development as new business items in the view of overcoming many limitations such as time and place in real sports. For suggesting a baseball simulation game 'sportainment', this paper is to review the technologies in the existing indoor baseball ranges and to provide the possibility of indoor baseball simulation using various sensor technologies. This baseball simulation game is expected to develop as one of successful indoor 'sportainment' businesses such as Golfzon.

• Journal of Korea Game Society
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• v.9 no.2
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• pp.29-39
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• 2009

Game scenarios are playing more important role as much as games are getting more sophisticated and expanded in their applications. However, general-purpose tools for production of game scenarios are still not developed. There are similar tools for the production of films or dramas and simple tools for the development of UCG. However, analysis about them shows that they are not suitable for the production of game scenarios. In this paper, we are to develop game scenario authoring tool called 'UMa' suitable for game production and easy to use. UMa is composed of synopsis entry, quest entry, DB entry, communication, display, and control component. Since UMa provides templates to make synopsis, quest, and DB, users can produce them very easily. Especially, characters and items DB are stored independently so that they may be reused to the production of scenarios for follow-up or another game. Using UMa, users can write game scenarios more easily and quickly and cooperate with each other at the same time by Web.

• Journal of the Korea Computer Industry Society
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• v.3 no.1
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• pp.1-8
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• 2002

This study is discussed research on management of items in PC's GUI(Graphical User Interface) environment. A items are general knowledge data like books, musical CD, English CD, and game CD, which are the time when we don't seek the right items in the case of re-reading and re-listening the items. In this paper, We propose an example designed to be used in the management of a items. The proposed example is implemented by educational VC＋＋(Visual C＋＋) programming language. This program and discussions for management of a items will understand the development procedure of searching and storing data, which will provide some basics into designing large database systems.

• Journal of KIISE:Computing Practices and Letters
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• v.15 no.11
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• pp.819-830
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• 2009

When simulating large crowds, it is inevitable that the models and motions of many characters will be cloned. McDonnell et al. analyzed user's perception to find cloned characters. They established that clones of appearance are far easier to detect than motion clones. In this paper, we expand McDonnell's research[1], with the focus on multiple clones and the appearance variety in real-time game environment. Introducing the perceptual organization, we show the appearance variety of crowd clones by using game items and texture modulation. Other factors that influence the ability to detect clones were examined, such as the moving direction and distance between character clones. Our results provide novel insights and useful thresholds that will assist in creating more realistic crowds of game environments.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.11 no.9
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• pp.3249-3258
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• 2010

The purpose of this study is to investigate the contents and system characteristics of online game and analyzed how these characteristics are related to the flow and online game usage. For this purpose, we identified character customization, storytelling traits, item properties as the contents characteristics of online game(MMORPG) and user interface and ease of community usage as the system characteristics of online game(MMORPG) based on previous researches and in-depth interviews from MMORPG users. The results of this paper revealed that character customization, storytelling traits and item properties positively influence the flow, however, game reality has not impact on the flow. In the system characteristics, only ease of community usage positively influence the flow at a significant level. Furthermore, it is proven that flow has an impact online game usage. Implications and directions for future research are discussed.

• Review of KIISC
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• v.27 no.4
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• pp.43-50
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• 2017

온라인 게임 내 가상재화를 현실 세계의 재화로 교환할 수 있다는 점 때문에, PC기반 온라인 게임 내 가상세계는 많은 작업장(Gold-farmer)들로 인한 부정행위가 빈번히 일어나고 있다. 사이버 재화를 현금거래하는 RMT (Real Money Trading)은 과거에는 PC기반 온라인게임, 특히 고포류 게임이나 MMORPG와 같은 장르들에 주로 존재했으나, 모바일 게임에서도 최근 몇 년 간 거래시장이 활발해 지고, 가치가 높은 아이템들이 출현하기 시작하면서 거래 규모가 비약적으로 성장하고 있다. 이로 인해, PC게임에서만 존재하던 작업장이 모바일 게임에도 출현하고, 게임계정 도용을 위한 모바일 악성앱이 등장하는 등 모바일 게임 내의 부정 행위 및 공격 시도 역시 증가하고 있다. 모바일 게임은 하드웨어의 성능 제약 문제, 네트워크 통신의 항상성이 보장되지 않는 문제, 안드로이드 등 플랫폼 OS 자체의 보안 문제, 앱 자체의 디컴파일 문제와 같이 근본적으로 해결하기 어려운 취약점이 존재하는 환경에서 구동되기 때문에 PC기반 게임에서의 게임 봇 및 작업장 탐지와 같은 기법을 적용하기에는 적합하지 않다. 본 연구에서는 모바일 게임 보안과 PC 게임 보안 기법들을 비교하고, 향후 모바일 게임 보안 향상을 위해 할 수 있는 방안을 제시해 보도록 한다.