• Title/Summary/Keyword: game methods

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Goal-oriented Movement Reality-based Skeleton Animation Using Machine Learning

  • Yu-Won JEONG
    • International Journal of Internet, Broadcasting and Communication
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    • v.16 no.2
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    • pp.267-277
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    • 2024
  • This paper explores the use of machine learning in game production to create goal-oriented, realistic animations for skeleton monsters. The purpose of this research is to enhance realism by implementing intelligent movements in monsters within game development. To achieve this, we designed and implemented a learning model for skeleton monsters using reinforcement learning algorithms. During the machine learning process, various reward conditions were established, including the monster's speed, direction, leg movements, and goal contact. The use of configurable joints introduced physical constraints. The experimental method validated performance through seven statistical graphs generated using machine learning methods. The results demonstrated that the developed model allows skeleton monsters to move to their target points efficiently and with natural animation. This paper has implemented a method for creating game monster animations using machine learning, which can be applied in various gaming environments in the future. The year 2024 is expected to bring expanded innovation in the gaming industry. Currently, advancements in technology such as virtual reality, AI, and cloud computing are redefining the sector, providing new experiences and various opportunities. Innovative content optimized for this period is needed to offer new gaming experiences. A high level of interaction and realism, along with the immersion and fun it induces, must be established as the foundation for the environment in which these can be implemented. Recent advancements in AI technology are significantly impacting the gaming industry. By applying many elements necessary for game development, AI can efficiently optimize the game production environment. Through this research, We demonstrate that the application of machine learning to Unity and game engines in game development can contribute to creating more dynamic and realistic game environments. To ensure that VR gaming does not end as a mere craze, we propose new methods in this study to enhance realism and immersion, thereby increasing enjoyment for continuous user engagement.

A Study on Design Methods to Extend Game Flow Period - Focusing on Monster Hunter: World (게임 사용자의 몰입 기간을 연장하는 디자인 방법 연구 - 몬스터 헌터: 월드를 중심으로)

  • Sunghoon Kim;Chanil Park
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2023.07a
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    • pp.119-122
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    • 2023
  • 게임 이용자가 재미를 느끼고 몰입하며 그 재미가 오래 유지되도록 하는 것은 많은 게임 디자이너의 관심사이다. 본 논문에서는 비교적 적은 개발 비용으로 긴 몰입 기간을 만들어낸 몬스터 헌터: 월드를 통해 이를 가능토록 하는 게임 디자인 기법 "반복 플레이 동기 부여", "숙련도 영역 전환"의 두 가지를 제안한다.

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Analysis of Game Video Production in Streaming Media Environment (스트리밍 환경에서 게임 영상 제작 분석)

  • Lee, JianBo;Ryu, Seuc-Ho;Hyun, Seung-Hoon
    • Journal of Industrial Convergence
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    • v.20 no.5
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    • pp.69-76
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    • 2022
  • This paper summarizes the features and functions of game video on each platform through a study on streaming technology. Game videos have a high relationship with game content itself for the purpose of marketing and disseminating game play methods using games as the subject matter. The video length is short and it is easy to spread. The main types of game video content are game commentary, game strategy, funny, imitative, music video, and game information. As a game promotion video function, etc., it is used as a direct or indirect publicity for the game by the producer and the user for each reason. This article analyzed the production subject and production conditions of game videos, focusing on the production process. The production subject is divided into professional creators, non-professional creators, and general users. The motive for producing game videos is mainly to obtain economic benefits. The production process was extracted and presented through examples of game videos.

A Study of a Game User Oriented Load Balancing Scheme on MMORPG (MMORPG 서버를 위한 게임 사용자 중심의 부하 분산 기법에 관한 연구)

  • Choi, Jong-Gwan;Kim, Hye-Young;Woo, Won-Sik
    • Journal of Korea Game Society
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    • v.12 no.3
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    • pp.69-76
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    • 2012
  • At MMORPGs that has the numerous game users with many interactions at the same virtual world, massive loading that results in delays, resource shortages, and other such problems occur. To solve this, many developers devote research to load-balancing servers, yet due to steady and dynamic map divisions, such research is unreliable. This paper proposes a game user-oriented load balancing scheme for the load balancing of MMORPG servers. This scheme shows effectiveness at dealing with hot-spots and other gatherings of game users at specific servers compared to previous methods.

Comparison of Stress Level and HPA axis Activity of Internet Game Addiction vs. Non-addiction in Adolescents (인터넷게임중독 청소년과 비중독 청소년의 스트레스 수준과 HPA axis 활성도 비교)

  • Kim, Eun Hwa;Kim, Na Hyun
    • Journal of Korean Biological Nursing Science
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    • v.15 no.4
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    • pp.173-183
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    • 2013
  • Purpose: The purpose of this study was to compare the stress level and HPA axis activity of an internet game addiction group and non-addiction group in adolescents. Methods: A cross-sectional comparative study was performed with 140 male high school students from 9 vocational high schools at W city. Data were collected from July to September, 2012, using a questionnaire for measuring internet game addiction and stress level, blood samples for serum ACTH, and cortisol level for HPA axis activity. Data were analyzed using descriptive analysis, $X^2$-test, t-test, ANOVA, and Pearson correlation coefficient with SPSS/WIN 15.0. Results: The stress level of the internet game addicted group was significantly higher than that of the non-addicted group (p<.001). The serum cortisol level was also significantly higher in the internet game addicted group than in the non-addicted group (p<.026). The serum ACTH level was higher in the internet game addicted group more than in the non-addicted group (p<.072). Conclusion: These results showed that internet game addiction could increase stress level and HPA axis activity in high school adolescents. Thus, a nursing approach to prevent and relieve internet game addiction should be initiated to stabilize the HPA axis of internet game addicted adolescents.

A Study on the Generation Method of Visual-Auditory Feedback for BCI Rhythm Game (BCI 리듬게임을 위한 시청각 피드백 생성에 관한 연구)

  • Kim, Cheol-Min;Kang, Gyeong-Heon;Kim, Eun-Seok
    • Journal of Korea Game Society
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    • v.13 no.6
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    • pp.15-26
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    • 2013
  • In recent years, studies in BCI game with popular BCI devices are progressing actively by the development of BCI(Brain Computer Interface) techniques. Most of BCI games have developed as experimental contents for researching. On the game control paradigm, it is insufficient to conduct a study about induced methods of proper barinwave to control the BCI game. In this study, we suggest a rhythm game using BCI which has a new play element that visualizes the rhythm of music and represents the notes of music in sound and a generation method of visual-auditory feedback through the synchronization of the tempo of music with brainwave. Experimental Results make certain that our suggestion is possible for the improvement of game score through the induction of brainwave that is necessary to control the game.

A Case Study on Teaching Solutions Exploration of Wythoff's Game through Using the Analogy for the Elementary Gifted Class (초등학교 영재학급에서 유추를 활용한 위도프 게임의 해법 탐구 지도 방법)

  • Bae, Sin Young;Song, Sang Hun
    • Journal of Educational Research in Mathematics
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    • v.25 no.1
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    • pp.95-111
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    • 2015
  • The purpose of this study is to analyze cases on teaching solutions exploration of Wythoff's game through using the analogy for the gifted elementary students, to suggest useful teaching methods. Students recognized structural similarity among problems on the basis of relevance of conditions of problems. The discovery of structural similarity improves the ability to solve problems. Although 2 groups-NIM game with surface similarity is not helpful in solving Wythoff's game, Queen's move game with structural similarity makes it easier for students to solve Wythoff's game. Useful teaching methods to find solutions of Wythoff's game through using the analogy are as follow. Encoding process helps students make sense of the game. It is significant to help students realize how many stones are remained and how the location of Queen can be expressed by the ordered pair. Inferring process helps students find a solution of 2 groups-NIM game and Queen's move game. It is necessary to find a winning strategy through reversely solving method. Mapping process helps students discover surface similarity and structural similarity through identifying commonalities between the two games. It is crucial to recognize the relationship among the two games based on the teaching in the Encoding process. Application process encourages students to find a solution of Wythoff's game. It is more important to find a solution by using the structural similarity of the Queen's move game rather than reversely solving method.

Method of Choosing One in the Doubles through the Game of Rock-Paper-Scissors

  • Cho, Dae-Hyeon;Kim, Byung-Soo
    • The Korean Journal of Applied Statistics
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    • v.25 no.5
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    • pp.785-792
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    • 2012
  • In many sports games, we would use a coin or the game of rock-paper-scissors to decide which side will begin rst. We consider the game of rock-paper-scissors when two teams are composed of two individuals respectively. There are many methods to choose one team of the two. We consider all 3 cases when all 4 individuals participate simultaneously or one by one. According to the methods of the game rules we nd the means and variances of the number of games respectively.

Alternate Reality Game Based Education in College (대학에서 대체현실게임기반 교육방법)

  • Chang, Hee-dong
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.415-422
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    • 2019
  • The college students who are in the game generation have different cognitive characteristics from the previous generations, and the phenomena of attention loss in the existing education methods such as lectures are generally seen. This results in a problem that the satisfaction of the university education is lowered. To solve this problem, it is possible to improve students' interest and concentration by using game-based educational methods. In this paper, we propose a method of university education using alternative reality game. The prototype was implemented and tested to verify that the proposed method is suitable for the university environment and can be operated. Through the test results, we confirmed that the proposed method meets the requirements of the university education field and that the required functions are functioning normally. In addition, according to the results of the questionnaire surveyed for the students, it shows that the proposed alternative game method based on the alternative reality game will be more effective in attracting students and improving concentration than the current education method.

What is meaning of internet game to the University students?

  • Kim, Jung-Ae
    • International Journal of Internet, Broadcasting and Communication
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    • v.8 no.2
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    • pp.75-80
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    • 2016
  • Objectives : The objective of this study is to examine the experiences of Internet game experience targeting to University students in Korea. Research topics was "What is meaning of internet game to the University students?" Methods : Classical phenomenology underpinned this study. Seven qualitative studies of University students were conducted between 20 and 23 years old. Semi-structured interviews were conducted. Interviews were audio recorded and transcribed verbatim. Phenomenological thematic analysis of data was undertaken. Results : The findings pivot around three interconnected themes :[Expectations for the emotional needs], [Spend time in the cyberspace], [Relieve stress throughout the game], [Instead of satisfaction from virtual reality], [Internet gaming repeat and desires]. The basic need for getting into internet game was [satisfaction from virtual reality was identified]. While internet games was eliminated stress, [Expectations for the emotional needs] and [Spend time in the cyberspace] were the catalyst that makes them repeatedly getting into Internet the game. Based on the result, I suggest that Internet gaming should be recognized as a tool to relieve stress for college students, But it is not satisfied with the reality in virtual space. Therefore, the strategy must be to recognize reality accompanying. And Using a lot of time in cyberspace make them cause of internet game addiction. Therefore, it requires a systematic strategy for the Internet using time limits. Also the emotional needs met were motivated to repeat an Internet game. So another way to meet the emotional needs to college students should be sought.