• Title/Summary/Keyword: Game tool

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Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement Learning, and Q-Learning

  • Park, Ji Su;Park, Jong Hyuk
    • Journal of Information Processing Systems
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    • v.16 no.5
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    • pp.1001-1007
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    • 2020
  • In recent years, machine learning algorithms are continuously being used and expanded in various fields, such as facial recognition, signal processing, personal authentication, and stock prediction. In particular, various algorithms, such as deep learning, reinforcement learning, and Q-learning, are continuously being improved. Among these algorithms, the expansion of deep learning is rapidly changing. Nevertheless, machine learning algorithms have not yet been applied in several fields, such as personal authentication technology. This technology is an essential tool in the digital information era, walking recognition technology as promising biometrics, and technology for solving state-space problems. Therefore, algorithm technologies of deep learning, reinforcement learning, and Q-learning, which are typical machine learning algorithms in various fields, such as agricultural technology, personal authentication, wireless network, game, biometric recognition, and image recognition, are being improved and expanded in this paper.

Implementation of the DMM System for Flight Information Visualization (비행 정보 시각화를 위한 DMM 시스템의 구현)

  • Hur, Hwa Ra;Park, Myeong Chul
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.7 no.3
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    • pp.115-121
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    • 2011
  • The flight information visualization of the aircraft is the system which is widely used to the threat against low altitude tasks and terrain altitude. But, it is difficult to implement the system because of restrictions that GPS data and huge geographic information should be stored. In this paper, it proposes economic DMM (Digital Moving Map) system for flight information visualization from open-source-base. First, the flight information is transferred from X-Plane through UDP and then demonstrated on the DMM system. In the proposed DMM system, flight information is visualized on the map information downloaded from an ArcGIS Map server using the mapping data between the present altitude of the aircraft and the terrain altitude. The result of this paper could be used an economic tool in the field of flight information visualization and the game algorithm research.

A Study of on the influence of Smartphone Acceptance Factors Such as University Students' innoovativeness, Self-efficacy and Social-Influence (대학생들의 혁신성, 자기효능감, 사회적 영향이 스마트폰 수용에 미치는 영향)

  • Park, Jong Soon;Lee, Jong Man
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.9 no.1
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    • pp.189-202
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    • 2013
  • Recently, Smartphone is not only used as a communication medium, but also provide mobile service tool enabling game, internet surfing, DMB, navigation services, and so on. A lot of smartphone's applications are using for our daily lives. The purpose of this study was analyze affecting factors such as innovativeness, Self-Efficacy and Social-Influence on adoption behavior of smartphone application. This survey was carried out with university students. Data were obtained from 293 students who have smartphone. To Find difference among variables, exploratory factor analysis, t-test and multiple regression was carried out with collected data. Result shows that the distinction of sex is significantly difference in innovativeness and self-efficacy. And self-efficacy and social influence are significantly affect to smartpjone adoption. Therefore, self-efficacy and social influence are import consider factors to reconsider marketing strategy for smartphone business.

Pet Robot Simulator Coordinated over Network (네트워크를 통해 동작하는 애완 로봇 시뮬레이터)

  • Lee, Sung-Hun;Yi, Soo-Yeong;Choi, Byoung-Wook
    • Journal of Institute of Control, Robotics and Systems
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    • v.15 no.5
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    • pp.530-537
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    • 2009
  • A graphic simulator can be a useful tool for planning gaits or dynamic behaviors to a walking pet robot. Microsoft describes robotics developer studio (MSRDS) as an end-to-end robotics development platform including simulation engine based on dynamics. In this paper, we propose a pet robot simulator (PRS), based on MSRDS, which supports interactively controlled two walking robots connected over network. To be pet robot simulator, modeling a commercial pet robot is performed and gait planning is also implemented. By using concurrency and coordination runtime (CCR) and decentralized software services (DSS) of MSRDS software platform, we connect two robots which are displayed together but controlled separately over network. The two walking pet robots can be simulated interactively by joysticks. It seems to be an internet game for pet robots.

A Study on Gamification Consumer Perception Analysis Using Big Data

  • Se-won Jeon;Youn Ju Ahn;Gi-Hwan Ryu
    • International Journal of Advanced Culture Technology
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    • v.11 no.3
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    • pp.332-337
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    • 2023
  • The purpose of the study was to analyze consumers' perceptions of gamification. Based on the analyzed data, we would like to provide data by systematically organizing the concept, game elements, and mechanisms of gamification. Recently, gamification can be easily found around medical care, corporate marketing, and education. This study collected keywords from social media portal sites Naver, Daum, and Google from 2018 to 2023 using TEXTOM, a social media analysis tool. In this study, data were analyzed using text mining, semantic network analysis, and CONCOR analysis methods. Based on the collected data, we looked at the relevance and clusters related to gamification. The clusters were divided into a total of four clusters: 'Awareness of Gamification', 'Gamification Program', 'Future Technology of Gamification', and 'Use of Gamification'. Through social media analysis, we want to investigate and identify consumers' perceptions of gamification use, and check market and consumer perceptions to make up for the shortcomings. Through this, we intend to develop a plan to utilize gamification.

Removable 3D Object For Mobile Phone Based on J2ME

  • Lee, Song-Won;Hong, Sung-Soo;Kim, Seok-Dong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2009.04a
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    • pp.706-709
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    • 2009
  • The informatization of Korea is accompanied by the great growth of new strategic export industry, as of mobile phone or semiconductor LCD. Speaking to the situation of mobile phone, Motorola swept over the American domestic market in the beginning of 1990s, digital mobile communication as CDMA developed swiftly in Korea. In 1996, the first year's CDMA users of Samsung were merely one million, nevertheless, the world's sales in the first half of this year is up to 92 million. In this p aper I design 3D application based on J2ME and implement a freely removable 3D object which happened in a 3D scen e by receiving the keyboard response of mobile device with WTK (Wireless ToolKit) simulator. It contains benefits of improvement of relative speed and high-level functionality such as scene graph, keyframe animation, etc.

Unity: A Powerful Tool for 3D Computer Animation Production

  • Ecole Luthermilla;Kim Won-Tae;Yoon Jeong-Shick
    • Journal of the Korea Computer Graphics Society
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    • v.29 no.3
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    • pp.45-57
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    • 2023
  • Unity is a powerful game engine that can be used to create 2D or 3D content. The current study focuses on the use of Unity for 3D computer animations, covering the strengths, basic concepts and tools for creating and integrating 3D animations in Unity, including the use of keyframe animation, animation controllers, and blend trees. Also covering advanced topics such as skeletal animation, procedural animation and their applications in games, simulations, and other interactive media. Case studies that showcase the potential of Unity for 3D animation will be analyzed and discussed taking in the quality of visuals and the receptance by the public in general.

Automated Bar Placing Model Generation for Augmented Reality Using Recognition of Reinforced Concrete Details (부재 일람표 도면 인식을 활용한 증강현실 배근모델 자동 생성)

  • Park, U-Yeol;An, Sung-Hoon
    • Journal of the Korea Institute of Building Construction
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    • v.20 no.3
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    • pp.289-296
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    • 2020
  • This study suggests a methodology for automatically extracting placing information from 2D reinforced concrete details drawings and generating a 3D reinforcement placing model to develop a mobile augmented reality for bar placing work. To make it easier for users to acquire placing information, it is suggested that users takes pictures of structural drawings using a camera built into a mobile device and extract placing information using vision recognition and the OCR(Optical Character Registration) tool. In addition, an augmented reality app is implemented using the game engine to allow users to automatically generate 3D reinforcement placing model and review the 3D models by superimposing them with real images. Details are described for application to the proposed methodology using the previously developed programming tools, and the results of implementing reinforcement augmented reality models for typical members at construction sites are reviewed. It is expected that the methodology presented as a result of application can be used for learning bar placing work or construction review.

Pedagogical Methodology of Teaching Activity-based Flow Chart for Elementary School Students (초등학생 대상의 활동 중심 순서도 교육 방법)

  • Lee, Yong-Bae;Park, Ji-Eun
    • Journal of The Korean Association of Information Education
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    • v.16 no.4
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    • pp.489-502
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    • 2012
  • Today computer education puts an emphasis on algorithm education. There are little researches about how to express the given problem in algorithm and how to interpret the expressed algorithm. In this study play-based learning methods dealing with flow chart which is one of the expressing tools of algorithm are developed for lower graders of elementary school. Then we diagnosed the learning possibility of the tool after applying the methods in a classroom environment. There are four types of learning game activities; sequential play, selective play, repetitive play and puzzle play. Puzzle play is a game that students need to reconstruct the learned content to a real flow chart by using flow chart cards. The result of an achievement test after teaching students flow chart showed that the group who took the play-based lesson got their average score with about 7.5% higher than the group who took the ICT-based lesson. Both the groups got their average scroe of more than 9 out of 10 after the lesson. This result shows that flow chart lessons are adaptable for the lower graders of elementary school. It also shows that play-based education can be exceptionally effective.

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A Study on the Effectiveness of Bibliotherapy Program to Overcome of the Excessive Absorption on Games for Children (독서치료 프로그램이 어린이 게임과몰입 극복에 미치는 효과 연구)

  • Hoang, Gum Sook;Kim, Soo-Kyoung;Kim, Jung Hwoa
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.24 no.2
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    • pp.93-111
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    • 2013
  • The purpose of the study is to prove the effectiveness of bibliotherapy program to overcome of the excessive absorption on games for children. A 12-week programs were developed and managed in 1-2 grade, 3-4 grade, 5-6 grade for the elementary school student. Also MGUS (Maladaptive Game Use Scale), Self-Esteem Inventory, Self-Control Inventory, and HTP(House, Tree, Person) Diagnosis Tool were measured prior to the bibliotherapy and post-tests were followed to the participants statistically by t-test. According to analysis results, the bibliotherapy program was effectiveness to overcome of the excessive absorption on games for children.