• The KIPS Transactions:PartA
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• v.19A no.3
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• pp.155-160
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• 2012

This paper designed a smartphone application with sequence problems which users can improve their learning ability and this application is implemented as serious game which is designed for the special purposes of education with entertainment and game-like fun at anytime and anywhere during the spare time. Also to prove learning effects through sequence of number application under ubiquitous environment which is popular these days, the proposed serious game which has various types of sequence questions is implemented based on the iphone and android environments. User characteristics and learning effects which are based on game record of proposed application are analyzed according to socio-demographic characteristics.

• Proceedings of the Korean Information Science Society Conference
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• 2001.04b
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• pp.664-666
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• 2001

학생들에게 흥미와 관심을 가지게 하면서 수학수업을 효과적으로 할 수 있는 방법론에 대한문제는 수학교육의 관심사중 하나이다. 그러나 실상 교사들이 현장에서 쉽게 이행할 수 있는 학습자료의 개발이나 그 활용은 미진한 상태이다. 본 연구에서는 아동들의 발달수준에 맞는 적절한 경험을 제공하여야 한다는 입장엣 수학적 힘을 기르기 위해 수준별, 개인별 수학학습에 바탕을 두고 학습자 중심의 학습능력을 키울 수 있는 웹 기반 게임형 초등 수학 학습 프로그램을 개발한다. 이 시스템은 학습자 진단평가로 학습자 수준을 판단한 다음 단계로 수준 결과에 따라 Story 학습을 통하여 단계별 학습내용의 기본원리를 설명한다. 그 다음에는 story학습에서 배운 기본원리를 응용하여 학습할 수 있도록 설계된 게임학습을 하게 함으로써 학습자는 능동적인 학습참여와 다양한 수학적 사고를 육성시킬 수 있고, 보다 쉽게 학습목표에 도달할 수 있다.

• 한국정보교육학회:학술대회논문집
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• 2009.08a
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• pp.113-121
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• 2009

정보화 사회에서의 일원으로 꼭 갖추어야 할 정보통신윤리 덕목들은 기존 산업화 사회에서의 교수-학습방법으로는 부적절하다. 덕 교육 (Virtues Education)은 행위자가 교육의 중심이 되어, 인지 정의 행동의 통합과 공동체주의를 중요시 여겨 학습자 스스로 윤리를 체득하도록 하는 장점이 있다. 본 연구에서는 덕 교육의 장점을 기반으로 학습자가 보다 재미있고 쉬운 학습을 통해 정보통신윤리의 능동적이고 자연스러운 체득이 가능하도록 게임 모형을 개발하였다. 본 게임 모형은 문제 사태를 확인하고, 그에 관련된 규범을 찾고, 규범의 의미와 근거를 찾은 후, 판단을 예측하고, 판단하여 미션을 해결하는 모형이다. 본 모형의 장점 (특징)은 다음과 같다. 첫째, 학습자가 쉽고 재미있게 정보통신윤리 학습을 할 수 있다. 둘째, 게임을 진행하며 윤리의식을 교사가 전달하는 것이 아닌, 학습자 스스로 체득하게 할 수 있다. 셋째, 정보화 사회의 구성원으로서 알맞은 가치관을 확립하여, 정보화 사회의 역기능에 대해 올바르게 판단하고 실천할 수 있다.

• Proceedings of the Korean Society of Computer Information Conference
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• 2018.01a
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• pp.25-28
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• 2018

본 논문에서는 강화학습을 통한 게임 테스트 자동화를 제안한다. 게임 테스트의 일부가 게임을 플레이라는 것과 강화학습에 기반을 둔 인공 신경망 모델들이 게임플레이에 많은 성과를 거둔 것에 착안하여 테스트 케이스 자동 생셩 및 기계학습을 통한 테스트 자동화를 연구하였다. 테스트 관리자를 두어 게임 요소에 필수적인 테스트 케이스를 데이터 조합으로 생성하고, 테스트 케이스를 수행할 인공지능을 기계학습으로 작성하여 자동화 유지비용을 절감한다. 이 모델을 소형 게임에 시험적으로 적용하였고, 정상 작동을 확인하였다.

• Journal of Korea Game Society
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• v.13 no.3
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• pp.141-152
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• 2013

This research aims at suggesting a case of designing theme-based integrated learning for usage smart media. New approach and direction for developing a gaming instructional design was suggested which can encourage learners to participate in. Quest-based learning, the learning environment design where learners conduct various learner-centered activities, plays an important role of reinforcing the motivation, promoting experiential and cooperative learning based on social interaction. The design using QR codes has been proved to be able to offer the learner-centered learning environment which includes social interaction strategy required for learners expanding their cognitive structure, motivation enhancing strategy encouraging their consistent participation in learning, complex problematic situation and scaffolding strategy emphasized by constructivism. And it is expected to contribute to promoting the design of theme-based integrated learning which is being demanded in the educational environment recently by combining systematic design process and strategies.

• Journal of the Korea Institute of Information and Communication Engineering
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• v.25 no.9
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• pp.1190-1198
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• 2021

In this paper, we present the results of implementing an interactive lecturer introduction game that allows new students or freshmen to learn about their lecturer's information using a Digital Game-based Learning (DGBL) methodology. This game provides information such as the lecturer's name, photo, the courses that they teach in the form of a quiz game, with Unity and PHP used as the development environment. Communication between the game, Content Management System (CMS), and the database is by using the REST API, which enables the administrator to manage the content of the game such as score and number of questions for each level, user's password, and performance threshold, as well as the lecturer's information itself. Since the developed interactive game uses an integrated CMS, the content can be updated dynamically according to the situation, therefore, it can be easily applied to other departments, as well as other various educational games.

• Journal of KIISE:Computing Practices and Letters
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• v.16 no.5
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• pp.601-605
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• 2010

In this paper, we propose a GBL(Game Based Learning) content of intelligent tutoring capability. The objective of our GBL content is to learn the Karnaugh Map which is generally used to simplify boolean functions. Our GBL content well-motivates learners with interesting game-based scenarios and also, through an intelligent tutoring module, gives learners adaptive feedbacks such as hints and explanations while maintaining learners' contextual immersion. Additionally, we identified significant improvement in terms of learning effectiveness by analyzing the test results of two (experimental and controlled) student groups learning the Karnaugh Map.

• Journal of the Korea Society of Computer and Information
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• v.12 no.1 s.45
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• pp.83-88
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• 2007

The goal of this research was to investigate the effect the computer game-based learning has on learning achievement in computer education for middle school students. To achieve this goal 74 middle schoolers were allocated into the experiment group(34 students) with the educational computer games class and the control group(34 students) with the traditional face-to-face class. After identifying the homogeneity of two groups through the pre-test, the experiment was carried out. As a result, the mean difference between the experiment group and the control group was statistically significant. That is, learning achievement of middle schoolers utilizing the computer games was higher than that of the face-to-face class. It is suggested that the game factors should be considered in designing the computer education.

• KIPS Transactions on Software and Data Engineering
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• v.10 no.11
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• pp.529-534
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• 2021

Computing thinking is regarded as one of the important skills required in the 21st century, and many countries have introduced and implemented computing thinking training courses. Among computational thinking education methods, educational game-based methods increase student participation and motivation, and increase access to computational thinking. Autothinking is an educational game developed for the purpose of providing computational thinking education to learners. It is an adaptive system that dynamically provides feedback to learners and automatically adjusts the difficulty according to the learner's computational thinking ability. However, because the game was designed based on rules, it cannot intelligently consider the computational thinking of learners or give feedback. In this study, game data collected through Autothikning is introduced, and game score prediction that reflects computational thinking is performed in order to increase the adaptability of the game by using it. To solve this problem, a comparative study was conducted on linear regression, decision tree, random forest, and support vector machine algorithms, which are most commonly used in regression problems. As a result of the study, the linear regression method showed the best performance in predicting game scores.

• Proceedings of the Korea Multimedia Society Conference
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• 2001.06a
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• pp.382-385
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• 2001

학습에 있어서 게임 요소의 도입은 학습동기 유발의 측면에서 긍정적인 평가를 받고 있다. 본 연구에서는 이러한 학습컨텐츠 개발에 있어서 중복적인 개발 노력을 배제하여 경제적·시간적 효율성을 높일 수 있는 컴포넌트들과 저작도구를 개발하였다. 이 컴포넌트들은 게임 제작에 필요한 기능을 캡슐화하여 제공하고 있으므로 이용하기 편리하고 학습 컨텐츠를 적은 노력으로 손쉽게 개발할 수 있다. 또한 컴포넌트가 조립된 학습도구는 ActiveX 컨트롤로 변환되므로 네트웍 기반 학습에도 이용될 수 있으며, 일반적인 어플리케이션에도 이용될 수 있다. 이 컴포넌트들을 이용한 개발의 예로서 역할놀이용 시뮬레이터를 제작하였다.