• 대한산업공학회지
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• 제40권1호
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• pp.8-17
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• 2014

In this research, we employed various data mining techniques to build predictive models for win-loss prediction in Korean professional baseball games. The historical data containing information about players and teams was obtained from the official materials that are provided by the KBO website. Using the collected raw data, we additionally prepared two more types of dataset, which are in ratio and binary format respectively. Dividing away-team's records by the records of the corresponding home-team generated the ratio dataset, while the binary dataset was obtained by comparing the record values. We applied seven classification techniques to three (raw, ratio, and binary) datasets. The employed data mining techniques are decision tree, random forest, logistic regression, neural network, support vector machine, linear discriminant analysis, and quadratic discriminant analysis. Among 21(= 3 datasets${\times}$7 techniques) prediction scenarios, the most accurate model was obtained from the random forest technique based on the binary dataset, which prediction accuracy was 84.14%. It was also observed that using the ratio and the binary dataset helped to build better prediction models than using the raw data. From the capability of variable selection in decision tree, random forest, and stepwise logistic regression, we found that annual salary, earned run, strikeout, pitcher's winning percentage, and four balls are important winning factors of a game. This research is distinct from existing studies in that we used three different types of data and various data mining techniques for win-loss prediction in Korean professional baseball games.

• 한국콘텐츠학회:학술대회논문집
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• 한국콘텐츠학회 2008년도 춘계 종합학술대회 논문집
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• pp.653-657
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• 2008

디지털 콘텐츠 관련 산업은 급속도로 성장하고 있으며, 고부가가치를 창출하는 산업으로 주목받고 있다. 디지털 영상 콘텐츠 산업에서 컴퓨터 그래픽스 기술은 핵심기술이라 할 수 있는데, 이 기술은 실제 카메라를 사용하여 촬영하기 어려운 장면이나 연출을 가능하게 함으로써 콘텐츠 제작의 폭을 훨씬 넓혀 주었다. 최근 컴퓨터 그래픽스 기술은 블록버스터 영화, 게임, 교육용 콘텐츠, 시뮬레이션 등 다양한 분야에 적용되고 있으며, 콘텐츠를 구성하는 각 객체의 움직임이나 객체 변화의 자동화에 대한 많은 연구가 이루어지고 있다. 본 논문에서는 3D 모핑기술을 활용하여 어류의 성장 첫 단계인 알에서부터 성어가 되기까지의 과정을 보여주며, 성장에 영향을 미치는 여러 가지 환경요인들에 따라 성장 후 정상적인 성어와의 차이를 알아볼 수 있는 어류 성장과정 시스템을 설계하고자 한다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제15권2호
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• pp.695-712
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• 2021

As the use of smart devices is being increased rapidly by the development of internet and IT technology, the contents production and utilization rate are showing higher increase, too. In addition, the type of contents also shows very diverse forms such as education, game, video, UCC, etc. In the meantime, the contents are reproduced in diverse forms by reprocessing the original contents, and they are being serviced through the contents service platform. Therefore, the platform to make the contents reprocessing easy and fast is needed. As the diverse contents distribution channels such as YouTube, SNS, App Service, etc, easier contents distribution platform is needed, and the development of the relevant area is expected. In addition, as the selective consumption of the contents having easy accessibility through diverse smart devices is distinguished, the demand for the platform and service that can identify the contents consumption propensity by individual is being increased. Therefore, in this study, to vitalize the online contents distribution, the contents reproduction and publishing platform, was designed and materialized, which can reproduce and distribute the contents based on the real-time contents editing technology in URL unit and the consumer propensity analysis technology using the data management-based broadcasting contents distribution metadata technology and the edited image contents streaming technology. In addition, in the results of comparing with other platforms through the experiment, the performance superiority of the suggested platform was verified. If the suggested platform is applied to the areas of education, broadcasting, press, etc, the multi-media contents can be reproduced and distributed easily, through which the vitalization of contents-related industry is expected.

• Human Ecology Research
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• 제59권1호
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• pp.83-97
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• 2021

This study developed safety clothing that is essential for adolescent to protect their bodies from accidents, pursue activities and individuality. Therefore, the developed safety clothing was first based on international standards, while changing design to emphasize creativity, activity, and functionality. Two suits of boy's clothes and a girl's suit were developed as safety clothing for sportswear, along with two pairs of girl's clothes and a pair of boy's clothes for entertainment. It was confirmed that the difference in visibility was revealed by testing under different lighting conditions. Second, the survey on adolescents indicated no significant gender difference in sportswear. Round shirt+shorts for both boys and girls were the most preferred for ball game sportswear. However, there was a significant difference by gender in the design of safety clothing for entertainment. Male students preferred jump suit=cape+pants the most, and female students preferred jump suit>cape+pants in the order (p<0.05). In the safety clothes with the highest preference for entertainment, there was no gender difference. All students preferred the jump suit at the most. Checking at each school level, it was found that both middle and high school students preferred jump suit designs, and in safety clothing, middle school students preferred high-neck shirt blouse+tight skirt, and high school students preferred jump suits. Third, 35.5% responded that they would wear it more if current safety clothing is improved. This indicated the necessity of developing various safety clothing for adolescence.

• 동남아시아연구
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• 제23권1호
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• pp.45-87
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• 2013

This paper aims to study Thai democratic deepening and the constitutional engineering with the analytical concepts of 'power sharing' and 'accountability' focusing on the 1997 and 2007 Constitution. With regard to power sharing, the 1997 Constitution had the characteristics of majoritarian principle including a two-party system, strengthening of prime minister and the executive's power etc. It enhanced significantly the aspects of accountability compared with the previous constitutions. The institutions such as Constitutional Court, Commission on Election, Administration Court, Commission on Human Right, Ombudsman, Commission on Anti-corruption, and the Measure for Anti-money Laundering were established by the 1997 Constitution. However, such empowered accountability system were often abused by the political power groups in the political process. The 2007 Constitution has the characteristics of consensual principle including a multiparty system, proportional representation system, weakened prime minister's power, balancing of cabinet and parliament's power, pushing ahead with decentralization. However, the consensual principle of the 2007 Constitution came, in part, from the factional interests. It is similar to the 1997 Constitution in terms of accountability system, which enhanced in law but abused often in practice. One of the critical reasons for the failure of the 1997 and 2007 constitutions to consolidate democratic system was the political game played around the so-called network for the monarchy composed by the military, the civilian bureaucracy, Constitutional Court and the privileged classes. The future of the Thai democratic deepening depends on the constitutional engineering in which the factional interests should be excluded, and the rules of power sharing and accountability which traditionally played around the network for the monarchy should be effectively institutionalized.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제14권12호
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• pp.4682-4705
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• 2020

The Unmanned Aerial Vehicles (UAV) networks consisting of low-cost UAVs are very vulnerable to smart jammers that can choose their jamming policies based on the ongoing communication policies accordingly. In this article, we propose a novel cloud and edge-aided mobile communication scheme for low-cost UAV network against smart jamming. The challenge of this problem is to design a communication scheme that not only meets the requirements of defending against smart jamming attack, but also can be deployed on low-cost UAV platforms. In addition, related studies neglect the problem of decision-making algorithm failure caused by intermittent ground-to-air communication. In this scheme, we use the policy network deployed on the cloud and edge servers to generate an emergency policy tables, and regularly update the generated policy table to the UAVs to solve the decision-making problem when communications are interrupted. In the operation of this communication scheme, UAVs need to offload massive computing tasks to the cloud or the edge servers. In order to prevent these computing tasks from being offloaded to a single computing resource, we deployed a lightweight game algorithm to ensure that the three types of computing resources, namely local, edge and cloud, can maximize their effectiveness. The simulation results show that our communication scheme has only a small decrease in the SINR of UAVs network in the case of momentary communication interruption, and the SINR performance of our algorithm is higher than that of the original Q-learning algorithm.

• 한국항행학회논문지
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• 제24권6호
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• pp.633-639
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• 2020

비전공자 대상으로 확장현실기반 융합영상콘텐츠 제작에 대한 교육적 수요가 높아지고 있음에도 불구하고, 이를 실행할 수 있는 교육도구는 턱없이 부족하다. 이러한 문제를 해결하기 위해 본 연구는 비전공자 대상으로 확장현실기반 융합영상콘텐츠 제작에 대한 요구사항을 분석하고, 요구사항의 구현을 위한 프레임워크 기능을 설계하였다. 기능 설계를 바탕으로 프로그래밍 지식이 없는 IT 비전공자 학생이 게임엔진을 활용하여 드래그 앤드 드롭과 같은 간단한 방법을 통해 확장현실 콘텐츠를 제작할 수 있는 프레임워크를 설계하고 구현하였다. 여기서 프레임워크란 재사용 가능한 반 완성된 응용프로그램 템플릿 코드를 의미한다. 마지막으로 개발된 프레임워크의 교육 적합성을 알아보기 위해, 프레임워크를 사용하여 산업 디자인 전공 2학년 학생 26명을 대상으로 XR 콘텐츠 제작 교육을 수행하였다. 그 결과, 90%가 넘는 학생들이 실제 오큘러스 리프트에서 작동되는 수준의 콘텐츠 개발에 성공하는 것을 발견하였다. 본 연구의 결과는 비전공자를 위한 확장현실기반 융합영상콘텐츠 교육과정의 품질을 향상하는 데 활용될 수 있으며, 이를 통해 미래 콘텐츠 산업의 발전에 이바지할 수 있다.

• International Journal of Advanced Culture Technology
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• 제11권2호
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• pp.152-161
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• 2023

Modern people live a life connected with the real world and the virtual world by relying on the new media of enterprises and social consumption led by innovative technologies. In this environment, virtual influencers actively communicate with consumers and build relationships through social media, which is a new marketing tool that has attracted widespread attention. From a business perspective, it is necessary to have a solid understanding of this phenomenon, and then explore communication strategies to effectively develop virtual influencers. To investigate followers' preference for virtual influencers, this study employs the Q-method, which studies human subjective attributes, an empirical research effort to uncover complex issues in human subjectivity. To determine the factors that trigger people's voluntary and active practice and the preference degree of virtual influencers, the Q method is implemented to examine human subjectivity, thoughts and attitudes. According to the results of this study, virtual influencers are a new group of idols full of vitality. The interviews found that there are still many virtual influencers who do not know about followers, but each type can be clearly understood through the intuitive understanding of the interviewees. Divided out, type 1 one egoideal virtual influencers aim to represent an idealized version of the creator or target audience. Embodies ideal physical characteristics, personality or lifestyle desired by the audience. Type 2 is charismatic and attractive, and has the characteristics of most virtual influencers. It is suggested that it can be developed into a potential type, doing brand cooperation, and content production on social media platforms. Type 3: Game animation, derived from the image of characters in games or comics, with stylized features and energetic personalities, which can be integrated into games or entertainment experiences. Type 4 development potential type is the most successful type among virtual imagers, and it is also the purpose of marketing virtual influencers. It is essential that brand endorsement on social media platforms, integrated marketing, and driving advertising traffic. It is recommended to improve production technology to reduce investment costs.

• 만화애니메이션 연구
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• 통권40호
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• pp.33-53
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• 2015

캐릭터의 움직임은 내면에 흐르는 감정을 전달하기 위한 중요한 요소이다. 비록 동일한 움직임일지라도 캐릭터의 성격이나 감정 또는 상황에 따라 움직임은 다르게 나타나고 표현된다. 이 연구에서는 라반의 움직임 분석 체계인 Laban Movement Analysis(LMA)를 사용하여 겉으로만 보여지는 애니메이션의 움직임뿐만 아니라 캐릭터의 내적인 감정과 태도를 라반의 움직임 분석(LMA) 카테고리의 하나인 에포트(Effort)로 분석하여, 주로 무용계에서 활용되는 라반의 움직임 분석이 애니메이션의 움직임을 얼마나 효과적으로 분석할 수 있는 가를 알아보고자 한다. <몬스터대학교>는 겁주기 선수가 되고자 하는 꿈을 위해 끊임없이 노력하는 몬스터에 대한 이야기로, 기능적 움직임이 주를 이루지만 캐릭터의 생각과 감정을 표현하는 표현적 움직임도 조화롭게 나타난다. 겉으로 드러난 캐릭터의 움직임은 자신의 내면적인 감정을 잘 드러내는 경우도 있지만 감정을 절제하면서 움직이는 경우도 많다. 그러한 점에서 이 연구는 <몬스터대학교>를 연구대상으로 삼고 <몬스터대학교>의 네 가지 장면에 나타난 캐릭터의 움직임을 LMA의 에포트로 분석하였다. 연구결과, 마이클이 겁주기 선수를 따라 인간 세상과 연결된 문 안으로 들어가는 장면에서는 겁주기 선수를 부러워하는 마이클의 내면에 깔려있는 감정 상태를 꿈꾸는 것 같은 강한 느낌을 주는 환상충동(Vision Drive)으로 표현하고 있으며, 최고의 겁주기 팀을 선정하는 시합 중 두 번째 경기를 하는 장면에서는 경기에서 살아남으려는 확실한 움직임의 동기를 가지고 조심스럽고 가볍게 움직이는 마술충동(Spell Drive)을 느낄 수 있었다. 생존한 팀들을 위한 파티가 열리는 장면에서는 주위를 의식하지 않고 기쁘고 즐거운 감정표현에 집중하는 열정충동(Passion Drive)이 나타나며, 마이클과 설리반이 사람들에게 쫓기는 장면에서는 긴박한 캐릭터들의 내적인 감정을 한 곳에 집중시켜 점차적으로 빨라지는 동작과 무겁고 강한 움직임을 표현하는 동작충동(Action Drive)이 나타남을 알 수 있었다.

• 한국지리정보학회지
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• 제18권4호
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• pp.131-144
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• 2015

본 연구에서는 Unity 3D를 활용한 강우레이더 관측정보 시각화 시스템 프로토타입 구축에 관 해 서술하였다. 레이더 정보의 효율적 가시화를 통한 사용자 정보제공을 위해서는 지형정보와의 융합이 필수적이다. 하지만 방대한 양의 레이더 관측정보와 대용량 지형정보를 매쉬업하여 서비스 하는 것은 데이터 처리에 있어 과부하가 발생하여 서비스 수준이 낮아지는 경향이 있다. 특히 위 성영상, DEM 등을 활용한 3차원 지형정보는 그 자체만으로도 대용량 정보로 분류되고 있어서 신 속한 서비스 구현을 위해 비교적 용량이 가벼운 2차원 정보를 활용하는 것이 일반적이다. 본 연구 는 이러한 부분을 개선하고자 최근 모바일 게임분야에서 활발히 활용중인 Unity 3D 엔진을 사용 하였다. 또한, 대용량 위성이미지 분할기법, 이미지 텍스쳐 Layer 매쉬업 기법 등을 고안하여 3차 원 지형기반으로 서비스 할 수 있는 시각화 시스템 프로토타입을 구축하였다. 본 프로토타입 구축 을 통해 향후 전 국토에 분포된 기상관측 레이더 네트워크망 데이터를 입체적 지형 기반의 직관적 정보로 제공함으로써 강우와 관련된 방재업무 분야에 효율적 활용이 가능할 것으로 기대한다.