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A Neural Network-based Artificial Intelligence Algorithm with Movement for the Game NPC (게임 NPC를 위한 신경망 기반의 이동 안공지능 알고리즘)

  • Joe, In-Whee;Choi, Moon-Won
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.12A
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    • pp.1181-1187
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    • 2010
  • This paper proposes a mobile AI (Artificial Intelligence) conducting decision-making in the game through education for intelligent character on the basis of Neural Network. Neural Network is learned through the input/output value of the algorithm which defines the game rule and the problem solving method. The learned character is able to perceive the circumstances and make proper action. In this paper, the mobile AI using Neural Network has been step-by-step designed, and a simple game has been materialized for its functional experiment. In this game, the goal, the character, and obstacles exist on regular 2D space, and the character, evading obstacles, has to move where the goal is. The mobile AI can achieve its goals in changing environment by learning the solution to several problems through the algorithm defined in each experiment. The defined algorithm and Neural Network are designed to make the input/output system the same. As the experimental results, the suggested mobile AI showed that it could perceive the circumstances to conduct action and to complete its mission. If mobile AI learns the defined algorithm even in the game of complex structure, its Neural Network will be able to show proper results even in the changing environment.

Development and Application of Anti-Corrosive Steel Using Electro-Deposition of Sea Water (1) -Development of Electro-Deposition System Using Sea Water (해수전착 코팅을 이용한 내부식성 철근의 개발 및 적용성에 대한 연구 (1) -해수전착 코팅 시스템 개발)

  • Kwon, Seung Jun;Lee, Myeong Hoon;Park, Sang Soon
    • Journal of the Korea institute for structural maintenance and inspection
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    • v.16 no.5
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    • pp.78-87
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    • 2012
  • This study is for developing a system for electro-deposition utilizing sea water containing various ions like calcium and magnesium. This is the first step research for the final goal which is a development of anti-corrosive steel for RC structure, so that this paper is mainly focused on the development for electro-deposition system. Optimum conditions for steel coating is obtained through various tests considering anode type, temperature, duration time, and current density. The composition of electro-deposition is analyzed through SEM, EDS, and XRD and it is evaluated to be $CaCO_3$ and $Mg(OH)_2$. Through measuring polarization potential and current density in the coated steel, the coating layer from the developed system is evaluated to have high resistance to steel corrosion. Additional tests and discussions on durability and structural performance in the coated steel from this work will be performed for the second step research.

Optimal Power Allocation for Spatial Division Multiplexing Scheme at Relays in Multiuser Distributed Beamforming Networks (다중 사용자 분산 빔포밍 네트워크의 중계기에서의 공간 분할 다중화 기법을 위한 최적 전력 할당 방법)

  • Ahn, Dong-Gun;Seo, Bang-Won;Jeong, Cheol;Kim, Hyung-Myung
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.4A
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    • pp.360-370
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    • 2010
  • In this paper, a distributed beamforming problem is considered in an amplify-and-forward (AF) wireless relay network consist of multiple source-destination pairs and relaying nodes. To exploit degree of freedom of the number of beamformers, in the first step, we proposed that the sources transmit their signals through orthogonal channels. During the second step, the relays transmit their received signals multiplied by complex weights to amplify and compensate for phase changes introduced by the backward channels through one common channel. The optimal beamforming vectors are obtained through minimization of the total relay transmit power while the signal-to-interference-plus-noise ratios (SINRs) at the destinations are above certain thresholds to meet a quality of services (QoSs) level. In the numerical example, it is shown that the proposed scheme needs less transmit power for moderate network data rates than other schemes, such as space division multiplexing or time-division multiplexing scheme.

Design and Implementation of Web-based Presentation Learning Support System to Improve Interactions between Peers (동료학습자간 상호작용 증진을 위한 웹 기반 발표학습지원 시스템 설계 및 구현)

  • Lee, Jae-Woon;Park, Jung-Ho;Kim, Seong-Sik
    • The Journal of Korean Association of Computer Education
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    • v.10 no.6
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    • pp.51-59
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    • 2007
  • According to developments in info-communication, the recent educational paradigm asks not for a passive transmitter but an active constructor who can solve a variety of complicated problems in real situations. Such a change asks for an educational setting which includes sharing ideas and information rather than simply possessing them. Learning through presentation has many problems including few presentation opportunities as well as the reuse of presentation data. This study suggests such strategies as promoting interactions through presentations and the practical use of these strategies in class. For this, the role of the presentation data provider and learner, and strategies to implement the step by step learning support system have been suggested. Using presentations, as described in this study, allow for communication with students outside the original class time and location. The degree of learning students experience through presentations is expected to be high.

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The Built of Smart Factory Using Sensors and Virtual Process Design (센서와 가상 공정설계를 활용한 스마트 팩토리 구축)

  • So, Byeong-Eob;Shin, Sung-Sik
    • The Journal of the Korea institute of electronic communication sciences
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    • v.12 no.6
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    • pp.1071-1080
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    • 2017
  • Recently, the terms of the 4th Industrial Revolution and the Smart Factory are often heard through news and media. But most of the companies that are parties are not interested. Because there is no specific guidance on how to build Smart Factory and information about Smart Factory. The built of the Smart Factory should be carried out in accordance with the size of the company considering the purpose of the introduction. In the existing study, they analyzed successful cases of building Smart Factory in Korea As a result, in the case of large-size firms, it is an effective strategy that expanding from a model factory to whole factory for successful Smart Factory building. In addition, in the case of medium and small-size firms, it is an effective strategy that upgrading from low-level step to high-level step for successful Smart Factory building. In this study, selecting medium and small-size firms, and bottleneck section and processes requiring improvement are identified through 3D virtual process design, and then install sensors. Finally, after analyzing the data collected through the sensor, we will improve the process and build Smart Factory with improved productivity.

A basic study on the Qi-diagnosis(氣診) using method of diagnosis and treatment (임상 활용을 위한 기진(氣診)에 대한 기초적인 연구)

  • Cho, Dae Geun;Kim, Gyeong Cheol
    • The Journal of the Society of Korean Medicine Diagnostics
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    • v.22 no.1
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    • pp.45-56
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    • 2018
  • The authors are using Qi-diagnosis (integrated diagnosis by bio-energy) that is a method of diagnosis and treatment. We applied Qi-diagnosis to the main study to lay the foundation and framework for research and education about the Korean Medicine. The authors try to describe systemically and specifically the Qi-diagnosis that the authors are using in clinical diagnosis ane treatment so that anyone can use it. The authors have been able to grasp the flow of human bio-energy through years of training. It has had many effects by applying the Qi-diagnosis to patients. The steps of the bio-energy flow have become objective. And the authors have been applied to acupuncture, herbal medicine, moxibustion, bruising treatment and anthrax anesthesia in clinical through the Qi-diagnosis. Also, it is applied to the life management of patients. It is applied to arts such as music therapy and art therapy. The deeper the depth of the Qi-diagnosis, the greater the opportunity to utilize the Qi-diagnosis. The Qi-diagnosis is the origin of the korean medicine. It was able to make diagnosis and treatment correct and to establish clues that the medical problems would be solved through the Qi-diagnosis. In order to do so, the diagnostician must be able to feel the auricular flow of the body accurately and objectively. In addition, he must have a comprehensive understanding of the overall framework of medicine. As a result, diagnosis and treatment of the patient as well as general problems of the patient can be identified and advised, so comprehensive treatment is possible. And it is not only a specific person can do it, but it is a diagnostic method that anyone can take if they take the basic steps step by step.

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Evaluation of Optical Porosity of Thuja occidentalis by Image Analysis and Correlation with Aerodynamic Coefficients (이미지 분석을 통한 서양측백나무의 광학적 공극도 산정 및 공기역학계수와의 상관성 평가)

  • Jang, Dong-hwa;Yang, Ka-Young;Kim, Jong-bok;Kwon, Kyeong-seok;Ha, Taehwan
    • Journal of The Korean Society of Agricultural Engineers
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    • v.63 no.6
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    • pp.39-47
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    • 2021
  • Reduction effect of the spread of odorant and fine dust through windbreak trees can be predicted through numerical analysis. However, there is a disadvantage that a large space and destructive experiments must be carried out each time to calculate the aerodynamic coefficient of the tree. In order to overcome these shortcomings, In this study, we aimed to estimate the aerodynamic coefficient (C0, C1, C2) by using image processing. Thuja occidentalis, which can be used as windbreak were used as the material. The leaf area index was estimated from the leaf area ratio using image processing with leaf weight, and the optical porosity was calculated through image processing of photos taken from the side while removing the leaves step-by-step. Correlation analysis was conducted with the aerodynamic coefficient of Thuja occidentalis calculated from the wind tunnel test and leaf area index and optical porosity calculated from the image analysis. The aerodynamic coefficient showed positive and negative correlations with the leaf area index and optical porosity, respectively. The results showed that the possibility of estimating the aerodynamic coefficient using image processing.

Study on the manufacturing technique of Silla potteries through Songogdong and Mulchunri sites in Gyungju. (경주 손곡동·물천리 요적(窯蹟)을 통해 본 신라토기 소성(燒成)기술)

  • Lee, Sang-Jun
    • Korean Journal of Heritage: History & Science
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    • v.36
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    • pp.69-86
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    • 2003
  • This article introduce the manufacturing technique of Silla potteries based on the result excavated from Songogdong and Mulchunri site in Gyungju. As a result, we selected the kiln-site to produce Silla potteries and knew the feature which following to make them. 1. The Environmental elements to take a kiln-site were abundant fuel, plenty water and suitable soil. In particular, efficient usage of refracted winds and reserved space of forepart in the kiln-site were importantly applied to select place of kiln-site. 2. The structure of the kiln-body have been changing according to the time. It could be massproduced by produce-group from the middle and end of sixth centry which the fireplace-kiln was generalized. 3. The work center of equipments were related kiln-site. It consisted of mixed wheel, keepingpit and ditch. We knew that a look-out shed had been appeared according to utility purpose variously. 4. It sees as trimming trace of inner and outter aspects in excavated potteries and we knew that wheel had been turn to the contrast watch direction. For producing pottery of the good guality, various kiln-tools had been used already at Silla period and they used for the different purpose. 5. We intended to know method for laying the potteries in the kiln through the example of the adherent pottery to be melted. Finally, manufature and tomb-site are separated by the time through current situation of Songokdong and Mulchonri site. At the same time, we could know that group of Chounbuk kiln-site moved from the south to the north step by step.

A Study on the Influence of Cable VOD Key Service Attributes on the Intention to Use Paid VOD (케이블VOD 주요 서비스 속성이 유료VOD 이용 의향에 미치는 영향 연구)

  • Lee, Jae Ho;Lee, Sang Un
    • Journal of Broadcast Engineering
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    • v.24 no.3
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    • pp.506-514
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    • 2019
  • This study classified the different types of service attributes being provided through cable VOD services and looked at how the key service attribute types affect the willingness to use paid VOD for each group of paid and non-experienced users. Studies have shown that for a group of non-experienced people, 'content information-oriented attributes' have the greatest impact, and for a group of experienced people, 'convenience-oriented attributes' have the greatest impact. Thus, expanding users of paid VOD services requires setting up step-by-step strategies that match their respective collective characteristics. For a group of non-experienced people, it is necessary to take a direct persuasion strategy through the provision of relevant information and an indirect approach strategy through the expansion of promotion opportunities, and for an experienced group, a strategy to expand functional convenience.

A Study on the Analysis of the Importance of Natural Landscape by the Development Project (개발사업에 의한 자연경관 영향 저감방안 중요도 분석에 관한 연구)

  • Shin, Min-Ji;Shin, Ji-Hoon
    • Journal of Korean Society of Rural Planning
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    • v.25 no.2
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    • pp.99-117
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    • 2019
  • Environmental impact assessment (EIA), which predicts, evaluates, and manages the influences on natural landscape, plays a role of monitoring natural resources for systematic management of natural landscape. However, the function of verification and correction of the system is still insufficient and feed-back, one of the most important features of EIA follow-up, has not been introduced in Korea's EIA system yet. As a procedure, it is required to check if the opinions of the evaluators are properly reflected to the outcomes of the project through a reviewing process after assessing environmental impacts of a development project. In reality, despite the awareness about the importance of follow-up inspection of the conformity with, the system mainly focuses on the agreement during the planning stage of the development project and fails to continuously manage after its completion. There have been various preceding studies related to prediction, evaluation, and management of environmental impacts on natural landscape for better management. They primarily dealt with the problems in the EIA process and suggested improvement measures, including directions for institutional development, step-by-step goals, and operation methods, to address the problems which arise in the EIA follow-up process. However, suggested measures are not actively applied with the focus only put on institutional operation, there are virtually no standardized methods to predict and assess landscape changes due to the development project and to manage landscape after the project. Against this backdrop, this study aims to explore the existing methods to analyze the impacts natural landscape and to establish a system where landscape management is continued after the development project. To this end, we will suggest reducing methods according to the predicted changes in landscape for post-project management of natural landscape. Characteristics of reduction methods by project type were examined through reviewing the guide to natural landscape rating and the importance of development project impacts on natural landscape by type of reduction was evaluated through questionnaire for experts. Evaluated types of reduction are classified and presented by characteristics of each development project and content of reduction type.