• Title/Summary/Keyword: visualization ability

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Identify the Failure Mode of Weapon System (or equipment) using Machine Learning (Machine Learning을 이용한 무기 체계(or 구성품) 고장 유형 식별)

  • Park, Yun-Kyung;Lee, Hye-Won;Kim, Sang-Moon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.8
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    • pp.64-70
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    • 2018
  • The development of weapon systems (or components) is hindered by the number of tests due to the limited development period and cost, which reduces the scale of accumulated data related to failures. Nevertheless, because a large amount of failure data and maintenance details during the operational period are managed by computerized data, the cause of failure of weapon systems (or components) can be analyzed using the data. On the other hand, analyzing the failure and maintenance details of various weapon systems is difficult because of the variation among groups and companies, and details of the cause of failure are described as unstructured text data. Fortunately, the recent developments of big data processing technology, machine learning algorithm, and improved HW computation ability have supported major research into various methods for processing the above unstructured data. In this paper, unstructured data related to the failure / maintenance of defense weapon systems (or components) is presented by applying doc2vec, a machine learning technique, to analyze the failure cases.

A Study on the Relationship between the Uptake of $^{67}Ga-citrate$ and the Incorporation Rate of $^3H-thymidine$ and Metabolism of Protein in the Rat Livers Treated with $CCl_4$ (사염화탄소투여(四鹽化炭素投與)후 백서간세포(白鼠肝細胞)에서 $^{67}Ga$섭취율(攝取率)과 $^3H-thymidine$ 결합율(結合率) 및 단백대사(蛋白代射)와의 관계(關係)에 관(關)한 연구(硏究))

  • Hong, Seong-Woon
    • The Korean Journal of Nuclear Medicine
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    • v.19 no.1
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    • pp.83-93
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    • 1985
  • The ability of $^{67}Ga$, administered carrier free as the citrate complex, to localize in human and animal tumors to an extent sufficient to permit visualization of the lesion by scanning is well established. However, neither the mechanism of $^{67}Ga$ uptake by tumors or inflammatory cells nor its relationship to cell type or to the biochemical status of the cell is yet understood. Author investigated the uptake of $^{67}Ga-citrate$ using subcellular tissue fractionation of rat livers treated with $CCl_4$ associated with the $^3H-thymidine$ incorporation rate to detect subcellular localization of $^{67}Ga$ and it's relationship in DNA synthesis. Large amounts of $^{67}Ga$ associated with the soluble portion of tissue homogenate rather than with isolated cell organelles and not related nuclei residue in the regenerating period after hepatocellular injury caused by $CCl_4$. The elevated uptake of $^{67}Ga$ in the livers of $CCl_4$ treated rats was also inhibited when protein synthesis was stopped by cyclohexamide. Thus protein and the soluble portion of issue homogenates seems to play an important role in the elevated uptake of $^{67}Ga$ in liver injury induced by $CCl_4$ treated rats.

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Development of VR Monitoring System for Gas Plant (가상현실을 이용한 가스플랜트의 VR Monitoring System 개발)

  • Seo, Myeong-Won;Jo, Gi-Yong
    • Transactions of the Korean Society of Mechanical Engineers A
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    • v.25 no.5
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    • pp.788-796
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    • 2001
  • VR(Virtual reality) technologies have given engineers the ability to design, test, and evaluate engineering systems in a virtual environment. The virtual plant is the highlight of the application of the VR technology to plant engineering. Plant design, maintenance, control, management, operation are integrated in the virtual plant. The VR monitoring system including the concept of the virtual plant is developed to replace a current control room that has number of gages and warning lamps in two-dimensional panels which shows the operating status of a plant. The operating status of the plant is displayed in the VR monitoring system through the realistic computer graphics. Sophisticated, realistic and prompt control becomes possible. The VR monitoring system consists of advanced visualization, walk-through simulation and navigation. In the virtual environment, a user can navigate and interact with each component of a plant. In addition, the user can access the information by just clicking interesting component. The VR monitoring system is operated with various modules, such as (1) virtual plant constructed with Graphic Management System (GMS), (2) Touch & Tell System, and (3) Equipment DB System of Part. In order to confirm the usefulness of the VR monitoring system, a pilot gas plant which is currently being used for plant operator training is taken as application. The end of the paper gives an outlook on the future work and a brief conclusion.

Effect of Inquiring Activities through Manipulative Materials-Experiment on Geometrical Properties Understanding and Communicative Competence (구체적 조작.실험을 통한 탐구활동이 평면도형의 성질 이해 및 수학적 의사소통능력에 미치는 영향)

  • Lim, Geun-Gwang
    • Journal of Elementary Mathematics Education in Korea
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    • v.14 no.3
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    • pp.701-722
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    • 2010
  • Students have to investigate, experiment and inquire using the manipulative materials and real-world thing for studying Geometry. Manipulative materials activities encourage to understand mathematical concept and connection of symbol. Experiment activities using the computer focused the student's intuitive and inquisitive activities because of visualization of an abstract mathematics concept. This study developed a workbook through the use of manipulative materials and computer for operating and experimenting, and suggested a method for inquiry of geometrical properties and proved an effect. Manipulative materials-experiment activities was proven effective to middle level and lower level students in understanding the geometrical properties, and was proven effective to high level and lower level students when it comes to mathematical communication ability. When students operate, at first, they have to know about the feature and information of the materials, and the teacher has to make an elaborate plan and encourages the students to discuss about this.

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Photo Clustering using Maximal Clique Finding Algorithm and Its Visualized Interface (최대 클리크 찾기 알고리즘을 이용한 사진 클러스터링 방법과 사진 시각화 인터페이스)

  • Ryu, Dong-Sung;Cho, Hwan-Gue
    • Journal of the Korea Computer Graphics Society
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    • v.16 no.4
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    • pp.35-40
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    • 2010
  • Due to the distribution of digital camera, many work for photo management has been studied. However, most work use a sequential grid layout which arranges photos considering one criterion of digital photo. This interface makes users have lots of scrolling and concentrate ability when they manage their photos. In this paper, we propose a clustering method based on a temporal sequence considering their color similarity in detail. First we cluster photos using Cooper's event clustering method. Second, we makes more detailed clusters from each clustered photo set, which are clustered temporal clustering before, using maximal clique finding algorithm of interval graph. Finally, we arrange each detailed dusters on a user screen with their overlap keeping their temporal sequence. In order to evaluate our proposed system, we conducted on user studies based on a simple questionnaire.

Modificaion and Performance Test for improving ability of Supersonic/Hypersonic Wind Tunnel(MAF) (초음속/극초음속 풍동(MAF)의 성능 향상을 위한 개조 및 검증)

  • Choi, Won-Hyeok;Seo, Dong-Su;Lee, Jae-Woo;Byun, Yung-Hwan
    • Proceedings of the Korean Society of Propulsion Engineers Conference
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    • 2010.11a
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    • pp.717-722
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    • 2010
  • Supersonic/Hypersonic wind tunnel is a facility which is intended to test and to observe the physical phenomena around a model by creating supersonic flow in the test section. In designing an airplane, the wind tunnel test is demanded to analyzing aerodynamic characteristics of the model without making a prototype. In this research, the model aerodynamic facility(MAF) is modified for the purpose of increasing running time and its functionality. New pneumatic valves for remote control was installed for safety requirement, and new air tanks was installed on MAF as well. A pipe system is also modified to use those new valves and tanks, and the ceiling and side glasses of the test section are switched to ones with the larger surface area. After the MAF modification, a test is performed at Mach 2, 3 and 4. In this test, shadow graph technique, one of the flow visualization methods, is used to visualize supersonic flow field. The pressure in the settling chamber and working section at Mach 2, 3 and 4 was measured in each case. As a result, the possible model size and running time are obtained.

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A Development of a Framework for Building Knowledge based Augmented Reality System (지식기반 증강현실 시스템 구축을 위한 프레임워크 개발)

  • Woo, Chong-Woo;Lee, Doo-Hee
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.7
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    • pp.49-58
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    • 2011
  • Augmented Reality(AR) assists human's cognitive ability through the information visualization by substantiating information about virtual situation. This technology is studied in a variety of ways including education, design, industry, and so on, by various supply of information devices equipped with cameras and display monitors. Since the most of the AR system depends on limited interaction that responds to the order from user, it can not reflect diverse real world situation. In this study, we suggest a knowledge based augmented reality system, which is composed of context awareness agent that provides recognized context information, along with knowledge based component that provides intelligent capability by utilizing domain knowledges. With this capability, the augmented object can generate dynamic model intelligently by reflecting context information, and can make the interaction possible among the multiple objects. We developed rule based context awareness system along with 3D model generation, and tested interaction among the augmented objects. And we suggest a framework that can provide a convenient way of developing augmented reality system for user.

Perception and Practice of Elementary Teachers about Using Visual-Thinking in Science Classes - Focus on the Teacher's Online Community Materials - (과학 수업에서 비주얼씽킹 도입에 대한 초등교사의 인식과 실행 - 교사 온라인 커뮤니티 자료를 중심으로 -)

  • Park, Jiwon;Na, Jiyeon
    • Journal of Korean Elementary Science Education
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    • v.39 no.1
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    • pp.54-68
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    • 2020
  • The purpose of this study is to investigate how elementary teachers perceive and practice using Visual Thinking (VT) in science classes. For this, we collected 161 VT teaching materials for science that uploaded on the elementary teacher's online communities, and analyzed the characteristics. Also we interviewed four elementary teachers who have used VT in science class. The results are as follows. First, VT teaching materials shared in teacher's online communities were most often used to review the science concepts that students learned. Most of the materials required 'remember' among the Cognitive Process, and most of them provided layouts for VT activities. Second, the participants were using VT materials to review the science concepts they learned, so that students remember them. Third, the participants were satisfied because of the beliefs of effects as follows: facilitating learning and reviewing what students had learned; increasing students' positive reactions and confidence; learning through the interation among learners; the formation of habits thinking visually; indirect experiences of science class; possibility of class corresponding to learner characteristics. Fourth, the participants had difficulties in preparing for the VT science class, such as the burden of making VT materials, the long preparation time, concerns over overlapping contents, consideration of learners' VT skills, and the themselves' drawing ability. Furthermore, they also had difficulties in proceeding for the class, like different preference among learners about Visualization and loss of objectives in science class using VT. Fifth, the participants needed support as follows: platform to share students' VT results; VT case books and teachers' guidebooks; physical environment.

Method of Display and Processing of Binocular Stereoscopic Image for 3D Endoscopy (3차원 내시경술을 위한 양안 입체 영상처리 및 디스플레이 방법)

  • 송철규
    • Journal of Biomedical Engineering Research
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    • v.19 no.5
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    • pp.531-538
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    • 1998
  • This paper represents the design of 3D endoscopic image processing system in order to Improve visualization and enhance the ability of the surgeon to perform delicate endoscopic surgery. The proposed 3D systems have four features of stereo endoscopic image processing The multiplexer give field seauential stereo for recording and for aligning cameras and viewing stereo with 3D monitor. Demultiplexing of the field sequential image which separates out the R and L images for dual TFT-LCD 3D monitor viewed with passive polarized glasses. separable processing of the left and right eye images, and design of TFT-LCD 3D monitor. The viewing angle, zone, and image quality of the Polarization-type Stereoscopic Display (SM500TFT-3D) system which we have developed using 15 Samsung TFT-1.CD with a screen resolution of 1024×768 pixels were measured and compared with those of Electric Shutter-type Stereoscopic Display system. The result of experiments shows that the Polarization-type Stereoscopic Display System using TFT-LCD has a wade viewing angle and zone which Is necessary fort multi-view and it has better image quality and stability of the optical performances than the Electric Shutter-type does.

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A Model and Practical Example of the Thinking Extension Education Program for the Elementary Information-Gifted Students Using the Trees (트리를 이용한 초등정보영재의 사고력 신장을 위한 교육 프로그램 모형과 실제)

  • Jung, Deok-Gil;Kim, Byung-Joe;Ahn, Hyun-Jung;Lho, Young-Uhg
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.11 no.7
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    • pp.1400-1406
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    • 2007
  • The core part of education program of the gifted students in information is the thinking ability extension of the programming. We propose four phases of the education model : (1) problem understanding (2) visualization (3) symbolization (4) algorithmization. This model of four phases is applied to learn the abstract concept of recursion using the data structure of Tree. This model is verified by presenting the example of 'Hanoi Tower' to stimulate intellectual curiosity of the students and help to expand their thinking strength. Also, we show the characteristics of which the teaching subjects and learning activities have, by presenting and clarifying the type of education program, properties of the learning contents, and lower level components. The students can deepen and foster the growth of the learning contents by the students' activities of self-evaluation, and their thinking abilities are increased by the guidances of their teachers.