• Title/Summary/Keyword: 모델 이해

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Assessing water use vulnerability under future climate and socioeconomic scenarios in a Han river basin (미래사회경제 및 기후 변화에 따른 한강유역의 물이용 취약성 평가)

  • Cho, Kyeungwoo;Kim, Heey Jin;Park, Hyesun;Mehboob, Muhammad Shafqat;Kim, Yeonjoo
    • Proceedings of the Korea Water Resources Association Conference
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    • 2018.05a
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    • pp.172-172
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    • 2018
  • 물이용의 기후변화 취약성은 기후변화 뿐 아니라 이의 직, 간접적 영향으로 인한 물수요량 변화 등의 다양한 요소에 의한 영향을 받기 때문에 그 정도를 파악하기가 어렵다. 또한 기존의 대부분의 물이용 취약성 평가 연구는 단순 기후요소의 변화만 고려한 경우가 대부분이고 사회경제적 요소의 변화를 반영하지 않았다는 한계가 있다. 따라서 본 연구에서는 강 유역에서 미래 기후 변화와 사회경제적 변화에 따른 물이용 취약성 평가방법을 개발하고, 한강에 적용함으로서 다양한 사회경제시나리오에 따른 강유역의 물이용 취약성이 어떠한 영향을 받는지에 대한 이해에 주안점을 맞췄다. 개발한 평가방법은 지표기반 접근법으로, 다기준 의사결정기법인 Technique for Order of Preference by Similarity to Ideal Solution(TOPSIS)를 사용하였다. 이 방법은 IPCC의 취약성분석 방법에 사용되고 있으며, 취약성에 대한 정의에 따라 결과 값이 적응능력, 노출, 민감도로 구성되어있다. 사용된 지표 자료는 통계청 등 다양한 국가 통계자료를 기반으로 한 자료뿐 아니라, 일부분은 수문모형인 SWAT(Soil and Water Assessment Tool)모델로부터 모의된 결과를 포함한다. 기후시나리오로 Representative Concentration Pathways(RCPs), 사회경제시나리오로는 Shared Socioeconomic Pathways(SSPs)를 사용하였다. 본 연구의 물이용 취약성 평가결과는 사회경제적 요소의 변화를 기존의 평가방법에 추가 반영하여 미래 전망을 제시하는 향후 수자원 정책 방향에 기초자료로 활용될 수 있을 것이다.

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Relationship between Grit and Achievement Behavior in Physical Education Classes Based on the Expected-Value Model (기대-가치 모델에 근거한 체육수업에서 그릿(Grit)과 성취행동의 관계 이해)

  • Song, Ki-Hyun
    • Journal of the Korea Convergence Society
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    • v.10 no.11
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    • pp.429-435
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    • 2019
  • The purpose of this study was to test the mediation effects of grit on the relationship between expectancy-value and achievement behavior in physical education class. Data for the study were collected from a survey of 353 middle school students. For data processing, this study confirmed the goodness of fit test of the whole model using SPSS 20.0 and AMOS 20.0, and then did hypothesis testing; the study results are as follows: First, students' expectation-value perception had a positive effect on grit, and only success expectation had a significant effect on achievement behavior. Second, students' grit had significant impacts on their achievement behavior. Third, grit had mediating effects on relations between expectancy-value and achievement behavior.

Experimental Study of the Thrust Vectoring Characteristics in a Two-Dimensional Convergent-Divergent Nozzle (2차원 축소확대노즐의 추력편향특성 실험연구)

  • Yu, Du Whan;Choi, Seong Man;Oh, Seong Hwan
    • Journal of the Korean Society of Propulsion Engineers
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    • v.17 no.2
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    • pp.84-93
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    • 2013
  • Stealthy, high maneuverability and super cruise abilities are required for the next generation fighter and unmanned aircraft. Thrust vector control technique currently come into use to meet these requirements. In this experimental study, axial and pitch thrust were measured and Schlieren visualization were carried out using the scaled two dimensional thrust vector nozzles under various pitch deflection angle, pitch flap length and height. From the study, we could get the supersonic flow characteristics and draw an optimum geometric configuration of the two dimensional thrust vector nozzle.

A Study on effective risk analysis and evaluation method of cloud computing system environment (클라우드컴퓨팅 시스템 환경의 효과적 위험분석평가 방법에 관한 연구)

  • Lee, Junglimg;Chang, Hangbae
    • Journal of Platform Technology
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    • v.9 no.2
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    • pp.10-25
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    • 2021
  • Although many studies have been conducted on risk analysis and evaluation in the on-premises environment in information security, studies on effective methodologies of risk analysis and evaluation for cloud computing systems are lacking. In 2015, the Cloud Computing Development Act was enacted, which served as an opportunity to promote the introduction of cloud computing. However, due to the increase in security incidents in the cloud computing system, activation is insufficient. In addition, the cloud computing system is not being actively introduced because of the difficulty in understanding the cloud computing system technology of the person in charge who intends to introduce the cloud computing system. In this regard, this study presented an effective risk analysis and evaluation method by examining the characteristics, concepts, and models of cloud computing systems and analyzing how these characteristics affect risk analysis and evaluation.

The Global Empathetic Society in Cyber Space (사이버공간과 글로벌 공감사회)

  • Suh, Moon-Gi
    • Journal of the Economic Geographical Society of Korea
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    • v.22 no.2
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    • pp.111-122
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    • 2019
  • This study attempts to analyze the critical issues of globalization and present an alternative framework that places ICT in the function of development in comparative perspective. To adjudicate the controversies concerning the effect of developmental factors, it examines the determinants of global trend that leads to the comprehensive mechanism of ICT and cultural residues. The advent of the global community in cyber space requires a new balancing point by the mode of communication and culture among all societies and operation with decentralized authority. This interdependence, by providing diverse network structures and participating in cyberspace, includes the power shift from the dynamics of international relations with voluntary collaboration and brings some important implications for a global empathetic society.

Improved Multi-modal Network Using Dilated Convolution Pyramid Pooling (팽창된 합성곱 계층 연산 풀링을 이용한 멀티 모달 네트워크 성능 향상 방법)

  • Park, Jun-Young;Ho, Yo-Sung
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2018.11a
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    • pp.84-86
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    • 2018
  • 요즘 자율주행과 같은 최신 기술의 발전과 더불어 촬영된 영상 장면에 대한 깊이있는 이해가 필요하게 되었다. 특히, 기계학습 기술이 발전하면서 카메라로 찍은 영상에 대한 의미론적 분할 기술에 대한 연구도 활발히 진행되고 있다. FuseNet은 인코더-디코더 구조를 이용하여 장면 내에 있는 객체에 대한 의미론적 분할 기술을 적용할 수 있는 신경망 모델이다. FuseNet은 오직 RGB 입력을 받는 기존의 FCN보다 깊이정보까지 활용하여 RGB 정보를 기반으로 추출한 특징지도와의 요소합 연산을 통해 멀티 모달 구조를 구현했다. 의미론적 분할 연구에서는 객체의 전역 컨텍스트가 고려되는 것이 중요한데, 이를 위해 여러 계층을 깊게 쌓으면 연산량이 많아지는 단점이 있다. 이를 극복하기 위해서 기존의 합성곱 방식을 벗어나 새롭게 제안된 팽창 합성곱 연산(Dilated Convolution)을 이용하면 객체의 수용 영역이 효과적으로 넓어지고 연산량이 적어질 수 있다. 본 논문에서는 컨볼루션 연산의 새로운 방법론적 접근 중 하나인 팽창된 합성곱 연산을 이용해 의미론적 분할 연구에서 새로운 멀티 모달 네트워크의 성능 향상 방법을 적용하여 계층을 더 깊게 쌓지 않더라도 파라미터의 증가 없이 해상도를 유지하면서 네트워크의 전체 성능을 향상할 수 있는 최적화된 방법을 제안한다.

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Pre-Service Elementary Teachers' Understanding of Planetary Revolution Movement and Their Explanatory Models (행성의 공전 운동에 대한 초등 예비교사의 이해와 설명 모델)

  • Maeng, Seungho
    • Journal of Korean Elementary Science Education
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    • v.40 no.1
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    • pp.1-12
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    • 2021
  • This study investigated pre-service elementary teachers' understanding of the planetary revolution movement of Mars and their explanatory models to show how the Sun-Earth-Mars system worked. An assessment item set using five celestial maps drawn from the Stellarium was designed to probe pre-service teachers' understanding of the prograde-retrograde motion of Mars. Among 23 participants, only four showed scientifically accurate understanding of Mars movement and drawing correct explanatory models for the planetary movement. Even the pre-service teachers who construed correctly prograde and retrograde motions of Mars showed a clockwise movement model due to their intuitive perceptions of Mars movement data from the celestial maps. Pre-service teachers with poor understanding of planetary movement also showed weak explanatory models due to their limited observation or lower spatial thinking. Although the planetary motion is not an easy topic for pre-service elementary teachers, it can be argued if the alternative approach, such as using appropriate observational data of a planet and changing the frames of reference between Earth-based view and Space-based view, is employed effectively in teaching planetary motion, pre-service teachers can reach the upper level of leaning planetary motion in terms of the planet's revolution.

Rukun and Adat in Javanese Villages: A New Territorial Model for Understanding Javanese Culture (자바 마을의 루꾼과 아닷: 자바 문화 이해를 위한 영토성 모델 제안)

  • CHO, Youn-Mee
    • The Southeast Asian review
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    • v.23 no.1
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    • pp.195-234
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    • 2013
  • Javanese culture has been perceived as peace-oriented and conflict-avoiding in both academic studies and local people's discourses, and this perception has been crystallized in the "rukun model" for understanding Javanese culture. But in reality, although the rukun values have been internalized in Javanese mindset, violence has never ceased in Javanese society and even seems more widespread in the Indonesian reform era. Based on this understanding, this paper reveals the limitations of peace-oriented rukun model which cannot explain conflict and violence, and instead suggests an alternative "territorial model" which can involve both peace and conflict. For that purpose, the author examines aspects of territoriality embedded in three components of Javanese villages: people, territory, and adat, and argues that territoriality works as the principle of organizing and managing Javanese society, as shown in their social stratum and various cultural practices as well as the way morality and justice are defined. By theorization of territorial model, we can understand rukun values and adat from a new perspective and thus achieve a more complete understanding of Javanese culture.

A Study on Brand Image Analysis of Gaming Business Corporation using KoBERT and Twitter Data

  • Kim, Hyunji
    • Journal of Korea Game Society
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    • v.21 no.6
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    • pp.75-86
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    • 2021
  • Brand image refers to how customers, stakeholders and the market see and recognize the brand. A positive brand image leads to continuous purchases, but a negative brand image is directly linked to consumers' buying behavior, such as stopping purchases, so from the corporate perspective, it needs to be quickly and accurately identified. Currently, methods of investigating brand images include surveys and SNS surveys, which have limited number of samples and are time-consuming and costly. Therefore, in this study, we are going to conduct an emotional analysis of text data on social media by utilizing the machine learning based KoBERT model, and then suggest how to use it for game corporate brand image analysis and verify its performance. The result has proved some degree of usability showing the same ranking within five brands when compared with the BRI Korea's brand reputation ranking.

Numerical Study of Shock Wave-Boundary Layer Interaction in a Curved Flow Path (굽어진 유로 내부의 충격파-경계층 상호작용 수치연구)

  • Kim, Jae-Eun;Jeong, Seung-Min;Choi, Jeong-Yeol;Hwang, Yoojun
    • Journal of the Korean Society of Propulsion Engineers
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    • v.25 no.6
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    • pp.36-44
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    • 2021
  • Numerical analysis was performed on the shock wave-boundary layer interaction generated in the internal flow path of the curved interstage of the scramjet engine flight test vehicle. For numerical analysis, the turbulence model k-ω SST was used in the compressibility Raynolds Averaged Navier Stokes(RANS) equation. Representatively, the separation bubbles on the upper wall of the nozzle, the interaction between the concave shock wave and the boundary layer, and the shock wave-shock wave interaction at the edge were captured. The analysis result visualizes the shock wave-boundary layer interaction of the curved internal flow path to enhance understanding and suggest design considerations.