• Title/Summary/Keyword: 인과성분석

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The Effect of Multicultural Youth's Biticultural Acceptance on the Change of Achievement Motivation : Focusing Latent Growth Modeling Analysis (다문화청소년의 이중문화 수용성이 성취동기 변화에 미치는 영향 : 잠재성장모형 분석을 중심으로)

  • Lee, Hyoung-Ha;Song, Hyun-Kyung
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2020.07a
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    • pp.181-182
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    • 2020
  • 본 연구는 다문화청소년 패널데이터 3차년(2013년)부터 7차년(2017년)까지 패널조사 데이터를 활용하여 다문화청소년의 이중문화수용성이 성취동기에 미치는 영향에 있어 시간의 흐름에 따른 변화를 분석하고자 한다. 이를 위해 잠재성장모형을 이용한 이중문화수용성과 성취동기 간의 상관관계 및 인과적 관계를 규명하는 방법을 적용하였다.

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An Empirical Investigation on the Dynamic Relationships among the Critical Factors Influencing on the High-tech Cluster Formation and Its Sustainable Growth (첨단산업클러스터 형성요인들간의 인과관계분석)

  • Kwoun, Sung-Taeck;Kim, Sang-Wook
    • Korean System Dynamics Review
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    • v.7 no.2
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    • pp.133-148
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    • 2006
  • This study suggests a Causal Loop Diagram(CLD) of causality mechanism which are integrating matters of localization, networking, embeddedness & institutional thickness and collective learning. These five factors(localization, networking, embeddedness & institutional thickness, collective learning, innovative synergy) have been studied and proofed Also this study suggest a model of industry cluster based on holistic and global system thinking rather than local and linear thinking.

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Non-causal Emotion based Brain Information Process model (비인과성 감정 기반 뇌 정보처리 모델)

  • 홍인택;연정흠;김용민;조현찬;전홍태
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 2003.05a
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    • pp.189-192
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    • 2003
  • 본 논문에서는 인간 두뇌 정보처리 시스템 모델링의 일환으로 강정적 요소 기반의 제어를 제시하였다. 일반적인 제어 시스템과는 달리 인간 두뇌 시스템의 경우 감정적인 요인이 제어에 상당한 영향을 미친다는 의학적 보고에 따라 일차적인 환경요소에 의한 감정요인을 적용하여 모델을 구현하였다. 주어진 모듈 로봇은 랜덤으로 주어지는 환경에 대해 정보수집 단계를 거쳐 주행에 필요한 일차적인 운동 패턴을 습득하고 이를 메모리에 저장하여 분석하며 적응하는 이차적인 운동 패턴을 시행하게 된다 감정요인을 기반으로 한 판단 알고리즘에 의해 모듈 로봇은 환경에 적응하면서 주행하는 패턴을 보여주게 된다.

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Application Research on Flat Graph in Mobile Phone Interface (매체 유저 인터페이스에서 플랫화 도형의 응용 연구 -모바일 사용자 인터페이스를 중심으로)

  • Li, qi-hang;Lee, dong-hun
    • Proceedings of the Korea Contents Association Conference
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    • 2016.05a
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    • pp.399-400
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    • 2016
  • 인터페이스 인터페이스 디자인 언어 플랫 스타일로 디자인 변경에서 실현되기 시작에서 최근 많은 회사들이 휴대폰을 시작했다. 문헌 검색 및 웹 검색 후,휴대폰 인터페이스 디자인에서 플랫화 도형과 스큐어모피즘화 도형의 비교.목적은 플랫 디다인과 스큐모프 디자인의 휴대폰 UI화면 응용의 특점과 원칙을 비교 분석하여 휴대폰 UI화면에서 의 플랫 도형의 우세와 열세를 발견함으로써 사용자의 편리성을 제고하는데 있다.

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An Empirical Study on Causality among Trading Volume of Busan, Kawangyang and Incheon port (부산항, 광양항, 인천항의 물동량간 인과관계 분석)

  • Choi, Bong-Ho;Kim, Sang-Choon
    • Journal of Korea Port Economic Association
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    • v.26 no.1
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    • pp.61-82
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    • 2010
  • The purpose of this study is to examine the causuality among export and import trading volume of port of Busan, Kwangyang, Incheon and to induce policy implications. In order to test whether time series data is stationary and the model is fitness or not, we put in operation unit root test, cointegration test. And We apply Granger causality and impulse response and variance decomposition based on VECM. The results indicate that the trading volume of port of Busan is not largely influenced by that of port of Kawangyang and Incheon, but the trading volume of port of Kawangyang and Incheon is largely influenced by other ports including port of Busan. The result suggest that government has to focus on policy that the port of Kawangyang and Incheon can raise its own competitiveness in the world market.

An Analysis of Relationship between Social Sentiments and Cryptocurrency Price: An Econometric Analysis with Big Data (소셜 감성과 암호화폐 가격 간의 관계 분석: 빅데이터를 활용한 계량경제적 분석)

  • Sangyi Ryu;Jiyeon Hyun;Sang-Yong Tom Lee
    • Information Systems Review
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    • v.21 no.1
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    • pp.91-111
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    • 2019
  • Around the end of 2017, the investment fever for cryptocurrencies-especially Bitcoin-has started all over the world. Especially, South Korea has been at the center of this phenomenon. Sinceit was difficult to find the profitable investment opportunities, people have started to see the cryptocurrency markets as an alternative investment objects. However, the cryptocurrency fever inSouth Korea is mostly based on psychological phenomenon due to expectation of short-term profits and social atmosphere rather than intrinsic value of the assets. Therefore, this study aimed to analyze influence of people's social sentiment on price movement of cryptocurrency. The data was collected for 181 days from Nov 1st, 2017 to Apr 30th, 2018, especially focusing on Bitcoin-related post in Twitter along with price of Bitcoin in Bithumb/UPbit. After the collected data was refined into neutral, positive and negative words through sentiment analysis, the refined neutral, positive, and negative words were put into regression model in order to find out the impacts of social sentiments on Bitcoin price. After examining the relationship by the regression analyses and Granger Causality tests, we found that the positive sentiments had a positive relationship with Bitcoin price, while the negative words had a negative relation with it. Also, the causality test results show that there exist two-way causalities between social sentiment and Bitcoin price movement. Therefore, we were able to conclude that the Bitcoin investors'behaviors are affected by the changes of social sentiments.

The hierarchical structures of cause-and-effect relationships on the profit factors in overseas construction projects (해외건설공사 수익성 영향인자의 계층구조 및 사레적용에 관한 연구)

  • Han, Seung-Heon;Sun, Seung-Min;Park, Sang-Hyuk;Jung, Do-Young
    • Korean Journal of Construction Engineering and Management
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    • v.7 no.5
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    • pp.64-76
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    • 2006
  • Korea's overseas construction industry has been rather depressed by the weakened profitability as well as the sharp decrease of the market shares due to the lack of international competitiveness and the declined international market. There exist a lot of various risks in performing the overseas construction, and especially EPC projects, which entail complicated process from different parts, also require a sophisticated procurement and management skill. Subsequently, to survive in the competitive international market, we need to establish strategies to select potentially profitable projects at the initial stage of bidding process and to mitigate the high degree of risk exposure through contract negotiation and its adjustment. This research discusses the trend of environment in international construction markets. Then, it identifies the key factors that affect the profitability significantly through the structured surveys from 59 actual overseas projects, and it analyzes the key factors by using statistical methods. This research provides the profitability evaluation bases, with which overseas construction participants can forecast and analyze the risk more systematically, by eliciting profit-influencing factors using the result of statistical analysis, literature review and structuring their cause-and-effect relationships. The profitability casual hierarchy structure describes the profitability factors' hierarchy in details and their interrelationships. It also enables us to find out critical factors directly related to profitability aggravation through a qualitative and quantitative analysis. Ultimately, with this hierarchy structure as the base, the research will suggest how to develop the quantitative profitability forecasting model.

Analysis of the relationship among water-efficiency in the non-agricultural sector, economic growth, electricity generation, and CO2 emission - evidence from Korea - (우리나라에서 비농업 부문의 물 효율성, 경제성장, 전력생산 및 CO2배출 간의 관계 분석)

  • Jung, Yonghun;Lee, Seong-Hoon
    • Journal of Korea Water Resources Association
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    • v.51 no.12
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    • pp.1229-1235
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    • 2018
  • We have examined dynamic relationships among water-efficiency, economic growth, electricity generation, and $CO_2$ emissions in Korea using various time-series analysis methods for 1990-2014. While previous studies have been limited to economic growth, $CO_2$ emissions, and electricity generation, this study contributed to explain the relationship between existing variables and water-efficiency. We find that the four variables reach a balanced state in the long run through short-term adjustment, $CO_2$ emissions and economic growth are responsible for water efficiency, and that $CO_2$ emissions, economic growth and water efficiency are the causes of electricity generation. The long-term impact coefficient estimates on water-efficiency show that the increase in electricity generation and the decrease in $CO_2$ emissions increase water-efficiency. Although economic growth has increased water-efficiency, moreover, we have identified an inverted U-shaped relationship between economic growth and water-efficiency, which suggests that economic growth above a certain level reduces the rate of increase in water-efficiency.

BSC와 DEA 기법을 이용한 조직 성과 비교에 대한 연구

  • 신기태;김범수;박진우
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2002.05a
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    • pp.809-816
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    • 2002
  • 전통적 재무제표가 기업의 재무적인 성과 측정에만 초점을 맞춘다는 한계를 극복하기 위한 방법으로서 BSC(Balanced Scorecard)가 제시되었다. BSC는 KPI(Key Performance Indicator)들의 상관관계가 명확하고 논리적이라는 장점 때문에 정부 및 기업의 다양한 분야에서 적용되어왔다. 이러한 BSC는 KPI를 통해 측정된 값의 비교에 대한 고려를 하고 있지 않으므로 다수 조직의 성과를 비교하기에 어려움이 있다. 조직의 효율성을 rPfidd적으로 나타내는 여러 기법 중, 경영과학 기법을 이용한 DEA의 경우 다수의 측정 지표를 단일의 통합된 성과 측정 지표 (Aggregate Performance Measure)_로 나타낼 수 있다는 장점이 있으나, DEA에 고려되는 입력 및 출력의 개수에 제한이 있으며 다수 조직의 분석에 사용해야 한다는 단점이 있다. 본 연구에서는, 재무적인 요소와 비재무적인 요소를 포괄하여 조직간의 효율성을 비교하기 위한 벙법으로서, DEA를 이용한 효율성 평가에 조직의 성과측정 기법인 BSC가 제공하는 KPI 간의 노릴적 인과관계(cause-and-effect relationship)와 측정 지표를 이용하는 방법으로 CDB(Combined DEA and BSC methodology)를 제안한다. 이를 위하여 BSC 정보 비교 가능한 형태로 바꾸는 방법을 제시하며, 기존 DEA가 지니는 입력 및 출력 변수 개수의 증가에 따른 효율성의 구분능력의 감소와 관련된 한계를 극복할 수 있는 방법을 제시한다.

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Suggestions of Instructional Strategy in the Affective Aspect through the Analysis of Causality between the Computer Learning Attitude Factors of the Non-Major Students in the Software Education Class of the Teacher Training College (컴퓨터 비전공 예비교사의 소프트웨어 교육 교양 강좌에서 컴퓨터학습태도 요인 간 인과분석을 통한 정의적 교수전략 제언)

  • Jeon, YongJu;Kim, TaeYoung
    • The Journal of Korean Association of Computer Education
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    • v.19 no.6
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    • pp.15-23
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    • 2016
  • Recently the era of software integration which is expressed in words of the fourth industrial revolution has begun. Thus the need of the software education for the non-major preservice teachers who are cultivating future talent has been increasing and it is necessary to foster a positive attitude toward software education of non-major preservice teachers. The purpose of this study is to verify the causality between the computer learning attitude factors of non-major preservice teachers in the software education class. To analyze the causality, we performed correlational analysis and regression analysis between the exterior factors of attention, self-learning, application of learning and the other interior factors of computer learning attitude. As a result, the significant factor of attention was interests, and the significant factor of self-learning was superiority, and the significant factors of the application of learning were the sense of purpose and the motive of accomplishment.