• 제목/요약/키워드: crisis decision-making

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Distributed architecture and implementation for crisis management Decision Support Systems (DSSs) in E-Government

  • Qiongwei, Ye;Lijuan, Zhang;Guangxing, Song;Zhendong, Li
    • 한국산업정보학회:학술대회논문집
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    • 한국산업정보학회 2007년도 춘계학술대회
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    • pp.139-151
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    • 2007
  • Decision-making in the crisis management happens in dynamic, rapidly changing, and often unpredictable distributed environments. Crisis management Decision Support Systems (DSSs) in E-Government are challenged by the need to use it availably at anytime, from anywhere, and even under any-situation. In this paper the reasons of developing distributed architecture for crisis management Decision Support Systems (DSSs) in E-Government are analyzed. Consequently, a distributed architecture for crisis management Decision Support System (DSS) is proposed in this paper. Finally it is implemented by Web Services. If crisis management Decision Support System (DSS) based on distributed architecture is implemented by Web Service, then it can provide decision support for decision-makers to deal with crisis at anytime, from anywhere, and even under any-situation.

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The Use Plan of the Effective Computer Simulation Program for Strengthening the Disaster Field Response Strategy

  • Ham, Seung Hee;Park, Namkwun;Yoo, Myong O
    • 한국재난정보학회 논문집
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    • 제12권2호
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    • pp.176-180
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    • 2016
  • The full extent of damage depend greatly on the quick and rational decision making by the incident commander soon after the disaster. The decision that everybody should wait by the captain, not to enter into the ship by the first dispatched incident commander, broadcasting failure have brought about a huge loss of life at Sewol cruise ship incident. Thus this study reviews the training and education system supporting the rational crisis decision making performed by the incident commander to cut off the expansion of disaster which is caused by the failure of the incident situation awareness and the decision making described above.

지수가중이동평균법과 결합된 마코위츠 포트폴리오 선정 모형 기반 투자 프레임워크 개발 : 글로벌 금융위기 상황 하 한국 주식시장을 중심으로 (Developing an Investment Framework based on Markowitz's Portfolio Selection Model Integrated with EWMA : Case Study in Korea under Global Financial Crisis)

  • 박경찬;정종빈;김성문
    • 한국경영과학회지
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    • 제38권2호
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    • pp.75-93
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    • 2013
  • In applying Markowitz's portfolio selection model to the stock market, we developed a comprehensive investment decision-making framework including key inputs for portfolio theory (i.e., individual stocks' expected rate of return and covariance) and minimum required expected return. For estimating the key inputs of our decision-making framework, we utilized an exponentially weighted moving average (EWMA) which places more emphasis on recent data than the conventional simple moving average (SMA). We empirically analyzed the investment results of the decision-making framework with the same 15 stocks in Samsung Group Funds found in the Korean stock market between 2007 and 2011. This five-year investment horizon is marked by global financial crises including the U.S. subprime mortgage crisis, the collapse of Lehman Brothers, and the European sovereign-debt crisis. We measure portfolio performance in terms of rate of return, standard deviation of returns, and Sharpe ratio. Results are compared with the following benchmarks : 1) KOSPI, 2) Samsung Group Funds, 3) Talmudic portfolio based on the na$\ddot{i}$ve 1/N rule, and 4) Markowitz's model with SMA. We performed sensitivity analyses on all the input parameters that are necessary for designing an investment decision-making framework : smoothing constant for EWMA, minimum required expected return for the portfolio, and portfolio rebalancing period. In conclusion, appropriate use of the comprehensive investment decision-making framework based on the Markowitz's model integrated with EWMA proves to achieve outstanding performance compared to the benchmarks.

DYNAMICS OF PAKISTAN'S POST 9/11 CRISIS FOREIGN POLICY DECISION-MAKING PROCESS

  • Hussain, Mehmood
    • 한국과 국제사회
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    • 제2권2호
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    • pp.157-184
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    • 2018
  • 이 연구는 파키스탄에서 9/11 테러 이후 외교정책 결정 과정을 추적하기 위해 4단계 "위기에서의 국가 행동 모델"을 적용했다. 그것은 알카에다의 미국에 대한 불길한 공격과 테러에 맞서 싸우기 위한 부시 대통령의 후속 선언이 t1 단계의 세계와 지역의 정치 안보 차원을 변화시켰다고 주장한다. 이웃 국가인 파키스탄의 지원은 테러와의 전쟁에서 불가피했고, 미국은 이슬람 바드의 협력을 얻기 위해 강압적인 외교를 취했다. 결과적으로, 미국의 요구를 수용하지 않을 경우 파키스탄은 국가의 기본 가치/목표에 대한 위협을 인식하고 동시에 시간 압박은 t2 단계에서 의사결정자들의 심리적 스트레스를 증폭시켰다. 따라서 의사결정 포럼은 t3 단계에서 시작되었고 파키스탄은 외교 정책 위기를 완화시킨 t4 단계로 미국에 합류하기로 결정했다.

Government Legitimacy and International Image: Why Variations Occurred in China's Responses to COVID-19

  • Shaoyu Yuan
    • Journal of Contemporary Eastern Asia
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    • 제22권2호
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    • pp.18-38
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    • 2023
  • This paper examines the Chinese government's response to four epidemic crises, including COVID-19, and analyzes the similarities and differences in these responses. It argues that while the Chinese government learned from previous epidemics and improved its handling of subsequent outbreaks, a significant variation occurred during the COVID-19 pandemic, which had a detrimental impact globally. Existing scholarly research on China's epidemic responses has often been limited in scope, focusing on individual crises and neglecting the central-local government relationship in crisis decision-making. By adopting a comprehensive approach, this paper delves into the nuanced dynamics of China's responses to these epidemics. It highlights the variations in responses, attributing them to the Chinese government's fear of undermined legitimacy and its consideration of its international image. The government's recognition of the importance of public perception and trust, both domestically and globally, has shaped its crisis management strategies. Through a detailed analysis of these factors, this paper contributes to a deeper understanding of the variations observed in China's epidemic responses. It emphasizes the significance of the central-local government relationship and the government's international image in determining its actions during epidemics. Recognizing these factors can provide policymakers and researchers with insights to shape future epidemic response strategies and foster effective global health governance.

시장환경의 변화에 따른 가계포트폴리오 변화유형 및 각 유형별 가계특성 분석 : IMF 경제위기동안의 재무의사결정 유형 (An Analysis of Household Portfolio Changes and Household Characteristics : Financial decision making patterns during the economic crisis under IMF trusteeship)

  • 박주영;최현자
    • 가정과삶의질연구
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    • 제20권6호
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    • pp.151-162
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    • 2002
  • The instability in the current financial market caused consumers a lot of difficulties in their financial decision making. The purpose of this study is to classify the changes in household portfolios during the economic crisis under IMF-trusteeship (IMF Crisis hereafter), and to examine the characteristics of the households according to the types of household portfolio changes. The data were taken from 1996 and 1999 Korean Household Panel Studies, and 1,293 households were selected for the final analysis. Methods of analysis included frequencies, percentages, Chi-square tests, F-tests, and t-tests. Major findings are as follows: 1. In the midst of the financial market changes during the period of the IMF crisis, consumers tended to manage their household portfolio differently according to their household characteristics. 2. The changes of household portfolio can be classified into two different types: the changed type (44.4%) and the unchanged type(55.6%). There are significant differences in the level of wealth, family life cycle stage, housing tenure, and the household head's job, between the changed type and the unchanged type. The family members of the unchanged type are more likely to be older and relatively wealthy compared with the families in the changed type. 3. The changes of household portfolio can be further classified into six different types: the unchanged-liquidity type (21%), the unchanged-multiplication type (24.6%), the unchanged-insurance type (9.8%), the changed-to-liquidity type (13.9%), the changed-to-multiplication type (13.0%), and the changed-to-insurance type (17.5%). There are significant differences in income level, wealth level, family life cycle stage, housing tenure, and the job of household head among the six types of changes.

머신러닝을 활용한 선발 투수 교체시기에 관한 연구 (A Study on the Timing of Starting Pitcher Replacement Using Machine Learning)

  • 노성진;노미진;한무명초;엄선현;김양석
    • 스마트미디어저널
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    • 제11권2호
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    • pp.9-17
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    • 2022
  • 본 연구는 야구 경기에서 선발 투수를 위기 상황 이전에 교체하기 위한 의사결정을 지원하는 예측 모델 구현을 목적으로 한다. 이를 위해 베이스볼 서번트(Baseball Savant)에서 제공하는 메이저리그 스탯캐스트 데이터를 활용하여, 선발 투수를 위기 상황 이전에 선제적으로 교체하는 예측 모델을 구현한다. 이를 위해 첫째, 데이터 탐색을 통해 선발 투수가 경기에서 직면하는 위기 상황을 도출하였다. 둘째, 선발 투수가 이닝 종료 전에 교체된 경우, 이전 이닝에서 교체하는 것으로 레이블을 구성하여 학습을 진행하였다. 학습된 모델을 비교한 결과 앙상블 기법을 기반으로 한 모델이 F1-Score가 65%로 가장 높은 예측 성능을 보였다. 본 연구의 실무적 의의는 제안하는 모델을 통해 선발 투수를 위기 상황 이전에 교체하여 팀의 승리 확률을 높이는 데 기여할 수 있으며, 경기 중 감독은 데이터 기반의 전략적 의사결정 지원을 받을 수 있을 것이다.

위기관리 및 리스크의사결정에 관한 연구 (A Study on Crisis management and Risk Decisions)

  • 성경
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2009년도 춘계학술대회
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    • pp.817-821
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    • 2009
  • 위기는 언제, 어디서 발생 할지 알기 힘들 뿐만 아니라 여러 가지 요인의 상호작용으로 전개양상 또한 복잡하다. 따라서 모든 위기를 정확히 예측하고 이에 대비하기는 사실상 불가능하다. 본 연구에서는 조직이 위기로부터 안정적인 활동을 유지할 수 있도록 위기관리 체제 및 리스크 기반 의사결정 프로세스를 제시하고자 한다.

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응급실 중증도 분류 간호사의 의사결정과정에 나타난 사고전략: 소리내어 생각하기 (Thinking Strategies of Triage Nurses' Decision Making in the Emergency Department: Think Aloud Study)

  • 문선희;박연환
    • 중환자간호학회지
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    • 제9권1호
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    • pp.15-26
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    • 2016
  • Purpose: The aim of this study was to identify thinking strategies in the complicated decision-making process based on real patient-based data of triage nurses in the emergency department (ED). Methods: This study used the 'think aloud' method to collect data from 8 triage nurses from one general hospital ED in South Korea. The data were analyzed with protocol analysis using thinking strategies. Results: The triage process was divided into three stages. The first stage consisted of 8 thinking strategies, including searching for information. They used intuition based on directly observed concepts for identifying a crisis. The second stage consisted of 17 thinking strategies related to the decision-making process. They assessed patients and generated a hypothesis to try to understand their health problems through analytic thinking. The third stage consisted of 10 thinking strategies, including qualifying. They considered the situation of the ED and properly triaged the patients. During the triage process, they frequently used judging the value and searching for information on 17 thinking strategies. Conclusions: Triage nurses demonstrated various connected thinking strategies for each stage. Based on our results, further studies should be done to develop a triage education program.

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An Application of the Analytical Hierarchy Process (AHP) for Safety measurement in Malaysian Construction Industry

  • Samad Doostdar;Zubaidah Ismail
    • 국제학술발표논문집
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    • The 5th International Conference on Construction Engineering and Project Management
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    • pp.66-73
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    • 2013
  • Analytical Hierarchy Process (AHP) is a famous method amongst Multi Criteria Decision Making (MCDM), set up by Saaty in 1980. AHP can be determined as a methodology of hierarchical analysis following reasonable decision making with make simpler a difficult crisis. Decision making in systems of Safety management concerned multipart challenges. AHP is process for get better the composite decisions understanding with analyzes of the problem in a structure of hierarchy. The integration all of applicable decision criteria, their pair wise judgment permits the decision maker to establish the trade-offs amongst objectives. In recent years, Malaysian's economy and infrastructure development have significantly and rapidly risen. The construction industry continues to play a major role in this development as many construction activities have been carried out to meet the high demands of the expansive market. However, the construction industry has faced a wide range of challenges, one of which is the frequent occurrences of accidents at the workplace. An effective safety program can substantially reduce accidents because it can help management to build up safer means of operations and create safe working environments for the workers. Furthermore, by having an effective safety programs, good safety culture can be embedded in organization because it can encourage mutual cooperation between management and workers in the operations of the programs and decisions that affect their safety and health. The focus of this research is development methodology of Analytics Hierarchy Process (AHP) in construction safety factors and investigates the levels of some effective elements in SMS in Malaysian construction industries.

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