• 제목/요약/키워드: learning organization

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Water Level Prediction on the Golok River Utilizing Machine Learning Technique to Evaluate Flood Situations

  • Pheeranat Dornpunya;Watanasak Supaking;Hanisah Musor;Oom Thaisawasdi;Wasukree Sae-tia;Theethut Khwankeerati;Watcharaporn Soyjumpa
    • 한국수자원학회:학술대회논문집
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    • 한국수자원학회 2023년도 학술발표회
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    • pp.31-31
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    • 2023
  • During December 2022, the northeast monsoon, which dominates the south and the Gulf of Thailand, had significant rainfall that impacted the lower southern region, causing flash floods, landslides, blustery winds, and the river exceeding its bank. The Golok River, located in Narathiwat, divides the border between Thailand and Malaysia was also affected by rainfall. In flood management, instruments for measuring precipitation and water level have become important for assessing and forecasting the trend of situations and areas of risk. However, such regions are international borders, so the installed measuring telemetry system cannot measure the rainfall and water level of the entire area. This study aims to predict 72 hours of water level and evaluate the situation as information to support the government in making water management decisions, publicizing them to relevant agencies, and warning citizens during crisis events. This research is applied to machine learning (ML) for water level prediction of the Golok River, Lan Tu Bridge area, Sungai Golok Subdistrict, Su-ngai Golok District, Narathiwat Province, which is one of the major monitored rivers. The eXtreme Gradient Boosting (XGBoost) algorithm, a tree-based ensemble machine learning algorithm, was exploited to predict hourly water levels through the R programming language. Model training and testing were carried out utilizing observed hourly rainfall from the STH010 station and hourly water level data from the X.119A station between 2020 and 2022 as main prediction inputs. Furthermore, this model applies hourly spatial rainfall forecasting data from Weather Research and Forecasting and Regional Ocean Model System models (WRF-ROMs) provided by Hydro-Informatics Institute (HII) as input, allowing the model to predict the hourly water level in the Golok River. The evaluation of the predicted performances using the statistical performance metrics, delivering an R-square of 0.96 can validate the results as robust forecasting outcomes. The result shows that the predicted water level at the X.119A telemetry station (Golok River) is in a steady decline, which relates to the input data of predicted 72-hour rainfall from WRF-ROMs having decreased. In short, the relationship between input and result can be used to evaluate flood situations. Here, the data is contributed to the Operational support to the Special Water Resources Management Operation Center in Southern Thailand for flood preparedness and response to make intelligent decisions on water management during crisis occurrences, as well as to be prepared and prevent loss and harm to citizens.

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건설업 지식경영 도입 기반으로서 학습조직 구축방안 - IIAC(인천국제공항공사) 조직변화 사례적용 - (A Case Study on the Learning Organization Plan as Foundation of Knowledge Management Introduction in the Construction Companies - Focus on changes in IIAC(Incheon International Airport Corporation) Organization -)

  • 황인배;김경래
    • 한국건설관리학회:학술대회논문집
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    • 한국건설관리학회 2001년도 학술대회지
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    • pp.363-368
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    • 2001
  • 전반적인 경기 침체와 이에 따른 치열한 경쟁을 겪고 있는 건설업체는 인력에 대한 의존도가 높고 지식의 형식화가 어려운 특성을 고려하여 조직차원에서 체계적으로 지식을 창출·공유·활용할 수 있는 지식경영을 도입하여 고부가가치 영역으로 진출하려 노력하고 있다. 그러나 건설업의 특성을 반영한 조직문화차원에서의 접근이 제대로 이루어지지 않아 이에 문제점이 발생하고 있다. 이는 지식경영을 위해서 개인 및 조직 자체를 변화시켜야 하는 요구를 전략적인 차원에서 접근하지 않고 제도적인 측면에서 접근한 것으로 인식되며, 이에 대한 해결책으로서 본 논문은 건설업 지식 경영 도입 기반으로서 학습조직 구축방안을 제시한다. 그리고 제시된 구축방안을 IIAC(인천국제공항공사)의 조직변화 과정에 적용해봄으로써 건설업에 지식경영을 도입하여 학습조직을 하나의 기반으로서 구축할 때의 시사점을 도출하여 국내 건설업의 경쟁력 향상에 도움이 되고자 한다.

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QUALITY MANAGEMENT SYSTEM FOR NUCLEAR EDUCATION CENTRES

  • Sadagopan, Geetha;Kim, Hyunkee;Son, Miyeon
    • Journal of Radiation Protection and Research
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    • 제37권4호
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    • pp.173-176
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    • 2012
  • Quality Management is a recent phenomenon. This is applied to products or services, with an objective to deliver high quality, reliable, worthy, enduring, product or service. The process is considered to have four main components: quality planning, quality control, quality assurance and quality improvement. Focusing on quality control and quality assurance leads to achieving quality management or ensures that an organization or product is consistent. In this paper, the applicable international standard for learning services and for the organization for education and training (learning service provider) is discussed and also the procedure to implement the management system.

Implementation of Total Quality Management, Lessons Learned

  • Haas, Thomas J.
    • 해양환경안전학회:학술대회논문집
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    • 해양환경안전학회 2000년도 International Symposium:on the Maritime Management Systems for Safer and Cleaner Seas in the New Millennium
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    • pp.27-36
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    • 2000
  • Managing quality is nothing new, but it increasingly become more challenging. Demands form customers, flatter organizations, measuring and assessing outcomes, stiffer competition for resources, technology, environmental concerns and others, all have created changes in the workplace for which enhanced leadership is needed. TQM, CQI, TQL, (managing quality), other acronyms can be summarized as a means of moving an organization into the new millennium with a keen focus on people, service, efficiencies, effectiveness and excellence. It is not an accident. It is the result of a clear, well-directed strategically focused thinking. Attention to quality encourages individuals and teams throughout organizations to continually learn, think and contribute ideas on how to explore processes that affect them. The organization must change into a learning organization that seeks to continually improve its processes and services. This learning attitude requires a cultural shift from autocratic to more participatory leadership. This presentation will examine the principles and lessons learned form implementation of quality initiatives from different organizations. Many of the themes shared are independent of the source and, as such, may be helpful in validating what you are doing or give you ideas on leading and implementing change within your organizations.

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The Impact of Information Technology on Organizational Performance: The Mediating Effect of Organizational Learning

  • KHAN, Umair;ZHANG, Yongan;SALIK, Madiha
    • The Journal of Asian Finance, Economics and Business
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    • 제7권11호
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    • pp.987-998
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    • 2020
  • This study aims to examine OL as a potential mediating variable in the relationship between IT and organizational performance. Organizational learning (OL) has been proposed as the mechanism to accomplish this task. Existing empirical research demonstrates that OL may indeed act as a mediator for the effect of IT on organizational outcomes. Also, existing literature discusses the use of technology in the organization, and the case for OL as the key knowledge process, and the intersection between technology and OL as a knowledge-based means for improving organizational performance. Many studies use a descriptive measure of OL despite the theory suggesting that a normative measure may be more appropriate. This study aims to address these concerns in a setting by using structural equation modelling (SEM) to compare the effectiveness of descriptive and normative measures of OL as mediating variables in knowledge-intensive organizations. Survey results support OL as a mediator between IT and organizational performance in addition to normative measures of OL outperforming descriptive measures. Implications for research and practice are discussed. To test the model, we will apply (SEM) structural equation modeling in the analysis of a moment structures (AMOS) on the empirical evidence collected from 218 Pakistani CEOs and top managers.

학습 공동체 구성 방법에 따른 컴퓨터 프로그래밍 학습 효과 분석 (An Analysis of Computer Programming Learning Efficiency Depending on the Way of Learning Community Organization)

  • 안유정
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2015년도 제51차 동계학술대회논문집 23권1호
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    • pp.293-294
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    • 2015
  • 본 논문에서는 컴퓨터 프로그래밍 수업에 피어 튜터링을 적용할 때 팀 구성 방법을 다르게 하여 참여 학습자들의 성적 변화를 비교해보았다. 그 결과 팀 구성시 친분보다는 수준을 고려할수록 성적 상승에 긍정적으로 작용했으며 특히 친분에 의한 팀 구성시 학습자들의 학습 수준 차이가 크면 상위 학습자 성적 하력이 더 큰 것으로 분석되었다.

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학습조직활동이 조직 유효성에 미치는 영향 (A Study on the Influences of Enterprise Organizational Effectiveness in Learning Organization Activity)

  • 유지철
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2010년도 추계학술대회
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    • pp.473-482
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    • 2010
  • 지식기반경제사회에서 지식을 습득하고 행동할 수 있는 능력을 갖춘 인적자원이야 말로 기업의 핵심경쟁력 이라는 것은 자명한 것이다. 디지털시대로 특징지어지는 21세기에는 지식이야말로 기업의 경쟁우위에 중요한 영향을 미칠 것이다. 기업은 디지털시대에 있어서 경쟁우위를 확보하기 위하여 학습조직의 활성화는 기업의 경쟁에 있어서 중요한 핵심요소가 된다. 그러나 대부분 기업들이 학습활동을 하면서도 학습조직의 활성화가 기업에 어떠한 영향을 미치는지에 대한 분석은 미흡한 실정이다. 따라서 본 연구는 학습조직의 활성화가 기업조직의 유효성에 미치는 영향에 관한 분석을 실시하였다. 연구의 결과 기업학습조직 활성화에 지속적 학습, 시스템적 사고, 조직몰입 등이 기업조직의 유효성에 유의하게 판단되었다.

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학습조직활동이 조직 유효성에 미치는 영향 (A Study on the Influences of Enterprise Organizational Effectiveness in Learning Organization Activity.)

  • 유지철
    • 대한안전경영과학회지
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    • 제11권4호
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    • pp.287-292
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    • 2009
  • 지식기반경제사회에서 지식을 습득하고 행동할 수 있는 능력을 갖춘 인적자원이야말로 기업의 핵심경쟁력 이라는 것은 자명한 것이다. 디지털시대로 특징지어지는 21세기에는 지식이야말로 기업의 경쟁우위에 중요한 영향을 미칠 것이다. 기업은 디지털 시대에 있어서 경쟁우위를 확보하기 위하여 학습조직의 활성화는 기업의 경쟁에 있어서 중요한 핵심요소가 된다. 그러나 대부분 기업들이 학습활동을 하면서도 학습조직의 활성화가 기업에 어떠한 영향을 미치는지에 대한 분석은 미흡한 실정이다. 따라서 본 연구는 학습조직의 활성화가 기업조직의 유효성에 미치는 영향에 관한 분석을 실시하였다. 연구의 결과 기업학습조직 활성화에 지속적 학습, 시스템적 사고, 조직몰입 등이 기업조직의 유효성에 유의하게 판단되었다.

사내대학의 통합적 모델 수립에 관한 연구 : 사내대학 역할을 중심으로 (A Study on Building a Holistic Model of the Corporate University : Focused on Its Roles)

  • 박조현;오정록
    • 지식경영연구
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    • 제16권2호
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    • pp.193-212
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    • 2015
  • A corporate university (CU) is an educational institution established by an organization whose primary purpose is not education. Traditionally, a CU is considered a training facility to improve organizational performance. However, the proliferation of the CU has engendered its diverse purposes, roles, and forms. This study attempts to identify three types of the existing CUs: (a) a CU to improve organizational performance; (b) a CU to satisfy employees' learning needs; and (c) a CU to develop a competent national workforce. Also, this study suggests a holistic CU model including the three CU types. In order to transform a CU to a multifunctional CU embracing all three types of CU, organizations should (a) provide communication and collaboration channels, (b) present clear organizational goals, (c) establish organizational policies/systems to encourage learning in CUs, and (d) devise an effective approach to evaluate the impact of CUs. Organization' s critical roles in the development of CUs can assist CUs in becoming the core of knowledge management.

가정과 교육을 위한"열린교육"의 적용 연구 (A Study on the Application of "Open Education"For Home Economics Education)

  • 김옥선;유태영
    • 한국가정과교육학회지
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    • 제8권2호
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    • pp.29-41
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    • 1996
  • In this research, researcher will examined the theoretical background of open education. Based on the result of the development of the suggested guidelines for a home economics teaching/learning program, researcher concludes that in order for the teaching/learning programs based on open education to be efficiently acieved in the classroom environment-organization at the middle school the following reform measures must accompany these programs. First, in order for the special characteristics of open education, i.e., individualized and small group study, to be effectively achieved, it is necessary to improve the physical classroom environment-organization. Second, the two class hours per week currently allotted for home economics are not sufficient to convey the information in the textbook. In order to reach objectives of teaching home economics according to open education a guarantee of a few more class hours is demanded. Third, in order to successfully achieve teaching/learning programs following open education, it is necessary for home economics teachers to make efforts to develop educational materials, and to engage in ongoing research and inservice training. For this to occur, measures must be taken to reduce the workload of teachers.

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