• Title/Summary/Keyword: Risk situation

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Design and Implementation of Dangerous Situation Assessment System using YOLOv4 and Data Modeling (YOLOv4와 데이터 모델링을 활용한 위험 상황 판정 시스템의 설계 및 구현)

  • Lee, Taejun;Kim, Sohyun;Yang, Seungeui;Hwang, Chulhyun;Jung, Hoekyung
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.488-490
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    • 2022
  • Recently, interest in industrial accidents such as the Industrial Safety and Health Act and the Serious Accident Punishment Act is increasing, and the demand for safety managers for safety management of workers in research institutes and industrial fields of various fields is increasing. For worker safety management, CCTVs are being installed in factories and workplaces, and workers are monitored to enhance safety management. In this paper, we intend to design a dangerous situation assessment system by constructing data using CCTV in such a workplace and modeling it in JSON format. The data modeling was produced by referring to the data set construction guide for artificial intelligence learning and the quality management guideline of the Korea National Information Society(NIA). Through this system, we want to check what kind of risk management exists in the workplace by risk situation scenario and use it to build a more systematic system.

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Health Information Behavior of Indonesians During the COVID-19 Pandemic: A Sensemaking Perspective

  • Rusdan Kamil;Laksmi Laksmi
    • Journal of Information Science Theory and Practice
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    • v.12 no.2
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    • pp.49-63
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    • 2024
  • Information behavior played a significant role in minimizing the risks of the COVID-19 pandemic. When faced with such a situation, an individual needs information for decision-making and in order to determine the best course of action relating to their health. This study aims to explore information behavior during each phase of the COVID-19 pandemic in Indonesia, which is known for its close-knit collective culture. A sensemaking approach is used, which emphasizes the process individuals go through to understand their situation and give meaning to the information they are getting from their environment. Data was collected through in-depth interviews with 10 participants to obtain a description of their information behaviors during the pandemic. Data analysis was carried out using open, axial, and selective coding. We propose a sensemaking-based information behavior strategy framework for mitigating risk and reducing ongoing health crises. Changes in information behavior strategies, including search, prevention, and restriction of information exposure, were random at the beginning of the pandemic, but became more regular in later phases. This was influenced by the "knowledge gap fulfillment" and "use of local knowledge" among the participants throughout the pandemic. In conclusion, the participants developed a sensemaking process including an understanding of the pandemic situation and the risks that they faced. They used a number of information behavior strategies to prevent transmission, and their perception of the risks changed across the course of the pandemic, up til the situation began to be considered back to normal again in Indonesia.

Conclusions and Suggestions on Low-Dose and Low-Dose Rate Radiation Risk Estimation Methodology

  • Sakai, Kazuo;Yamada, Yutaka;Yoshida, Kazuo;Yoshinaga, Shinji;Sato, Kaoru;Ogata, Hiromitsu;Iwasaki, Toshiyasu;Kudo, Shin'ichi;Asada, Yasuki;Kawaguchi, Isao;Haeno, Hiroshi;Sasaki, Michiya
    • Journal of Radiation Protection and Research
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    • v.46 no.1
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    • pp.14-23
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    • 2021
  • Background: For radiological protection and control, the International Commission on Radiological Protection (ICRP) provides the nominal risk coefficients related to radiation exposure, which can be extrapolated using the excess relative risk and excess absolute risk obtained from the Life Span Study of atomic bomb survivors in Hiroshima and Nagasaki with the dose and dose-rate effectiveness factor (DDREF). Materials and Methods: Since it is impossible to directly estimate the radiation risk at doses less than approximately 100 mSv only from epidemiological knowledge and data, support from radiation biology is absolutely imperative, and thus, several national and international bodies have advocated the importance of bridging knowledge between biology and epidemiology. Because of the accident at the Tokyo Electric Power Company (TEPCO)'s Fukushima Daiichi Nuclear Power Station in 2011, the exposure of the public to radiation has become a major concern and it was considered that the estimation of radiation risk should be more realistic to cope with the prevailing radiation exposure situation. Results and Discussion: To discuss the issues from wide aspects related to radiological protection, and to realize bridging knowledge between biology and epidemiology, we have established a research group to develop low-dose and low-dose-rate radiation risk estimation methodology, with the permission of the Japan Health Physics Society. Conclusion: The aim of the research group was to clarify the current situation and issues related to the risk estimation of low-dose and low-dose-rate radiation exposure from the viewpoints of different research fields, such as epidemiology, biology, modeling, and dosimetry, to identify a future strategy and roadmap to elucidate a more realistic estimation of risk against low-dose and low-dose-rate radiation exposure.

Deduction of Emergency Stop Situation Factors for Water Electrolysis Facilities (수전해 설비에 대한 비상정지상황 발생 요인 도출)

  • HYEONKI KIM;TAEHUN KIM;KWANGWON RHIE;DOOHYOUN SEO;DONGMIN LEE
    • Transactions of the Korean hydrogen and new energy society
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    • v.34 no.6
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    • pp.722-727
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    • 2023
  • There are various types of hydrogen production methods, but among them, the alkaline water electrolysis method produces hydrogen by electrolyzing water, and unlike other methods, it can produce green hydrogen that does not emit pollutants and greenhouse gases. There are many different potential risk factors inherent in the water electrolysis process. So it is necessary to predict an emergency situation in advance and to safely manage and take countermeasures according to the emergency situation. Korea Gas Safety Corporation (KGS) CODE AH271 stipulates legal matters to secure safety, but it is not detalied. Thus it is necessary to take measures to safely control and manage it according to the situation in which an emergency stop is required. In this study, based on KGS CODE and HAZOP for alkaline water electrolysis facilities, factors that can cause emergency situations were derived and countermeasures were prepared.

RISK ANALYSIS OF FOREIGN DIRECT INVESTMENTS IN INNOVATIVE PROJECTS: CASE OF UZBEKISTAN

  • Lutfullaevich, Yoziev Golibjon
    • Asia Pacific Journal of Business Review
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    • v.5 no.1
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    • pp.11-19
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    • 2020
  • This study is a review on Risk analysis of foreign direct investments in innovative projects of Uzbekistan. The study will examine SWOT and PESTL analysis as an effective situation analysis tool which plays an important role in the fields of management, marketing, and in any fields of requiring strategic planning. SWOT is an analysis method used to evaluate the 'strengths', 'weaknesses', 'opportunities', 'threats' and PESTL is an analysis tool used for measuring the 'political', 'economical', 'social', 'technological' and 'low' risks involved in a various sphere of economy. In this study, firstly the essence of SWOT and PESTL analysis is explained, secondly the components of SWOT and PESTL analysis is examined. The paper includes risk analysis for further investigation to innovation sector of Uzbekistan economy.

A study of Web map investigation for the risk recognition (위험 인지를 위한 웹 지도 탐색 연구)

  • Park, Sangjoon;Lee, Jongchan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2019.05a
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    • pp.171-172
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    • 2019
  • In this paper, we consider the dynamic method for the searching development of Web map to the monitoring object in the risk environments. It is to recognize the real-time detection to the risk situation based on the location monitoring mechanism of management to the object movement.

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Diffusion Range and Pool Formation in the Leakage of Liquid Hydrogen Storage Tank Using CFD Tools

  • Kim, Soohyeon;Lee, Minkyung;Kim, Junghwan;Lee, Jaehun
    • Applied Chemistry for Engineering
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    • v.33 no.6
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    • pp.653-660
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    • 2022
  • In liquid hydrogen storage tanks, tank damage or leakage in the surrounding pipes possess a major risk. Since these tanks store huge amounts of the fluid among all the liquid hydrogen process facilities, there is a high risk of leakage-related accidents. Therefore, in this study, we conducted a risk assessment of liquid hydrogen leakage for a grid-type liquid hydrogen storage tank (lattice-type pressure vessel (LPV): 18 m3) that overcame the low space efficiency of the existing pressure vessel shape. Through a commercially developed three-dimensional computational fluid dynamics program, the geometry of the site, where the liquid hydrogen storage tank will be installed, was obtained and simulations of the leakage scenarios for each situation were performed. From the computational flow analysis results, the pool formation behavior in the event of liquid hydrogen leakage was identified, and the resulting damage range was predicted.

A Study on the Cost Risk Analysis Method for Construction Projects (건설 프로젝트의 코스트 리스크 분석방법론에 관한 연구)

  • Lee Dong-Un;Kim Yeong-Su
    • Korean Journal of Construction Engineering and Management
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    • v.4 no.4 s.16
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    • pp.201-211
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    • 2003
  • Considering about construction projects characteristics, there Is an existing uncertainty which causes inaccuracy or invalidity under decision making situation. Therefore, cost risk analysis of numerous construction projects are Inclined to depend on expert's experiences and subjective judgements. In Korean domestic construction works, however, there is no reasonable method or process for applying subjective elements. Only probabilistic analysis using objective calculation are being used now. This research suggests a cost risk analysis method to analyze quantitatively Cost Impact by risk, and it appraises expert's subjective elements for the purpose of enhancing validity of cost estimation. Moreover, a new cost risk analysis method is introduced for providing convenient user interface in practical business.

An Effective Analysis and Management of Technical Risk to Turn-key based Plant Construction Contracts using Systems Engineering (시스템엔지니어링을 이용한 턴키방식 플랜트 건설계약의 기술적 위험요인 효과적 분석 및 관리)

  • Hong, Dae Geun;Byun, Hee Chul;Suh, Suk-Hwan
    • Journal of the Korean Society of Systems Engineering
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    • v.10 no.2
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    • pp.59-69
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    • 2014
  • In the bidding stage of turn-key based plant construction contracts, owners provide design and performance basis for contractors instead of giving design drawing. To win the bid for a plant construction, the contractors should be obliged to satisfy and ensure owners'requirements such as design and performance basis in a plant construction project, In other words, owners imposes technical risk of the design to the contractors by specifying responsibility for the analysis and verification of the plant construction. Thus, it is very important that contracters make accurate and realistic basic design plan in a short period of time. To deal with such a situation, we propose a systems engineering approach for the analysis and management of the technical risk. Specifically, we first: 1) Analyzes technical risk related with the plant design information for the bidders, followed by 2) Developing stakeholder requirements for the basic engineering design, and 3) System requirements for dealing with technical risk. Also, in this paper, we proposed converting method from MOE(Measure of Effectiveness) to MOP(Measure of Performance) in the risk analysis. To show the effectiveness of the proposed method, we carried out a case study.

A Study on the Perceived Size Related Risk and Clothing Behaviors According to Perceived Body Characteristics and Satisfaction with Body Characteristics -Focus on Internet Fashion Consumers- (신체인식과 신체만족도에 따른 치수 관련 위험지각 및 의복행동에 관한 연구 -인터넷 패션 소비자를 대상으로-)

  • Lee, Jeong-Yim
    • Journal of the Korean Society of Clothing and Textiles
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    • v.35 no.5
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    • pp.575-586
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    • 2011
  • This study first examines the effect of perceived body characteristics, satisfaction with body characteristics on perceived size related risk, and internet shopping clothing behaviors; in addition, it also examines the effect of the perceived size related risk on clothing behaviors. A questionnaire was conducted with responses from 219 female students, aged 19 to 25. Data was analyzed by frequency analysis, correlation analysis, ANOVA and Duncan test. The findings suggest that a consumer satisfied with body characteristics has active clothing behaviors to improve her appearance or body image. The effects of perceived body characteristics and satisfaction with body characteristics on perceived size related risk are also identified. The perceived size related risk increases when the size information of an internet shopping mall is insufficient compared to the situation when the consumer is not satisfied with her body characteristics. The meaningful differences of clothing behaviors according to extent of perceived size related risk are identified.