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A Study on the Implement of AI-based Integrated Smart Fire Safety (ISFS) System in Public Facility

  • Myung Sik Lee;Pill Sun Seo
    • International Journal of High-Rise Buildings
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    • v.12 no.3
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    • pp.225-234
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    • 2023
  • Even at this point in the era of digital transformation, we are still facing many problems in the safety sector that cannot prevent the occurrence or spread of human casualties. When you are in an unexpected emergency, it is often difficult to respond only with human physical ability. Human casualties continue to occur at construction sites, manufacturing plants, and multi-use facilities used by many people in everyday life. If you encounter a situation where normal judgment is impossible in the event of an emergency at a life site where there are still many safety blind spots, it is difficult to cope with the existing manual guidance method. New variable guidance technology, which combines artificial intelligence and digital twin, can make it possible to prevent casualties by processing large amounts of data needed to derive appropriate countermeasures in real time beyond identifying what safety accidents occurred in unexpected crisis situations. When a simple control method that divides and monitors several CCTVs is digitally converted and combined with artificial intelligence and 3D digital twin control technology, intelligence augmentation (IA) effect can be achieved that strengthens the safety decision-making ability required in real time. With the enforcement of the Serious Disaster Enterprise Punishment Act, the importance of distributing a smart location guidance system that urgently solves the decision-making delay that occurs in safety accidents at various industrial sites and strengthens the real-time decision-making ability of field workers and managers is highlighted. The smart location guidance system that combines artificial intelligence and digital twin consists of AIoT HW equipment, wireless communication NW equipment, and intelligent SW platform. The intelligent SW platform consists of Builder that supports digital twin modeling, Watch that meets real-time control based on synchronization between real objects and digital twin models, and Simulator that supports the development and verification of various safety management scenarios using intelligent agents. The smart location guidance system provides on-site monitoring using IoT equipment, CCTV-linked intelligent image analysis, intelligent operating procedures that support workflow modeling to immediately reflect the needs of the site, situational location guidance, and digital twin virtual fencing access control technology. This paper examines the limitations of traditional fixed passive guidance methods, analyzes global technology development trends to overcome them, identifies the digital transformation properties required to switch to intelligent variable smart location guidance methods, explains the characteristics and components of AI-based public facility smart fire safety integrated system (ISFS).

An Influence of Intolerance of Uncertainty on Entrepreneurial Intention of College Students: Focused on Start-up Support System Perception (대학생의 불확실성에 대한 인내력 부족이 창업의지에 미치는 영향: 창업지원제도지각도를 매개로)

  • Ko, Sang Hee;Park, Woojin;Bae, Byung Yun
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.17 no.5
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    • pp.95-104
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    • 2022
  • This study aims to find out the influence of the intolerance of uncertainty on entrepreneurial intention by focusing on the start-up support system awareness. While most of existing studies focused on the positive psychological variables and individual environmental characteristics influencing on the entrepreneurial intention, this study has taken a look at the influence of the intolerance of uncertainty as the psychological variable to the entrepreneurial intention to negatively act on the entrepreneurial intention. As a result of the analysis, the intolerance of uncertainty under the control of entrepreneurship and gender is shown to have the negative (-) influence on the entrepreneurial intention and has high level of recognition on the start-up support system perception, and the start-up support system perception is confirmed to have positive (+) influence on the entrepreneurial intention. And, it also indicates that, with respect to the influence of the intolerance of uncertainty on the entrepreneurial intention, the start-up support system perception has the partial medium effect. Following this result of the study, it provides following indications: First the existing studies on the entrepreneurial intention had not covered the intolerance of uncertainty but it is confirmed as the psychological variable with negative influence on the entrepreneurial intention. Second, it is feasible for the preliminary start-up businesses may turn the fear on start-up failure into positive entrepreneurial intention with the start-up support system perception as the leading vehicle. And, third, based on the result, the government should enhance the start-up support system perception even more by seeking ways of efficient publicity to enable more preliminary start-up businesses to participate in diverse start-up support policies. Lastly, it discusses the limitations of this study as well as proposal for ensuing study plans.

Characteristics and Changes of Policy Responses to Local Extinction: A Case of Comprehensive Strategy and Basic Policy on Community-Population-Job Creation in Japan (지방소멸 대응 정책의 특징 및 변화 분석: 일본의 마을·사람·일자리 창생 종합전략 및 기본방침을 사례로)

  • Jang, Seok-Gil Denver;Yang, Ji-Hye;Gim, Tae-Hyoung Tommy
    • Journal of the Korean Regional Science Association
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    • v.40 no.1
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    • pp.37-51
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    • 2024
  • To respond to local extinction, South Korea, under the leadership of the Ministry of the Interior and Safety, identified depopulated areas in 2021 and launched the Local Extinction Response Fund in 2022. However, due to its early stage of implementation, analyzing the characteristics and changes of policy response to local extinction at the central government level remains a challenge. In contrast, Japan, facing similar issues of local extinction as South Korea, has established a robust central government-led response system based on the Regional Revitalization Act and the Comprehensive Strategy and Basic Policy on Community-Population-Job Creation. Hence, this study examines Japan's policy responses to local extinction by analyzing the first and second periods of the Comprehensive Strategy and Basic Policy on Community-Population-Job Creation. For the analysis, topic modeling was employed to enhance text analysis efficiency and accuracy, complemented by expert interviews for validation. The results revealed that the first-period strategy's topics encompassed economy and society, start-up, local government, living condition, service, and industry. Meanwhile, the second-period strategy's topics included resource, the New Normal, woman, digital transformation, industry, region, public-private partnership, and population. The analysis highlights that the policy target, policy direction, and environmental change significantly influenced these policy shifts.

Estimate Customer Churn Rate with the Review-Feedback Process: Empirical Study with Text Mining, Econometrics, and Quai-Experiment Methodologies (리뷰-피드백 프로세스를 통한 고객 이탈률 추정: 텍스트 마이닝, 계량경제학, 준실험설계 방법론을 활용한 실증적 연구)

  • Choi Kim;Jaemin Kim;Gahyung Jeong;Jaehong Park
    • Information Systems Review
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    • v.23 no.3
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    • pp.159-176
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    • 2021
  • Obviating user churn is a prominent strategy to capitalize on online games, eluding the initial investments required for the development of another. Extant literature has examined factors that may induce user churn, mainly from perspectives of motives to play and game as a virtual society. However, such works largely dismiss the service aspects of online games. Dissatisfaction of user needs constitutes a crucial aspect for user churn, especially with online services where users expect a continuous improvement in service quality via software updates. Hence, we examine the relationship between a game's quality management and its user base. With text mining and survival analysis, we identify complaint factors that act as key predictors of user churn. Additionally, we find that enjoyment-related factors are greater threats to user base than usability-related ones. Furthermore, subsequent quasi-experiment shows that improvements in the complaint factors (i.e., via game patches) curb churn and foster user retention. Our results shed light on the responsive role of developers in retaining the user base of online games. Moreover, we provide practical insights for game operators, i.e., to identify and prioritize more perilous complaint factors in planning successive game patches.

Teaching Orientations and Classroom Practices of Science Teachers Participating in Workshops for Constructivistic Science Teaching (구성주의적 수업을 위한 워크숍에 참여한 중등 과학 교사의 교수 지향과 수업 실행)

  • Jeong, Deuk-Sil;Lee, Sun-Kyung;Oh, Phil-Seok;Maeng, Seung-Ho;Chung, Ae-Ran;Kim, Chan-Jong
    • Journal of The Korean Association For Science Education
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    • v.27 no.5
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    • pp.432-446
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    • 2007
  • The purpose of the study is to explore the science teaching orientations of secondary science teachers, and how they influence the planning and execution of reform-based lessons. Professional development workshop for constructivist teaching consisted of three different phases; five lectures, small group discussion, and preparing lesson plans. Four teachers who participated also executed their lesson plans in their own classroom. All workshops were videotape recorded. Classroom observations and interviews were conducted and recorded. Instructional materials were also collected for each science class. All data recorded were transcribed and analyzed. Based on the data collected from multiple sources, we identified each teacher's teaching orientations, and through this lens, we also tried to understand their classroom practices. We expected teacher-participants to implement constructivist science teaching. However, the differences among teachers in the course of actual planning and implementing activities for constructivist science was wider than we expected and even some teachers were unsuccessful. Teaching orientations can act as a filter for teachers when they decide whether to accept and apply new knowledge about teaching and learning to actual lessons or not. Even if a teacher plans a guided-inquiry lesson, her/his didactic teaching orientation could be revealed in actual classroom, and lead her/his class to other direction which is quite different from her/his original intention. Although the teachers participated in the same workshops in our study, they planned and executed differently and their own teaching orientations contribute substantially to their practice. Understanding the role of science teaching orientations could be an important step in addressing issues of diverse difficulties in supporting reform efforts in science.

Inhalation of panaxadiol alleviates lung inflammation via inhibiting TNFA/TNFAR and IL7/IL7R signaling between macrophages and epithelial cells

  • Yifan Wang;Hao Wei;Zhen Song;Liqun Jiang;Mi Zhang;Xiao Lu;Wei Li;Yuqing Zhao;Lei Wu;Shuxian Li;Huijuan Shen;Qiang Shu;Yicheng Xie
    • Journal of Ginseng Research
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    • v.48 no.1
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    • pp.77-88
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    • 2024
  • Background: Lung inflammation occurs in many lung diseases, but has limited effective therapeutics. Ginseng and its derivatives have anti-inflammatory effects, but their unstable physicochemical and metabolic properties hinder their application in the treatment. Panaxadiol (PD) is a stable saponin among ginsenosides. Inhalation administration may solve these issues, and the specific mechanism of action needs to be studied. Methods: A mouse model of lung inflammation induced by lipopolysaccharide (LPS), an in vitro macrophage inflammation model, and a coculture model of epithelial cells and macrophages were used to study the effects and mechanisms of inhalation delivery of PD. Pathology and molecular assessments were used to evaluate efficacy. Transcriptome sequencing was used to screen the mechanism and target. Finally, the efficacy and mechanism were verified in a human BALF cell model. Results: Inhaled PD reduced LPS-induced lung inflammation in mice in a dose-dependent manner, including inflammatory cell infiltration, lung tissue pathology, and inflammatory factor expression. Meanwhile, the dose of inhalation was much lower than that of intragastric administration under the same therapeutic effect, which may be related to its higher bioavailability and superior pharmacokinetic parameters. Using transcriptome analysis and verification by a coculture model of macrophage and epithelial cells, we found that PD may act by inhibiting TNFA/TNFAR and IL7/IL7R signaling to reduce macrophage inflammatory factor-induced epithelial apoptosis and promote proliferation. Conclusion: PD inhalation alleviates lung inflammation and pathology by inhibiting TNFA/TNFAR and IL7/IL7R signaling between macrophages and epithelial cells. PD may be a novel drug for the clinical treatment of lung inflammation.

Assessing the Impact of 'Marine Invasive and Harmful Species': A Semi-Quantitative Tool and Protocol for Environmental and Socio-Economic Evaluation ('해양교란유해종'의 영향 평가: 환경 및 사회경제적 평가를 위한 준정량 도구 및 프로토콜)

  • KWANG YOUNG KIM
    • The Sea:JOURNAL OF THE KOREAN SOCIETY OF OCEANOGRAPHY
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    • v.29 no.2
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    • pp.116-138
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    • 2024
  • This study presents a new tool and protocol to assess the impact of 'Marine Invasive and Harmful Species' (MIHS) on marine environments and socio-economic aspects. It addresses shortcomings in the Marine Ecosystems Conservation and Management Act in South Korea by proposing an impact assessment framework divided into marine environmental and socio-economic groups. Six distinct evaluation categories are included in each group, and a semi-quantitative five-step scale is utilized to provide a flexible approach, addressing a variety of issues from ecological disturbances to effects on health and property. The assessment tool is applied through a systematic five-stage process based on the Delphi method. This approach posters collaboration among a diverse sets of experts and stakeholders, enabling a comprehensive evaluation that incorporates various perspectives. The study also examines strategies to effectively manage uncertainties and improve the consistency of the outcomes. The application of this assessment protocol is expected to be crucial in quantifying the ecological damage caused by MIHS and in identifying management and prevention priorities. The ultimate aim of this evaluation process is to aid decision-makers in developing strategies to preserve the marine ecosystem and mitigate socio-economic impacts.

The Immunological Position of Fibroblastic Reticular Cells Derived From Lymph Node Stroma (림프절 스트로마 유래 Fibroblastic Reticular Cell의 면역학적 위치)

  • Jong-Hwan Lee
    • Journal of Life Science
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    • v.34 no.5
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    • pp.356-364
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    • 2024
  • Lymph nodes (LNs) are crucial sites where immune responses are initiated to combat invading pathogens in the body. LNs are organized into distinctive compartments by stromal cells. Stromal cell subsets constitute special niches supporting the trafficking, activation, differentiation, and crosstalk of immune cells in LNs. Fibroblastic reticular cells (FRC) are a type of stromal cell that form the three-dimensional structure networks of the T cell-rich zones in LNs, providing guidance paths for immigrating T lymphocytes. FRCs imprint immune responses by supporting LN architecture, recruiting immune cells, coordinating immune cell crosstalk, and presenting antigens. During inflammation, FRCs exert both spatial and molecular regulation on immune cells through their topological and secretory responses, thereby steering immune responses. Here, we propose a model in which FRCs regulate immune responses through a three-part scheme: setting up, supporting, or suppressing immune responses. FRCs engage in bidirectional interactions that enhance T cell biological efficiency. In addition, FRCs have profound effects on the innate immune response through phagocytosis. Thus, FRCs in LNs act as gatekeepers of immune responses. Overall, this study aims to highlight the emerging roles of FRCs in controlling both innate and adaptive immunity. This collaborative feedback loop mediated by FRCs may help maintain tissue function during inflammatory responses.

A Study for New Equity Compensation Alternative for Startups and Venture to Solid Staffing and Team Building in Korea: Focusing on Restricted Stock Units (스타트업과 벤처기업의 우수인력유치 위한 주식연계형 보상방안연구: 양도제한조건부주식(RSU) 도입 중심으로)

  • Hwangbo, Yun;Yang, Youngseok
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.18 no.6
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    • pp.1-10
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    • 2023
  • Strong Critics of' Moral Hazard, due to plummeting severely their stock price down and damage falling on plain investor, has been skyrocketed against massively and simultaneously exercising stock option right of C-Level members in Stock market listed startups right after IPO regardless of proper and legal process followed. Korean Financial Supervisory Board initiate new act of extending to apply'Lock-up Rule'even to stock option of core interest group after IPO. However, it will cause startups and venture more difficulties to recruit top level of talented staffs. This paper aims to propose RSU(Restricted Stock Unit) as alternative to breakthrough the current deadlock issue with respect to stock option controversy many startups facing. This paper to meet goal, first, including Korean introducing status of RSU, it clarify the concept of RSU by comparing exploration with Restricted Stock and define characteristic of RSU by comparing Stock Option. Second, it bring more effective ways of startups introducing RSU in Korea overcoming its limitations and challenges. Third, it carry out FGI to legal expert deeply involved of introducing RSU in Korea at policy domain. FGI focus on defining core challenging factors and their level of huddles of introducing RSU in Korea with proposing breakthrough policies to landing RSU softly in Korea. Fourth, it suggest valid policies of introducing and stabilizing RSU in Korea completely. This paper expect some contributions Korean startups and venture on finding market friendly right breakthrough out of stock option dilemma currently in.

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The effect of retirement anxiety of middle-aged office workers on the midlife crisis: The mediating effect of gratitude and moderated mediating effect of self-esteem (중년 직장인의 퇴직 불안이 중년위기감에 미치는 영향: 감사성향의 매개효과와 자아존중감의 조절된 매개효과)

  • Chang Mi Woo;Chang Seek Lee
    • Industry Promotion Research
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    • v.9 no.2
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    • pp.153-162
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    • 2024
  • This study aims to provide basic data that can reduce middle-aged office workers' sense of mid-life crisis by investigating whether self-esteem moderates the effect of middle-aged office workers' retirement anxiety on their sense of mid-life crisis through gratitude. The survey subjects were 313 middle-aged office workers aged 40 to 65, and the data was analyzed using SPSS Win. Ver. 25 and SPSS PROCESS macro Ver. 4.1. Descriptive statistical analysis, reliability analysis, correlation analysis, and moderated mediation effect analysis were applied. The research results are as follows. First, retirement anxiety showed a negative correlation with gratitude and self-esteem and a positive correlation with midlife crisis sense. Self-esteem played a moderated mediating role in buffering the effect of retirement anxiety on the midlife crisis sense through gratitude. It was confirmed that the gratitude and self- esteem of middle-aged office workers can be used as important variables that can act as protective factors when retirement anxiety increases the sense of mid-life crisis. Based on these results, when middle-aged office workers' anxiety about retirement hurts their sense of mid-life crisis, this study proposed a plan to prevent the sense of mid-life crisis by utilizing gratitude and self-esteem.