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Leveraging Predictive Analytics for Strategic Corporate Communications: Enhancing Stakeholder Engagement and Crisis Management
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作者 Natalie Nkembuh 《Journal of Computer and Communications》 2024年第10期51-61,共11页
This study explores the integration of predictive analytics in strategic corporate communications, with a specific focus on stakeholder engagement and crisis management. Our mixed-methods approach, which combines a co... This study explores the integration of predictive analytics in strategic corporate communications, with a specific focus on stakeholder engagement and crisis management. Our mixed-methods approach, which combines a comprehensive literature review with case studies of five multinational corporations, allows us to investigate the applications, challenges, and ethical implications of leveraging predictive models in communication strategies. While our findings reveal significant potential for enhancing personalized content delivery, real-time sentiment analysis, and proactive crisis management, we stress the need for careful consideration of challenges such as data privacy concerns and algorithmic bias. This emphasis on ethical implementation is crucial in navigating the complex landscape of predictive analytics in corporate communications. To address these issues, we propose a framework that prioritizes ethical considerations. Furthermore, we identify key areas for future research, thereby contributing to the evolving field of data-driven communication management. 展开更多
关键词 Predictive Analytics Corporate Communications Stakeholder Engagement crisis management Machine Learning Data-Driven Strategy Ethical AI Digital Transformation Reputation management Strategic Communication
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The Taiwan Question China From the Perspective of International Crisis Management:History and Future
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作者 ZHANG Sheng WU Zhengru 《International Relations and Diplomacy》 2023年第4期190-194,共5页
The Taiwan Question China discussed in this paper belongs to the theoretical crisis discussion on international relations and does not regard the Cross-Strait relations as relations between different countries.The out... The Taiwan Question China discussed in this paper belongs to the theoretical crisis discussion on international relations and does not regard the Cross-Strait relations as relations between different countries.The outcome of the 2024 Taiwan Election has a great impact on the Taiwan question,the latest poll shows that the possibility of the Democratic Progressive Party(DPP)candidate to come to power is still very high,because its political evolution trend of Taiwan independence still exists. 展开更多
关键词 Taiwan Question China international crisis management Taiwan history
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The Center of Crisis Management and Situation Room
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作者 Sait Ydmaz Hasan Gul 《International Relations and Diplomacy》 2017年第12期742-752,共11页
Countries have to pre-evaluate threats and risks that may incur their national security and national interests, take the necessary preventive measures timely, and pursue decisive policies within the limits of the poss... Countries have to pre-evaluate threats and risks that may incur their national security and national interests, take the necessary preventive measures timely, and pursue decisive policies within the limits of the possibilities of their national power, by keeping a close watch on ongoing and conceivable crises and new developments. Like statesmen, also the international security organizations have to foresee the coming or anticipated threats and opportunities, take the necessary precautions and when necessary even to react by using force. Starting from time of peace, all these require an effective crisis management system that would warn and manage the threats that would create such crises. There are, however, crisis management centers and situation rooms in the focal points of the physical substructure of the crisis management system. In this article, by looking at the attributions of an effective crisis management system, structure of the crisis management centers and situation rooms will be questioned at international and national levels. 展开更多
关键词 crisis crisis management system crisis management center situation room preventive measures
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Practical seismic resilience evaluation and crisis management planning through GIS-based vulnerability assessment of buildings 被引量:2
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作者 Peyman Narjabadifam Ramin Hoseinpour +1 位作者 Mohammad Noori Wael Altabey 《Earthquake Engineering and Engineering Vibration》 SCIE EI CSCD 2021年第1期25-37,共13页
The objective of this paper is to demonstrate how assessment of seismic vulnerability can be effective in protection against earthquakes.Findings are reported from a case study in a densely populated urban area near a... The objective of this paper is to demonstrate how assessment of seismic vulnerability can be effective in protection against earthquakes.Findings are reported from a case study in a densely populated urban area near an active fault,utilizing practical methods and exact engineering data.Vulnerability factors were determined due to technical considerations,and a field campaign was performed to collect the required data.Multi-criteria decision making was carried out by means of an analytical hierarchy process including a fuzzy standardization.Earthquake scenarios were applied through an implicit vulnerability model.GIS was utilized and the results were analyzed by classifying the state of vulnerability in levels as very low,low,moderate,high,and very high.Seismic resilience was evaluated as vulnerabilities below the moderate state,being about 40% in an intensity of 6 Mercalli and less than 10% in 10 Mercalli.It is concluded that seismic resilience in the area studied is not acceptable,the area is vulnerable in the expected scenarios,and due to the high seismicity of the region,proper crisis management planning is required in parallel with attempts toward retrofitting.In this regard,an emergency map was developed with reference to the assessed vulnerabilities. 展开更多
关键词 seismic resilience crisis management vulnerability assessment EARTHQUAKE RETROFIT AHP Expert Choice GIS
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Development of Social Media Analytics System for Emergency Event Detection and Crisis Management
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作者 Shaheen Khatoon Majed AAlshamari +4 位作者 Amna Asif Md Maruf Hasan Sherif Abdou Khaled Mostafa Elsayed Mohsen Rashwan 《Computers, Materials & Continua》 SCIE EI 2021年第9期3079-3100,共22页
Social media platforms have proven to be effective for information gathering during emergency events caused by natural or human-made disasters.Emergency response authorities,law enforcement agencies,and the public can... Social media platforms have proven to be effective for information gathering during emergency events caused by natural or human-made disasters.Emergency response authorities,law enforcement agencies,and the public can use this information to gain situational awareness and improve disaster response.In case of emergencies,rapid responses are needed to address victims’requests for help.The research community has developed many social media platforms and used them effectively for emergency response and coordination in the past.However,most of the present deployments of platforms in crisis management are not automated,and their operational success largely depends on experts who analyze the information manually and coordinate with relevant humanitarian agencies or law enforcement authorities to initiate emergency response operations.The seamless integration of automatically identifying types of urgent needs from millions of posts and delivery of relevant information to the appropriate agency for timely response has become essential.This research project aims to develop a generalized Information Technology(IT)solution for emergency response and disaster management by integrating social media data as its core component.In this paper,we focused on text analysis techniques which can help the emergency response authorities to filter through the sheer amount of information gathered automatically for supporting their relief efforts.More specifically,we applied state-of-the-art Natural Language Processing(NLP),Machine Learning(ML),and Deep Learning(DL)techniques ranging from unsupervised to supervised learning for an in-depth analysis of social media data for the purpose of extracting real-time information on a critical event to facilitate emergency response in a crisis.As a proof of concept,a case study on the COVID-19 pandemic on the data collected from Twitter is presented,providing evidence that the scientific and operational goals have been achieved. 展开更多
关键词 crisis management social media analytics machine learning natural language processing deep learning
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The 2008 Irish Dioxin Crisis:Prevention is better than Crisis Management
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作者 Patrick Wall 《食品安全质量检测学报》 CAS 2010年第2期55-61,共7页
In Ireland, in 2008, pig feed manufactured from recycled human food became contaminated with dioxin and this led to a global recall of all Irish pork products produced from 1st September to 6th December 2008. This cas... In Ireland, in 2008, pig feed manufactured from recycled human food became contaminated with dioxin and this led to a global recall of all Irish pork products produced from 1st September to 6th December 2008. This case study illustrates several points a) the food chain is only as secure as its weakest link, b) due to the complexity of the modern food chain, once pork is processed, precise traceability to a particular farm of origin is impossible, c) even with a single food agency, overseeing the policing of the food chain, things can go wrong, d) it demonstrated the benefits of having credible consumer protection agencies to undertake scientific risk assessment and communicate with the public, e) if risk management decisions are taken quickly, and communicated in an open and transparent manner to the public, adverse human health effects can be avoided and consumer confidence can maintained, f) in the EU the legal limit for dioxins in pork fat is 1 picogram per gram (10-12 ) and attempting to communicate the risks associated with this level of contamination plus the concepts of bioaccumulation and body burden and the need for continued exposure to result in adverse health effects is extremely challenging, g) there was a major economic impact and damage to the country's reputation as a food exporter and finally h) it illustrates that prevention is better that crisis management. Other countries can learn lessons from this incident that may prevent similar occurrences in their jurisdictions. 展开更多
关键词 DIOXIN crisis management PREVENTION Food Safety Risk Assessment Ireland
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Development of Crisis Management Models Combined with Cloud Computing
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作者 刘奕 王雪娅 《Journal of Donghua University(English Edition)》 EI CAS 2016年第3期483-489,共7页
Three monitor models of enterprise crisis were introduced,i.e.,the monitoring model of enterprise crisis based on intelligent Meta search,the enterprise crisis management model based on artificial neural network and t... Three monitor models of enterprise crisis were introduced,i.e.,the monitoring model of enterprise crisis based on intelligent Meta search,the enterprise crisis management model based on artificial neural network and the combined early-warning model.Combined with the advantages of cloud computing,the prominent crisis management models are improved and more efficient,comprehensive and accurate in enterprise crisis management.Through the empirical study of the models,cloud computing makes the early warning structures of enterprise crisis tend to be more simple and efficient,cloud computing can effectively enhance the recognition ability and learning ability of the crisis management,and cloud computing can keep data information updating and realize the dynamic management of enterprise joint early-warning.At the same time,according to the comparative analysis and the experimental result,the crisis management models based on cloud computing also need some improvements. 展开更多
关键词 cloud computing intelligent metasearch artificial neural network(ANN) joint early-warning model crisis management models
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Analysis of the plight of Chinese NGO development and countermeasures in crisis management
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作者 Qiong Wu 《International Journal of Technology Management》 2014年第2期53-55,共3页
Although the crisis always exist in the development of humanity, but the special theory of crisis developed very late. The climax of the crisis theory appeared in the West in the late 20th century, Japan Masao Takizaw... Although the crisis always exist in the development of humanity, but the special theory of crisis developed very late. The climax of the crisis theory appeared in the West in the late 20th century, Japan Masao Takizawa, a crisis management expert, believe that the definition of a crisis is " the possibility of accidents," and the management of crisis is the management of preventing loss, and therefore it is important to note how to save costs, and to achieve maximum effect. Crisis is a situation state, the fundamental objective of its decision-making theme is threatened, and there is very limited time available between decisions changing, which occurs as a surprise to the main body. Some scholars have tended to define it as a process of crisis, he said: the crisis is intense period of upheaval and collective period. During this time, the core values of everyday life and social system is threatened, and the threat is beyond our expectation, even unimaginable. This is the general definition used about the current crisis. 展开更多
关键词 plight of Chinese NGO crisis management.
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Research on crisis management of enterprise network public opinion
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作者 WANG Ting 《International English Education Research》 2017年第4期53-55,共3页
With the arrival ofthe era from the media, the internet spread over all sectors ofsocicty, affect people's political, economic and cultural life. The network has become the main place, people express their views so a... With the arrival ofthe era from the media, the internet spread over all sectors ofsocicty, affect people's political, economic and cultural life. The network has become the main place, people express their views so also. And the popularity of media enables consumers to easily express their products, services and other aspects of the topic, spread on the network at breakneck speed, and other users of the attention and support, thus forming a kind of public opinion, influence The development of enterprises, which will undoubtedly bring unprecedented pressure, constant attention, coupled with people's comments, forwarding, dissemination media, making the crisis spread, enterprises should not reasonable, effective, will enable enterprises to establish a sense of trust collapsed, brought a negative impact to the enterprise. 展开更多
关键词 Network public opinion: crisis management Countermeasures
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A Critical Discourse Analysis of Corporate Apologies by United CEO in an Interview from the Perspective of Crisis Management
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作者 刘思朗 《海外英语》 2021年第15期284-286,289,共4页
From the perspective of crisis management,this research is a critical discourse analysis of how United CEO extended corporate apologies to the stakeholders.The analysis of the text,discourse practice,and social practi... From the perspective of crisis management,this research is a critical discourse analysis of how United CEO extended corporate apologies to the stakeholders.The analysis of the text,discourse practice,and social practice under Fairclough’s threedimensional framework was conducted to explore apology discourse strategies employed by United CEO.The results revealed the interplay of corporate apology discourse,crisis management and social background and that United CEO’s apologies in the inter⁃view video failed to achieve crisis management. 展开更多
关键词 critical discourse analysis corporate apologies crisis management interview video
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Geo-spatial information and technologies in support of EU crisis management 被引量:1
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作者 Delilah H.A.Al-Khudhairy 《International Journal of Digital Earth》 SCIE 2010年第1期16-30,共15页
This paper discusses the challenges in operational crisis management and describes the role of information and geo-spatial technologies in meeting those challenges.The paper discusses two main sources of data,Web and ... This paper discusses the challenges in operational crisis management and describes the role of information and geo-spatial technologies in meeting those challenges.The paper discusses two main sources of data,Web and very high resolution(VHR)earth observation sensors,in terms of relevance to crisis management and techniques for information extraction and analysis.Although research in information text extraction and analysis is more advanced than in information image extraction and analysis,further research is required in both these fields to take advantage of the increasing complexity but richness of open source and VHR satellite data.The paper also discusses the use of Web,GIS and Digital Earth technologies in facilitating collaborative work,decision-making and information sharing in crisis management.Despite exciting and relevant advances in information sources,information extraction and analysis methods,and collaborative crisis technologies,the main challenge remains to convince stakeholders in operational crisis management that the adoption of these technologies will lead to enhanced and effective crisis management. 展开更多
关键词 crisis management information extraction and analysis VHR Web geo-collaborative technologies
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The Exploration of Crisis Management Strategies: Looking Back and Ahead 被引量:1
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作者 Tingru Cui Deliang Wang Jerry Wenjie Ping 《Frontiers of Business Research in China》 2016年第2期220-244,共25页
With the chaotic nature surrounds them, the understanding of of disasters and the uncertainty that how to achieve effectiveness in crisis management remains limited. This paper investigates how government applies vari... With the chaotic nature surrounds them, the understanding of of disasters and the uncertainty that how to achieve effectiveness in crisis management remains limited. This paper investigates how government applies various capabilities in the crisis management process contingent upon the nature of different disasters. By demonstrating the crisis management process from a contingent perspective, the capabilities that government should emphasise can vary according to the nature of the disaster. This study develops a framework for crisis management to serve as a guide when government is facing a crisis. 展开更多
关键词 crisis management contingency theory nature of disaster government capabilities
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The methodology of determining optimum access routes to remote areas for the purposes of crisis management
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作者 Wojciech Dawid Krzysztof Pokonieczny Marek Wyszyński 《International Journal of Digital Earth》 SCIE EI 2022年第1期1905-1928,共24页
The article presents a methodology to determine access routes to places with difficult access,situated outside the regular transport network.To determine the optimum route,the existing road network was used,along with... The article presents a methodology to determine access routes to places with difficult access,situated outside the regular transport network.To determine the optimum route,the existing road network was used,along with terrain passability maps,as well as high-resolution digital terrain models together with the traction parameters of the vehicle to enable conducting a detailed analysis of micro-relief and excluding inaccessible areas.The research was extended to include a comprehensive analysis of terrain accessibility for areas located in the vicinity of the capital cities of three European countries on various levels of economic development:Germany,Poland,and Ukraine.The degree of development of the analysed area was determined with the use of the gross domestic product(GDP),human development index(HDI),and the road quality coefficient.The case study presented in the paper illustrates the practical application of the developed methodology that was implemented to a real crisis situation.Access routes were determined for a MAN TGM 15.290 vehicle that went to take part in emergency action in buildings situated approximately 500 m away from paved roads.The developed methodology may be widely used in crisis management,where the emergency actions often require rescue units to access remote places. 展开更多
关键词 crisis management ROUTING terrain accessibility fire departments OSM
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Supporting flexible regulation of crisis management by means of situated artificial institution
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作者 Maiquel DE BRITO Lauren THEVIN +2 位作者 Catherine GARBAY Olivier BOISSIER Jomi Fred HUBNER 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2016年第4期309-324,共16页
This paper highlights the use of situated artificial institution(SAI) within a hybrid, interactive,normative multi-agent system to regulate human collaboration in crisis management. Norms regulate the actions of human... This paper highlights the use of situated artificial institution(SAI) within a hybrid, interactive,normative multi-agent system to regulate human collaboration in crisis management. Norms regulate the actions of human actors based on the dynamics of the environment in which they are situated. This dynamics results from both environment evolution and actors' actions. Our objective is to situate norms in the environment in order to provide a context-aware crisis regulation. However, this coupling must be a loose one to keep both levels independent and easyto-change in order to face the complex and changing crisis situations. To that aim, we introduce a constitutive level between environmental and normative states providing a loose coupling of normative regulation with environment evolution. Norms are thus no more referring to environmental facts but to status functions, i.e., the institutional interpretation of environmental facts through constitutive rules. We present how this declarative and distinct SAI modelling succeeds in managing the crisis with a context-aware crisis regulation. 展开更多
关键词 Situated artificial institutions(SAIs) Normative system Tangible interaction crisis management
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The role of GI-supported methods in crisis management
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作者 Hannes Seppänen Kirsi Virrantaus 《International Journal of Digital Earth》 SCIE 2010年第4期340-354,共15页
Crisis and disaster management has become an important research field in GIS during recent years.Risk assessment and situation picture-related work are particularly important areas of interest.There are distinct phase... Crisis and disaster management has become an important research field in GIS during recent years.Risk assessment and situation picture-related work are particularly important areas of interest.There are distinct phases in different crises;these can be roughly divided into mitigation,preparedness,response,and recovery.In this paper a general classification of methods in each phase is given with examples on recent or ongoing research projects.The framework is based on literature and experiences from crisis and disaster-related exercises.Three case studies are based on those exercises.The goal is to clarify the role and usability of various GI-supported methods in the crisis management process by outlining a theoretical framework and presenting examples of the developed methods.Continuously increasing amount of spatially related geographic information is a huge potential to the GI analysis and modeling methods;the concept of digital earth is the underlying mainstream that gives lots of promise to the research and development work in this field. 展开更多
关键词 geo-spatial science GEOINFORMATICS GIS digital earth crisis management
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A hybrid framework to analyze crisis management system maturity in sociotechnical systems
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作者 Kamran Gholamizadeh Esmaeil Zarei +1 位作者 Saman Poursiahbidi Omid Kalatpour 《Journal of Safety Science and Resilience》 EI CSCD 2022年第4期302-320,共19页
In recent decades,numerous catastrophic accidents have occurred worldwide,ranging from natural events(such as tsunamis,flooding,and earthquakes)to industrial events(such as mining and chemical process disasters).They ... In recent decades,numerous catastrophic accidents have occurred worldwide,ranging from natural events(such as tsunamis,flooding,and earthquakes)to industrial events(such as mining and chemical process disasters).They endanger humans,the environment,organizations,and societies,as well as national security.However,there have been few attempts to propose a model for assessing the required capabilities and potential challenges in crisis management system maturity(CMSM).Accordingly,this study proposes a framework for measuring CMSM levels in complex systems.To this end,a CMSM taxonomy was developed,including aspects,dimensions,and factors influencing the CMSM.Fuzzy inference sets and fuzzy analytical hierarchy processes are then used for knowledge acquisition,quantification of the CMSM,and dealing with epistemic uncertainty.An actual complex petrochemical plant is investigated to evaluate its capabilities.The findings revealed the most significant con-tributing factors:the CMSM’s current capability and challenges level(score),as well as the capacity to overcome the potential crisis response challenges.Moreover,the proposed model can be used as a practical approach for various chemical-processing plants. 展开更多
关键词 crisis management system maturity crisis capabilities crisis challenges Chemical process industries Fuzzy sets theory
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Crisis Management
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《Beijing Review》 2009年第14期5-5,共1页
British Prime Minister Gordon Brown sees off U.S. President Barack Obama at 10 Downing Street on April 1,after they held talks preparing for the following
关键词 crisis management
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On Management Crisis, Innovation and Patent
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作者 陈荣莲 《Journal of Shanghai University(English Edition)》 CAS 2005年第2期184-188,共5页
There are lots of management crisises in chinese enterprises with deve lopment of china's economy. There exists a bottle neck in the transition from m iddle-level to international level group for Chinese companies... There are lots of management crisises in chinese enterprises with deve lopment of china's economy. There exists a bottle neck in the transition from m iddle-level to international level group for Chinese companies. While the gener a l principles behind wise competition policy are well understood, their applicati on in particular industries and particular cases calls for careful analytical th inking. That thinking often includes economics. Innovation competition policy ca n be analyzed using the same general principles as other parts of competition po licy. It is important to understand innovation competition policy, because sever al kinds of innovation are important in the modern economy. How could such industries as software, semiconductors, and computers have been s o innovative despite historically weak patent protection? We argue that if innov ation is both sequential and complementary-as it certainly has been in those in dustries-competition can increase firms' future profits thus offsetting short- term dissipation of rents. A simple model also shows that in such a dynamic indu stry, patent protection may reduce overall innovation and social welfare. Standa rd arguments would predict that R&D intensity and productivity should have incre ased among patenting firms. 展开更多
关键词 management crisis INNOVATION PATENT competition.
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Machine Learning Based Depression,Anxiety,and Stress Predictive Model During COVID-19 Crisis
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作者 Fahd N.Al-Wesabi Hadeel Alsolai +3 位作者 Anwer Mustafa Hilal Manar Ahmed Hamza Mesfer Al Duhayyim Noha Negm 《Computers, Materials & Continua》 SCIE EI 2022年第3期5803-5820,共18页
Corona Virus Disease-2019(COVID-19)was reported at first in Wuhan city,China by December 2019.World Health Organization(WHO)declared COVID-19 as a pandemic i.e.,global health crisis onMarch 11,2020.The outbreak of COV... Corona Virus Disease-2019(COVID-19)was reported at first in Wuhan city,China by December 2019.World Health Organization(WHO)declared COVID-19 as a pandemic i.e.,global health crisis onMarch 11,2020.The outbreak of COVID-19 pandemic and subsequent lockdowns to curb the spread,not only affected the economic status of a number of countries,but it also resulted in increased levels of Depression,Anxiety,and Stress(DAS)among people.Therefore,there is a need exists to comprehend the relationship among psycho-social factors in a country that is hypothetically affected by high levels of stress and fear;with tremendously-limitingmeasures of social distancing and lockdown in force;and with high rates of new cases and mortalities.With this motivation,the current study aims at investigating theDAS levels among college students during COVID-19 lockdown since they are identified as a highly-susceptible population.The current study proposes to develop Intelligent Feature Subset Selection withMachine Learning-based DAS predictive(IFSSML-DAS)model.The presented IFSSML-DAS model involves data preprocessing,Feature Subset Selection(FSS),classification,and parameter tuning.Besides,IFSSML-DAS model uses Group Gray Wolf Optimization based FSS(GGWO-FSS)technique to reduce the curse of dimensionality.In addition,Beetle Swarm Optimization based Least Square Support Vector Machine(BSO-LSSVM)model is also employed for classification in which the weight and bias parameters of the LSSVM model are optimally adjusted using BSO algorithm.The performance of the proposed IFSSML-DAS model was tested using a benchmark DASS-21 dataset and the results were investigated under different measures.The outcome of the study suggests the development of specialized programs to handleDAS among population so as to overcome COVID-19 crisis. 展开更多
关键词 Psycho-social factors covid-19 crisis management predictive models decision making machine learning
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The Dimensions and Management of China-US Financial Competition
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作者 Zhang Falin 《Contemporary International Relations》 2020年第3期11-36,共26页
During a period of profound adjustments to the international power structure,China-US financial competition may intensify and lead to a crisis for the international financial system and even the international power sy... During a period of profound adjustments to the international power structure,China-US financial competition may intensify and lead to a crisis for the international financial system and even the international power system.The China-US financial relationship is structured in mainly four dimensions:the international monetary system,bilateral financial exchanges,the international financial system and the construction of international financial and/or economic concepts.Management of this competition relationship is thereby four-pronged:managing the relationship between the RMB and the US dollar in the international monetary system,the China-US bilateral creditor-debtor relationship,the indirect China-US relationship in global financial governance organizations and normative frameworks,and the divergence of both countries in regard to their economic ideologies.In particular,to stabilize the international monetary system,China should postpone the strategic confrontation between the RMB and the US dollar,strengthening their complementarity and cooperation based on market choice and their monetary function.Meanwhile,China should be prudent as a creditor to the United States,neither coerced by its over-reliance on American financial markets,nor tempted to weaponize the US debt by dumping US bonds.Also,before aiming for systematic reforms,China should first aim to become a stakeholder in the current global financial governance system by comprehensively accepting and becoming deeply integrated into it.Finally,China should avoid the economic competition model between China and the United States,and should instead apply the“Chinese Approach”to better facilitate solutions to international problems.These approaches to crisis management aim to help China endure this turbulent period of the international power system with more prudent strategies and policies,and to maintain a relatively stable international financial and economic environment for the sustained rise of its economy and for the rejuvenation of the Chinese nation. 展开更多
关键词 China-US financial relations financial competition crisis management global financial governance
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