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Workplace territorial behaviors and employee knowledge sharing: Team identification mediation and task interdependence moderation
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作者 Ziyuan Meng Yongjun Chen Hui Wang 《Journal of Psychology in Africa》 2025年第4期489-496,共8页
This study tested a multilevel model of the workplace territorial behaviors and employees’knowledge sharing relationship,with team identification serving as a mediator and task interdependence as a moderator.Data wer... This study tested a multilevel model of the workplace territorial behaviors and employees’knowledge sharing relationship,with team identification serving as a mediator and task interdependence as a moderator.Data were collected from 253 employees(females=128,mean age=28.626,SD=6.470)from 40 work teams from different industries in China.Path analysis results indicated that workplace territorial behaviors were associated with lower employee knowledge sharing.Team identification enhanced employee knowledge sharing and partially mediated the relationship between workplace territorial behaviors and employee knowledge sharing.Task interdependence enhanced knowledge sharing and strengthened the relationship between team identification and knowledge sharing.Thesefindings extend the proposition of social information processing theory by revealing the mediating role of team identification in the relationship between workplace territorial behaviors and knowledge sharing,and clarifying the boundary conditions of team identification.Practical implications of thesefindings include a need for managers to foster collaborative atmospheres,design interdependent tasks,and mitigate territorial behaviors to enhance team identification and knowledge sharing. 展开更多
关键词 workplace territorial behaviors team identification knowledge sharing task interdependence social information processing theory
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New text classification algorithm based on interdependence and equivalent radius
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作者 王洪伟 伊磊 王建会 《Journal of Southeast University(English Edition)》 EI CAS 2007年第1期63-69,共7页
To improve the traditional classifying methods, such as vector space model (VSM)-based methods with highly complicated computation and poor scalability, a new classifying method ( called IER) is presented based on... To improve the traditional classifying methods, such as vector space model (VSM)-based methods with highly complicated computation and poor scalability, a new classifying method ( called IER) is presented based on two new concepts: interdependence and equivalent radius. In IER, the attribute is selected according to the value of interdependence, and the classifying rule is based on equivalent radius and center of gravity. The algorithm analysis shows that IER is good at classifying a large number of samples with higher scalability and lower computation complexity. After several experiments in classifying Chinese texts, the conclusion is drawn that IER outperforms k-nearest neighbor (kNN) and classifcation based on the center of classes (CCC) methods, so IER can be used online to automatically classify a large number of samples while keeping higher precision and recall. 展开更多
关键词 CLASSIFICATION equivalent radius vector space interdependence interdependence and equivalent radius
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Effect of Starch/Polylactic Acid Ratio on the Interdependence of Two-Phase and the Properties of Composites 被引量:3
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作者 左迎峰 GU Jiyou +3 位作者 CAO Jun WEI Shuangying TAN Haiyan 张彦华 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2015年第5期1108-1114,共7页
Starch/polylactic acid(PLA) composites were prepared by melt extrusion, with corn starch and PLA as raw materials, glycerol as the plasticizer. Effects of starch/PLA ratio on the interdependence of two-phase and other... Starch/polylactic acid(PLA) composites were prepared by melt extrusion, with corn starch and PLA as raw materials, glycerol as the plasticizer. Effects of starch/PLA ratio on the interdependence of two-phase and other properties of the composites were studied. The combination of results of TGA with SEM indicated that the interdependence between starch and PLA was increased gradually as the starch/PLA ratio reduced. DSC results showed that the glass transition temperature(Tg), melting temperature(Tm) and degree of crystallinity of PLA in composites were increased gradually, whereas the cold crystallization temperature(Tc) was gradually decreased as the starch/PLA ratio reduced. The rheological properties of composites were closely related with the interdependence of two-phase, with reducing starch/PLA proportion, the interdependence was increased, and then the strain for storage modulus was firstl reduced and then gradually increased. Frequency scanning showed that the storage modulus and complex viscosity were decreased with reducing starch content. As the starch/PLA ratio reduced, the matrix phase PLA was increased, so that the strength of composites was increased gradually, whereas water absorption rate was decreased gradually. 展开更多
关键词 corn starch polylactic acid mixing ratio interdependence of two-phase PROPERTIES
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Regional Interdependence: A Model That Needs to Be Integrated in the Functional Evaluation and Physiotherapy Treatment—Part 1 被引量:2
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作者 Luca Collebrusco Rita Lombardini Giovanna Censi 《Open Journal of Therapy and Rehabilitation》 2016年第3期117-124,共8页
Background: Rehabilitation is increasing the need to use codes in order to make both a functional diagnosis and a therapeutic intervention as correct and targeted as possible. Thus, it is very important to integrate t... Background: Rehabilitation is increasing the need to use codes in order to make both a functional diagnosis and a therapeutic intervention as correct and targeted as possible. Thus, it is very important to integrate the model of Regional Interdependence (RI) in the classical rehabilitation evaluation methods, since it will be of help for understanding, solving dysfunctional problems, and improving the patient management, which is often difficult given the fact that there is no concordance on functional tests and timing of treatments. The RI should be added to the functional evaluation each time that a patient presents symptoms in a specific location, which interest also distal regions. This is due to the functional and anatomical connections of the myofascial system, vascular, autonomic nervous system (ANS), the peripheral nervous system (PNS) and the neuro-immunoendocrine system. The RI can be summarized into three groups that are correlated when it comes to applying it practically: upper, bottom and front quadrant. Adding the concept of RI to the clinical and therapeutically practice, it would have positive effects on improving the quality of life and allocate better health’s resources. The aim of this paper is to make the functional assessment in clinical practice faster and more standardized. 展开更多
关键词 Physical Therapy Regional interdependence REHABILITATION NUTRITION
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Currencies of greater interest for central Asian economies:an analysis of exchange market pressure amid global and regional interdependence
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作者 Devendra Kumar Jain Naqeeb Ur‑Rehman +1 位作者 Omonjon Ganiev Kapil Arora 《Financial Innovation》 2023年第1期1275-1292,共18页
Central Asian Economies(CAEs)have diverse exchange rate policies.They have recorded higher volatility in the foreign exchange market since inception.High volatility of the transition era has drifted these economies to... Central Asian Economies(CAEs)have diverse exchange rate policies.They have recorded higher volatility in the foreign exchange market since inception.High volatility of the transition era has drifted these economies towards partial dollarization.Monetary authorities in CAEs,(already have a challenge of maintaining monetary policy autonomy)have a gigantic task of price stability and stopping the spread of dollarization.This study is directed towards assessing the drivers and the determinants of foreign exchange market pressure in CAEs.The results,based on panel data analysis and the System GMM model,have provided useful insights about the exchange market pressure determinants particularly USD,Euro,Ruble,and Renminbi.The results show that China and Russia exchange market pressure has a negative effect on the exchange market pressure of CAEs.While the dollar index shows a positive impact on the exchange market pressure of CAEs.Overall,the findings imply that China and Russia currency appreciation results in a trade deficit across CAEs.The policy implication suggests that the floating exchange rate regime(inflation targeting regime)is not in favor of CAEs,and they must use managed-float to reduce their trade deficits. 展开更多
关键词 Exchange market pressures Central Asian economies Exchange markets Financial market interdependence Transition economies
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Autonomy and interdependence: quandaries in research ethics
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作者 Bolatito Lanre-Abass 《Health》 2012年第4期173-184,共12页
The autonomy of research participants is crucial in research ethics without which it will be difficult to carry out research. Central to the concept of autonomy is the debate on whether the cultural norms of individua... The autonomy of research participants is crucial in research ethics without which it will be difficult to carry out research. Central to the concept of autonomy is the debate on whether the cultural norms of individuals (particularly women) should be given priority in settings where these norms require that researchers should go through male heads such as husbands and traditional leaders. This paper examines issues relating to the autonomy of women in research ethics. It highlights the far-reaching implications of autonomy for women participating in research using Islam as a religion and Africa as case studies. The paper takes a look at what obtains in Ghana and Nigeria as African countries with diverse religious sects highlighting at the same time the extent to which women are autonomous in some Islamic parts of India and Pakistan. The paper stresses that in spite of certain factors limiting the autonomy of women in Africa and Islam, there is need for a more robust account of autonomy. It takes a relational approach to autonomy concluding at the same time that the best way to do bioethics is to be culture-sensitive. 展开更多
关键词 AUTONOMY interdependence Research PARTICIPANTS RELATIONAL AUTONOMY RIGHTS Culture and DIGNITY
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Use of fractal geometry to propose a new mechanism of airway-parenchymal interdependence
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作者 Kyongyob Min Keita Hosoi +4 位作者 Yoshinori Kinoshita Satoshi Hara Hiroyuki Degami Tetsuo Takada Takahiko Nakamura 《Open Journal of Molecular and Integrative Physiology》 2012年第1期14-20,共7页
The topic of airway-parenchymal interdependence (API) is of great importance to those interested in identifying factors that influence airway patency. A carefully designed experiment has raised questions about the cla... The topic of airway-parenchymal interdependence (API) is of great importance to those interested in identifying factors that influence airway patency. A carefully designed experiment has raised questions about the classical concept of API. This paper proposes a new mechanism of API. The pulmonary lobe is an aggregated body consisting of many Miller’s lobular polyhedrons and a fractal bronchial tree. The fractal cartilaginous bronchial tree was assumed to be characterized by both Horton’s ratio (Lj+1/Lj=2λ, where Lj+1, and Lj denote the mean lengths of branches at Horsfield’ order of j + 1 and j) and power laws between diameters and lengths of branches. Fluid dynamic parameters of fractal trees were assumed to be interrelated among powers and λ. A non-cartilaginous lobular bronchiole is adjoined to the edge of a lobular polyhedron, and is encircled by an inextensible basement membrane to reflect a reversible relationship of rlLl = constant(c), where rl and Ll denote the diameter and the length of a lobular bronchiole, respectively. API at the level of the lobu-lar bronchiole was described by log(rl) = -(1+λ)/(1+5λ)log(hl/c), where rl and hl denote the diameter of the lobular bronchiole and the parenchymal parameter relating the size of the lobular polyhedron, respectively. If the distribution in sizes of the lobular polyhedrons was described by a Weibull’s probability density function characterized by the shape parameter m as well as the fractal parameter λ = 0.5, the diameter R of a cartilaginous bronchial branch was determined by log(R) = F - 3/7log(h/c), where F(m) denotes a function of m, and h denotes the mean size of the polyhedrons in the lobe. As a conclusion, API can be described by a combination of both lobular API and corresponding adaptive changes in the degree of contraction of airway smooth muscles. 展开更多
关键词 SELF-SIMILARITY of BRONCHIAL Branching Power LAWS FRACTAL Geometry Airways-Parenchymal interdependence
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Regional Interdependence: A Practical Guidance in Rehabilitation Clinic—Part 2
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作者 Luca Collebrusco Rita Lombardini Giovanna Censi 《Open Journal of Therapy and Rehabilitation》 2017年第1期11-28,共18页
Background: This work has the purpose of describing a well standardized therapeutic path in reference to the article “Regional Interdependence: A model that needs to be integrated in the functional evaluation and Phy... Background: This work has the purpose of describing a well standardized therapeutic path in reference to the article “Regional Interdependence: A model that needs to be integrated in the functional evaluation and Physiotherapy treatment—Part. 1,(doi.org/10.4236/ojtr.2016.43010)” in the form of practical guidance in reference to Figure A1. The approach we describe provides standardized techniques for each joint regional quadrant in order to be used in rehabilitation clinic. Therapeutic techniques will also be classified according to the type of maneuver as classified in the literature. 展开更多
关键词 Physical Therapy REGIONAL interdependence REHABILITATION VISCERAL OSTEOPATHIC OSTEOPATHIC Treatment
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Fisheries Management under Ecological Interdependence: The Case of European Hake and Blue Whiting Fishery
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作者 Marcos Pérez-Pérez M. Dolores Garza-Gil Manuel Varela-Lafuente 《Natural Resources》 2017年第8期569-581,共13页
In mixed fisheries where there is an increased ecological interdependence between two or more target species, the possibilities of fishing these species must be determined jointly, since catches of one species will im... In mixed fisheries where there is an increased ecological interdependence between two or more target species, the possibilities of fishing these species must be determined jointly, since catches of one species will impact the natural growth not only of that species but of the others, as well. The objective of this paper is to develop a predator-prey model for two major species caught by the EU fishing fleet on European Union fishing grounds. The predator and prey’s population dynamics follow the Lotka-Volterra equation and are assumed to be logic-based, and a lineal interaction between the predator and prey populations is assumed. Optimal single owner multispecies fishery management is analysed, and the applied model is solved, obtaining the equilibrium value of biomasses, catches, and net benefits of the mixed fishery. The results show that the MSY of the predator is higher than that estimated by ICES, while MSY for prey is lower. The sensitivity analysis of the results reveals that the biomass levels of both species decrease as the discount rate increases, while catches increase. 展开更多
关键词 ECOLOGICAL interdependence Mixed FISHERY PREDATOR-PREY Model European HAKE Blue WHITING
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Independence Through Interdependence
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作者 David Morris 《Beijing Review》 2025年第31期22-23,共2页
Australian Prime Minister Anthony Albanese spent a week in China from July 12 to 18.After his landslide second election victory and the careful gro undwork of recent years,this investment of time in China-unmatched by... Australian Prime Minister Anthony Albanese spent a week in China from July 12 to 18.After his landslide second election victory and the careful gro undwork of recent years,this investment of time in China-unmatched by any other world leader in recent years-clearly signals that Australia wants to pursue an age nda for growth in the relationship. 展开更多
关键词 australian prime minister age nda growth relationship anthony albanese china interdependence election victory INDEPENDENCE relationship growth
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An Overview of China and Japan Economic Relations and Interdependence
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作者 Bowen Xu 《Advances in Social Behavior Research》 2024年第9期77-79,共3页
This paper explores the evolving economic relationship and interdependence between China and Japan,two of the world's largest economies.Since the normalization of diplomatic relations,Sino-Japanese economic ties h... This paper explores the evolving economic relationship and interdependence between China and Japan,two of the world's largest economies.Since the normalization of diplomatic relations,Sino-Japanese economic ties have expanded from simple trade to a comprehensive,multi-faceted partnership,encompassing bilateral trade,investment,financial cooperation,and regional integration.Despite challenges such as anti-globalization,trade protectionism,and the impact of the COVID-19 pandemic,there is significant potential for collaboration in emerging fields like the digital economy,artificial intelligence,and public health.The analysis reveals an asymmetric interdependence,with China exhibiting sensitivity but not vulnerability in this relationship.This dynamic has implications for both countries'economic policies and regional stability.The paper also examines the role of power asymmetries and the strategic adjustments made by Japan,including its increased engagement with India.It concludes by emphasizing the importance of understanding this complex relationship for the development of future economic policies and regional stability. 展开更多
关键词 Sino-Japanese economic relations interdependence regional economic cooperation
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50 Years of Economic and Trade Cooperation Between China and Thailand: Current Situations and Prospects
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作者 Wang Qin 《China's Foreign Trade》 2025年第4期8-18,共11页
The year 2025 marks the 50th anniversary of the establishment of diplomatic relations between China and Thailand,as well as the“Golden Jubilee of Sino-Thai Friendship”.Over the past half-century,the scale and scope ... The year 2025 marks the 50th anniversary of the establishment of diplomatic relations between China and Thailand,as well as the“Golden Jubilee of Sino-Thai Friendship”.Over the past half-century,the scale and scope of economic and trade cooperation between China and Thailand have dramatically expanded.Both nations have strengthened their bilateral economic ties,which have increasingly strengthened their interdependence and.complementarity,presenting a broad prospect of mutual benefit and win-win cooperation. 展开更多
关键词 interdependence economic trade cooperation economic cooperation diplomatic relations trade cooperation Sino Thai friendship establishment diplomatic relations complementarity
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Interdependence between transportation system and power distribution system: a comprehensive review on models and applications 被引量:22
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作者 Wei WEI Danman WU +2 位作者 Qiuwei WU Miadreza SHAFIE-KHAH Joao PSCATALAO 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2019年第3期433-448,共16页
The rapidly increasing penetration of electric vehicles(EVs) in modern metropolises has been witnessed during the past decade, inspired by financial subsidies as well as public awareness of climate change and environm... The rapidly increasing penetration of electric vehicles(EVs) in modern metropolises has been witnessed during the past decade, inspired by financial subsidies as well as public awareness of climate change and environment pro-tection. Integrating charging facilities, especially highpower chargers in fast charging stations, into power distribution systems remarkably alters the traditional load flow pattern, and thus imposes great challenges on the operation of distribution network in which controllable resources are rare. On the other hand, provided with appropriate incentives, the energy storage capability of electric vehicle offers a unique opportunity to facilitate the integration of distributed wind and solar power generation into power distribution system. The above trends call for thorough investigation and research on the interdependence between transportation system and power distribution system. This paper conducts a comprehensive survey on this line of research. The basic models of transportation system and power distribution system are introduced,especially the user equilibrium model, which describes the vehicular flow on each road segment and is not familiar to the readers in power system community. The modelling of interdependence across the two systems is highlighted.Taking into account such interdependence, applications ranging from long-term planning to short-term operation are reviewed with emphasis on comparing the description of traffic-power interdependence. Finally, an outlook of prospective directions and key technologies in future research is summarized. 展开更多
关键词 Charging station Electric vehicle(EV) interdependence Power flow Power distribution system Transportation system User equilibrium
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Growing Economic Interdependence of China and the Gulf Cooperation Council 被引量:1
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作者 Michael Thorpe Sumit Mitra 《China & World Economy》 SCIE 2008年第2期109-124,共16页
The six nations of the Gulf Cooperation Council (GCC) have approximately 40percent of total proven oil reserves as well as 23 percent of the world's gas reserves. Although rising oil revenues have led to greater ou... The six nations of the Gulf Cooperation Council (GCC) have approximately 40percent of total proven oil reserves as well as 23 percent of the world's gas reserves. Although rising oil revenues have led to greater outward investment flows, there is also a growing need for significant expansion of the domestic energy sector's capacity. Meanwhile, China's sustained economic boom has resulted in China emerging as the world's second largest consumer and importer o foil, with close to 40percent of its import demand presently sourced from the GCC. This share will grow significantly in the future. Commercial relations between the GCC and China have to date been dominated by energy-related bilateral investment flows and China's oil imports. Although this will continue to be a central feature, trade and investment links in non-energy areas will further broaden and deepen the relationship. China 's relationship with the USA in terms of energy is also emerging as a major issue. Rather than being competitors, a mutual dependence on stable and secure supplies from the GCC highlights the need for a cooperative relationship. 展开更多
关键词 China Gulf Cooperation Council economic interdependence OIL
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A Multiple Negotiations Model Considering Interdependence between Discrete Issues Across Negotiations 被引量:1
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作者 Lei Niu Litian Huang +1 位作者 Jinhua Zhao Xinguo Yu 《Journal of Systems Science and Systems Engineering》 SCIE EI CSCD 2021年第4期417-432,共16页
The research of multiple negotiations considering issue interdependence across negotiations is considered as a complex research topic in agent negotiation. In the multiple negotiations scenario, an agent conducts mult... The research of multiple negotiations considering issue interdependence across negotiations is considered as a complex research topic in agent negotiation. In the multiple negotiations scenario, an agent conducts multiple negotiations with opponents for different negotiation goals, and issues in a single negotiation might be interdependent with issues in other negotiations. Moreover, the utility functions involved in multiple negotiations might be nonlinear, e.g., the issues involved in multiple negotiations are discrete. Considering this research problem, the current work may not well handle multiple interdependent negotiations with complex utility functions, where issues involved in utility functions are discrete. Regarding utility functions involving discrete issues, an agent may not find an offer exactly satisfying its expected utility during the negotiation process. Furthermore, as sub-offers on issues in every single negotiation might be restricted by the interdependence relationships with issues in other negotiations, it is even harder for the agent to find an offer satisfying the expected utility and all involved issue interdependence at the same time, leading to a high failure rate of processing multiple negotiations as a final outcome. To resolve this challenge, this paper presents a negotiation model for multiple negotiations, where interdependence exists between discrete issues across multiple negotiations. By introducing the formal definition of “interdependence between discrete issues across negotiations”, the proposed negotiation model applies the multiple alternating offers protocol, the clustered negotiation procedure and the proposed negotiation strategy to handle multiple interdependent negotiations with discrete issues. In the proposed strategy, the “tolerance value” is introduced as an agent’s consideration to balance between the overall negotiation goal and the negotiation outcomes. The experimental results show that, 1) the proposed model well handles the multiple negotiations with interdependence between discrete issues, 2) the proposed approach is able to help agents in the decision-making process of proposing acceptable offers, 3) an agent can choose a proper “tolerance value” to balance between the success rate of multiple negotiations and its expected utility. 展开更多
关键词 multiple negotiations discrete issues interdependence relationships nonlinear utility functions
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Component Importance and Interdependence Analysis for Transmission, Distribution and Communication Systems 被引量:1
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作者 Tao Fu Dexin Wang +1 位作者 Xiaoyuan Fan Qiuhua Huang 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2022年第2期488-498,共11页
For critical infrastructure restoration planning,the real-time scheduling and coordination of system restoration efforts,the key in decision-making is to prioritize those critical components that are out of service du... For critical infrastructure restoration planning,the real-time scheduling and coordination of system restoration efforts,the key in decision-making is to prioritize those critical components that are out of service during the restoration.For this purpose,there is a need for component importance analysis.While it has been investigated extensively for individual systems,component importance considering interdependence among transmission,distribution and communication(T&D&C)systems has not been systematically analyzed and widely adopted.In this study,we propose a component importance assessment method in the context of interdependence between T&D&C networks.Analytic methods for multilayer networks and a set of metrics have been applied for assessing the component importance and interdependence between T&D&C networks based on their physical characteristics.The proposed methodology is further validated with integrated synthetic Illinois regional transmission,distribution,and communication(T&D&C)systems,the results reveal the unique characteristics of component/node importance,which may be strongly affected by the network topology and cross-domain node mapping. 展开更多
关键词 Multilayer network interdependence computer networks
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Sino-Iranian Asymmetrical Interdependence in Light of the Iran Nuclear Issue 被引量:1
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作者 Joris Teer Suolao Wang 《Asian Journal of Middle Eastern and Islamic Studies》 2018年第2期167-192,共26页
This article studies how the asymmetrically interdependent Sino-Iranian relationship evolved in light of two major events that both introduced a new phase of the Iran Nuclear Issue:the implementation of the US,EU and ... This article studies how the asymmetrically interdependent Sino-Iranian relationship evolved in light of two major events that both introduced a new phase of the Iran Nuclear Issue:the implementation of the US,EU and UN sanctions on Iran(2010),and the implementation of the Joint Comprehensive Plan of Action(2016).Specifically,it answers the research question:How did the asymmetrically interdependent relationship between Iran and China developed during the three phases of the Iran Nuclear Issue:the pre-sanctions period(2004–2010),the sanctions period(2010 to January 2016),and the period after the implementation of the JCPOA(2016 and 2017)?It provides Keohane and Nye’s definition of asymmetrical interdependence,and uses this definition of asymmetrical interdependence as an analytical tool to select three major areas of connectivity in the Sino-Iranian relationship.These are[1]Commercial Ties,consisting of[1a]Energy Ties,[1b];Military Cooperation(i.e.,arms trade),and,[1c]EU-Iranian Trade as a percentage of Sino-Iranian trade,[2]Technological Comparative Advantage,Assistance,and Cooperation consisting of[2a]Infrastructure,and[2b]Technology,and[3]Additional Strategic Value,which consists of subsections[3a]Additional Strategic Assets,and[3b]Ideological Value.By means of analysis of these categories,this article concludes that,overall,in the period after the 2010 United States,European Union and United Nations Security Council sanctions on Iran came into effect(2011–2015),Iran was more asymmetrically dependent on China than it had been before this event(2004–2010).Nevertheless,this surplus of asymmetrical dependence on China has decreased significantly because of the implementation of the JCPOA(2016–2017). 展开更多
关键词 Sino-Iranian relations Iranian nuclear issue asymmetrical interdependence
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Globalization,interdependence and education
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作者 Deane Neubauer 《Frontiers of Education in China》 2007年第3期309-324,共16页
Contemporary globalization is marked by rapidly and dramatically increasing interdependence,which operates both within and among countries.Increasing global interdependence has profound influence on education at all l... Contemporary globalization is marked by rapidly and dramatically increasing interdependence,which operates both within and among countries.Increasing global interdependence has profound influence on education at all levels,such as how to deal with a world with more permeable boundaries in which people are on the move more frequently(migration)than ever before in human history,and in which urbanization is increasing at an unprecedented rate.This paper proposes a transformational analysis of contemporary globalization and identifies the increasing challenge for education due to the globalization,including the struggle to match the pace of technology change in society,to provide graduates with skills relevant to contemporary society,and to lead education students to an accommodation with persistent and rapid social change. 展开更多
关键词 GLOBALIZATION interdependence the chance of education education development
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A robustness assessment approach for transportation networks with cyber-physical interdependencies
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作者 Konstantinos Ntafloukas Liliana Pasquale +1 位作者 Beatriz Martinez-Pastor Daniel P.McCrum 《Resilient Cities and Structures》 2025年第1期71-82,共12页
While in the past the robustness of transportation networks was studied considering the cyber and physical space as isolated environments this is no longer the case.Integrating the Internet of Things devices in the se... While in the past the robustness of transportation networks was studied considering the cyber and physical space as isolated environments this is no longer the case.Integrating the Internet of Things devices in the sensing area of transportation infrastructure has resulted in ubiquitous cyber-physical systems and increasing interdependen-cies between the physical and cyber networks.As a result,the robustness of transportation networks relies on the uninterrupted serviceability of physical and cyber networks.Current studies on interdependent networks overlook the civil engineering aspect of cyber-physical systems.Firstly,they rely on the assumption of a uniform and strong level of interdependency.That is,once a node within a network fails its counterpart fails immedi-ately.Current studies overlook the impact of earthquake and other natural hazards on the operation of modern transportation infrastructure,that now serve as a cyber-physical system.The last is responsible not only for the physical operation(e.g.,flow of vehicles)but also for the continuous data transmission and subsequently the cy-ber operation of the entire transportation network.Therefore,the robustness of modern transportation networks should be modelled from a new cyber-physical perspective that includes civil engineering aspects.In this paper,we propose a new robustness assessment approach for modern transportation networks and their underlying in-terdependent physical and cyber network,subjected to earthquake events.The novelty relies on the modelling of interdependent networks,in the form of a graph,based on their interdependency levels.We associate the service-ability level of the coupled physical and cyber network with the damage states induced by earthquake events.Robustness is then measured as a degradation of the cyber-physical serviceability level.The application of the approach is demonstrated by studying an illustrative transportation network using seismic data from real-world transportation infrastructure.Furthermore,we propose the integration of a robustness improvement indicator based on physical and cyber attributes to enhance the cyber-physical serviceability level.Results indicate an improvement in robustness level(i.e.,41%)by adopting the proposed robustness improvement indicator.The usefulness of our approach is highlighted by comparing it with other methods that consider strong interdepen-dencies and key node protection strategies.The approach is of interest to stakeholders who are attempting to incorporate cyber-physical systems into civil engineering systems. 展开更多
关键词 Transportation network Cyber-physical Robustness Interdependencies Natural hazards Robustness improvement indicator
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