213 research outputs found
Cognitive Trap: Misperceptions in the US and China Relations
Existing scholarship focuses on power or dysfunctional institutions to explain instability of international relations and resulting conflict among great powers. We argue that the extant deterioration of the US-China relation is the result of cognition based on self-centric generated misperception. Our study shows that rather than asymmetric power distribution or the dysfunctional institutions, it is biased and distorted cognition that trigger misunderstanding, which ultimately invites the spiral escalation of suspicions and hostile competition between the two sides. Our argument is primarily justified by our critique over normative approaches, and our proposed political-cognitive model; and then we evaluate the political implications of neglected commonalities, ignored distinctions and exaggerated differences in each party’s cognitive processes. Utilizing several analytical variables incorporating observable past experiences and current development in the power transition and in domestic politics of both countries, we found how often the states can be easily galvanized into actions of hostility with misperceptions; and how easy a benign environment for co-evolution can be cooked down to vicious situation for confrontation. We concluded that any action taken by great powers in their relations are the result of cognitive approaches. Clarifying ignorance and misinterpretations in their cognitive activities help mitigate the tensions instigated by biases and distortions. Competition through reciprocity for the great power relations is critical not only due to the deadly constraints in the militarily option, it is pragmatically most cost-beneficial because all it requires is to nurture appropriate cognition that respects the difference over uniformity, and trust regime's rationality for innovation
Heterogeneous Entity Matching with Complex Attribute Associations using BERT and Neural Networks
Across various domains, data from different sources such as Baidu Baike and
Wikipedia often manifest in distinct forms. Current entity matching
methodologies predominantly focus on homogeneous data, characterized by
attributes that share the same structure and concise attribute values. However,
this orientation poses challenges in handling data with diverse formats.
Moreover, prevailing approaches aggregate the similarity of attribute values
between corresponding attributes to ascertain entity similarity. Yet, they
often overlook the intricate interrelationships between attributes, where one
attribute may have multiple associations. The simplistic approach of pairwise
attribute comparison fails to harness the wealth of information encapsulated
within entities.To address these challenges, we introduce a novel entity
matching model, dubbed Entity Matching Model for Capturing Complex Attribute
Relationships(EMM-CCAR),built upon pre-trained models. Specifically, this model
transforms the matching task into a sequence matching problem to mitigate the
impact of varying data formats. Moreover, by introducing attention mechanisms,
it identifies complex relationships between attributes, emphasizing the degree
of matching among multiple attributes rather than one-to-one correspondences.
Through the integration of the EMM-CCAR model, we adeptly surmount the
challenges posed by data heterogeneity and intricate attribute
interdependencies. In comparison with the prevalent DER-SSM and Ditto
approaches, our model achieves improvements of approximately 4% and 1% in F1
scores, respectively. This furnishes a robust solution for addressing the
intricacies of attribute complexity in entity matching
The Legal Organization of Administrative Responsibility in the Palestinian POLICE: In Accordance with Palestinian POLICE Decree No. (23) of 2017
This study seeks to clarify the administrative system of administrative accountability in the Palestinian POLICE, by clarifying the structural and procedural structure to arrive at an administrative identification, and we will work on clarifying the strengths in the POLICE decree and on clarifying the deficiencies in the Palestinian POLICE decree, We will explain what the obstacles that hindered the progress of the Palestinian POLICE are and how the Palestinian POLICE overcame and excelled from an administrative point of view, The study did not stop there. It addressed aspects of administrative grievance and administrative appeals against administrative decisions of workers in the Palestinian POLICE. It explained these procedures in line with the modern administrative vision of the Palestinian POLICE, which aims to raise the administrative system in the POLICE to the highest level of transparency and integrity following the principle Equality according to international standards. Keywords: Administrative law, administrative responsibility, disciplinary violations, behavioral violations, administrative decision, administrative appeal, Palestinian POLICE. DOI: 10.7176/JLPG/96-12 Publication date: April 30th 202
The Constitutionality of Emergency Laws in Light of the Emerging Pandemic of the Coronavirus: A Comparative Study
The state of emergency is considered a serious and threatening situation that threatens public order in the whole country or part of it due to internal or external war, natural disasters or the spread of a pandemic, and in this study, we will specialize in researching the declared state of emergency in both Palestine and China in light of the Corona pandemic, Whereas, of course, the idea of ​​the emergency law stems from the theories in constitutional law and the fact that many countries treat the state of emergency as a constitutional right granted to the executive in the form of a fortified constitutional decision.To declare a state of emergency, there are some important conditions. It is not permissible to declare a state of emergency without the availability of one of them, which involves the presence of a threat to the public order, The measures taken must be commensurate with the size of the risk, provided that the decree declaring the state of emergency includes the temporal and spatial scale, otherwise the decree is not considered void.The Palestinian legal system was distinguished by a precise definition of the steps to take the state of emergency with the support of the Palestinian Public Health Law and the supporting laws necessary to deal with epidemics, while the Chinese law was characterized by the existence of provisions in the constitutional law as well, but they were broad terms that needed more specificity regard to the competent authorities to extend The state of emergency and the percentage required to pass the decision to extend the state of emergency and other things were indicated in the study.This study also dealt with talk about the field effects on the executive authority, the legislature, and the judiciary in the event of an emergency, as this study examined the legal nature of the emergency law how to deal with both the Palestinian and Chinese legal systems and the extent to which the emergency law can be abolished if it is found not necessary. Keywords: Constitutional Law, Administrative law, Palestinian Basic Law 2003, Chinese Constitution 1982, Public Health Law, Emergency Law, Martial Provisions, Coronavirus pandemic. DOI: 10.7176/JLPG/102-03 Publication date:October 31st 202
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NEMO Binds Ubiquitinated TANK-Binding Kinase 1 (TBK1) to Regulate Innate Immune Responses to RNA Viruses
RIG-I-like receptors (RLR) are intracellular sensors utilized by nearly all cell types for recognition of viral RNA, initiation of antiviral defense, and induction of type I interferons (IFN). TBK1 is a critical kinase implicated in RLR-dependent IFN transcription. Posttranslational modification of TBK1 by K63-linked ubiquitin is required for RLR driven signaling. However, the TBK1 ubiquitin acceptor sites and the function of ubiquitinated TBK1 in the signaling cascade are unknown. We now show that TBK1 is ubiquitinated on residues K69, K154, and K372 in response to infection with RNA virus. The K69 and K154 residues are critical for innate antiviral responses and IFN production. Ubiquitinated TBK1 recruits the downstream adaptor NEMO through ubiquitin binding domains. The assembly of the NEMO/TBK1 complex on the mitochondrial protein MAVS leads to activation of TBK1 kinase activity and phosphorylation of the transcription factor, interferon response factor 3. The combined results refine current views of RLR signaling, define the role of TBK1 polyubiquitination, and detail the mechanisms involved in signalosome assembly
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Hydrological variations in central China over the past millennium and their links to the Tropic Pacific and North Atlantic Oceans
Variations of precipitation, aka the Meiyu rain, in East Asian summer monsoon (EASM) domain during the last millennium could help enlighten the hydrological response to future global warming. Here we present a precisely dated and highly resolved stalagmite δ18O record from the Yongxing Cave, central China. Our new record, combined with a previously published one from the same cave, indicates that the Meiyu rain has changed dramatically in association with the global temperature change. In particular, our record shows that the Meiyu rain has been weakened during the Medieval Climate Anomaly (MCA), but intensified during the Little Ice Age (LIA). During the Current Warm Period (CWP), our record indicates a similar weakening of the Meiyu rain. Furthermore, during the MCA and CWP, our records show that the atmospheric precipitation is similarly wet in northern China and similarly dry in central China, but relatively wet during the CWP in southern China. This spatial discrepancy indicates a complicated localized response of the regional precipitation to the anthropogenic forcing. The weakened (intensified) Meiyu rain during the MCA (LIA) matches well with the warm (cold) phases of Northern Hemisphere surface air temperature. This Meiyu rain pattern also corresponds well with the climatic conditions over the Tropical Indo-Pacific warm pool. On the other hand, our record shows a strong association with the North Atlantic climate as well. The reduced (increased) Meiyu rain correlates well with positive (negative) phases of North Atlantic Oscillation. In addition, our record links well with the strong (weak) Atlantic meridional overturning circulation during the MCA (LIA) period. All above-mentioned localized correspondences and remote teleconnections on decadal to centennial timescales indicate that the Meiyu rain is coupled closely with oceanic processes in the Tropical Pacific and North Atlantic Oceans during the MCA and LIA
A Case of Land Use and Urban Planning in the Expansive-Soil District
Taking the construction and reform planning for new town of Yunxian County as an example, this paper deals with the principles of land development and use and town construction and reform planning in the expansive-soil area in the case of undulating mountain topography, including the problems of treating expansive-soil slope, of treating expansive-soil foundation etc., not involving other aspects of general planning
Probabilistic hesitant fuzzy multiple attribute decisionmaking based on regret theory for the evaluation of venture capital projects
The selection of venture capital investment projects is one of the
most important decision-making activities for venture capitalists.
Due to the complexity of investment market and the limited cognition
of people, most of the venture capital investment decision
problems are highly uncertain and the venture capitalists are
often bounded rational under uncertainty. To address such problems,
this article presents an approach based on regret theory to
probabilistic hesitant fuzzy multiple attribute decision-making.
Firstly, when the information on the occurrence probabilities of
all the elements in the probabilistic hesitant fuzzy element
(P.H.F.E.) is unknown or partially known, two different mathematical
programming models based on water-filling theory and the
maximum entropy principle are provided to handle these complex
situations. Secondly, to capture the psychological behaviours
of venture capitalists, the regret theory is utilised to solve the
problem of selection of venture capital investment projects.
Finally, comparative analysis with the existing approaches is conducted
to demonstrate the feasibility and applicability of the proposed
method
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