With the emergence of numerous link prediction methods, how to accurately evaluate them and select the appropriate one has become a key problem that cannot be ignored. Since AUC was first used for link prediction evaluation in 2008, it is arguably the most preferred metric because it well balances the role of wins and the role of draws. However, in many cases, AUC does not show enough discrimination when evaluating link prediction methods, especially those based on local similarity. Hence, we (...) propose a new metric, called W-index, which considers only the effect of wins rather than draws. Our extensive experiments on various networks show that the W-index makes the accuracy scores of link prediction methods more distinguishable, and it can not only widen the local gap of these methods but also enlarge their global distance. We further show the reliability of the W-index by ranking change analysis and correlation analysis. In particular, some community-based approaches, which have been deemed effective, do not show any advantages after our reevaluation. Our results suggest that the W-index is a promising metric for link prediction evaluation, capable of offering convincing discrimination. (shrink)

Entering the challenging and promising knowledge era, it is clear that enterprises should leverage knowledge management activities in improving innovation performance to maintain competitive advantages. This study sheds light on the improvement path of innovation ambidexterity from the perspectives of knowledge redundancy and typical leadership style. It is noted that we determined the research theme through quantitative analysis and conducted qualitative analysis through 209 questionnaire data collected from respondents in different regions and industries in China. The empirical results indicated that (...) knowledge redundancy significantly improves exploratory and exploitative innovation, and transactional leadership negatively moderates the above relationships. This study is of managerial implications to encourage employees to fully master and apply the existing knowledge to strengthen their innovation abilities in value creation. We also contribute to the theories pertaining to knowledge management, innovation, and ambidexterity by providing a deeper understanding of the influencing mechanism of knowledge redundancy in innovation ambidexterity while elaborating on the indirect effects of transactional leadership. (shrink)

The present study aims to delineate the working mechanism of prediction in sentence comprehension, by disentangling the influence of the facilitated general memory retrieval from the coexistent influence of the predicted language-specific semantic and/or syntactic information for the first time. The results support that prediction might influence the downstream cognitive processing in two aspects: the pre-activated information facilitates the retrieval of a matched input in memory and, the pre-activated information interacts with higher-level semantic/syntactic processing. More importantly, the present findings suggest (...) that these two types of influences seem to occur at different stages of sentence comprehension: the facilitated memory retrieval of the input modulates N400 amplitude and the latency of post-N400 late central-parietal positivity/P600, while the predicted semantic/syntactic information and/or their interactions modulate the amplitude of the late positivity. The present findings would be helpful for interpreting the underlying mechanism of observed effects in prediction studies. (shrink)

Editors’ AbstractThis article first examines how Said’s theory of Orientalism and postcolonialism traveled to China and what problems the “traveling theory” aroused in the field of China studies. It then views the rise of Sinologism as a response to the anxieties of cultural consciousness experienced by many Chinese intellectuals both at home and abroad, caught in the confrontation between Chinese and Western academic discourses. It also examines what contributions the theory of Sinologism has made to the urgent need for an (...) indigenous conceptual methodology for China studies free from constraints of ideology and political agendas. While affirming the insights of Sinologism, it regrets the heavy dose of Western theory in the construction of Sinologism, which unwittingly produces an ironic effect in critiquing Western misrepresentation of China. (shrink)

In the chemical production process, the temperature of the continuous reactor has nonlinear characteristics such as large inertia. An improved autodisturbance control method is proposed. By improving the tracking differentiator with adjustable parameters, the expanded state observer and the control structure obtained an improved automatic disturbance rejection control model and realized the optimal control of the nonlinear and large-delay systems. On the process control training system, the experiment of the continuous system process flow is compared with the anti-interference of the (...) Smith predictive compensation system, which uses an optimal set of data. The reactor temperature fluctuates, but the self-resistance is improved. The optimal overshoot of the disturbance is close to 0. Compared with the original antidisturbance controller, the antidisturbance time is not affected by the number of iterations, which reduces the high requirements on the accuracy of the parameters. Therefore, the improved automatic disturbance rejection control improves the operation and enhances the ability to resist external disturbance that changes the controlled object. (shrink)

Offers the first focused study of the shifei debates of the Warring States period in ancient China and challenges the imposition of Western conceptual categories onto these debates. In recent decades, a growing concern in studies in Chinese intellectual history is that Chinese classics have been forced into systems of classification prevalent in Western philosophy and thus imperceptibly transformed into examples that echo Western philosophy. Lin Ma and Jaap van Brakel offer a methodology to counter this approach, and illustrate their (...) method by carrying out a transcultural inquiry into the complexities involved in understanding shi and fei and their cognate phrases in the Warring States texts, the Zhuangzi in particular. The authors discuss important features of Zhuangzi’s stance with regard to language-meaning, knowledge-doubt, questioning, equalizing, and his well-known deconstruction of the discourse in ancient China on shifei. Ma and van Brakel suggest that shi and fei apply to both descriptive and prescriptive languages and do not presuppose any fact/value dichotomy, and thus cannot be translated as either true/false or right/wrong. Instead, shi and feican be grasped in terms of a pre-philosophical notion of fitting. Ma and van Brakel also highlight Zhuangzi’s idea of “walking-two-roads” as the most significant component of his stance. In addition, they argue that all of Zhuangzi’s positive recommendations are presented in a language whose meaning is not fixed and that every stance he is committed to remains subject to fundamental questioning as a way of life. (shrink)

Unlike in English, the role of phonology in word recognition in Chinese is unclear. In this event-related potential experiment, we investigated the role of phonology in reading both high- and low-frequency two-character compound Chinese words. Participants executed semantic and homophone judgment tasks of the same precede-target pairs. Each pair of either high- or low-frequency words were either unrelated or related semantically or phonologically. The induced P200 component was greater for low- than for high-frequency word-pairs both in semantic and phonological tasks. (...) Homophones in the semantic judgment task and semantically-related words in the phonology task both elicited a smaller N400 than the control condition, word frequency-independently. However, for low-frequency words in the phonological judgment task, it was found that the semantically related pairs released a significantly larger P200 than the control condition. Thus, the semantic activation of both high- and low-frequency words may be no later than phonological activation. (shrink)

Since March 14, 2020, Spanish citizens have been confined to their homes due to the impact of the COVID-19 pandemic. Participating in musical activities has been associated with reduced anxiety and increased subjective wellbeing. The aim of this study is to analyze how Spanish citizens used music during the lockdown period. We also study perceptions of the impact music has in everyday life, in particular examining the respondents’ insights into the effects of listening to music in situations of isolation. The (...) study was conducted using the MUSIVID19 questionnaire administered to a total of 1868 Spanish citizens. The results indicate that during lockdown, respondents perceived an increase in the time they devoted to musical activities such as listening, singing, dancing or playing an instrument. The participants also reported using music to cope with the lockdown, finding that it helped them to relax, escape, raise their mood or keep them company. The findings suggest an improvement in their perception of the value of music in personal and social wellbeing during the lockdown. However, the study reveals significant differences in the use and perceptions of music according to respondents’ personal situations. Age and feelings of vulnerability may lead to more conservative uses of musical practice and to more moderate perceptions of the positive values of music. (shrink)

The Global Financial Crisis of 2007–2009 exacerbated two distinct concerns about the independence of central banks: a concern about legitimacy and a concern about economic justice. This paper explores the legitimacy of independent central banks from the perspective of these two concerns, by presenting two distinct models of central banking and their different claims to political legitimacy and distributive justice. I argue primarily that we should avoid construing central bank independence in binary terms, such that central banks either are, or (...) are not, independent. I will argue that we should instead construe central bank independence in scalar terms, so that independence admits of degree, thus allowing us to develop an account of independence in which central banks can retain it to the extent necessary for economic efficiency, while meeting reasonable concerns regarding democratic legitimacy and economic justice. (shrink)

al-Juzʼ al-awwal. Dirāsāt fī al-manṭiq wa-falsafat al-ʻulūm -- al-juzʼ al-thānī. Dirāsāt fī al-manhaj wa-al-ʻilm al-ʻArabī.

Integration und Desintegration sind ein zentrales Thema der Geisteswissenschaften. Auf makropolitischer Ebene gilt das besondere Interesse dem Entstehen und Vergehen von Staaten, entscheiden sich doch hiermit existenzielle Fragen des Seins einer politischen Gemeinschaft. Auf mikropolitischer Ebene geht es um die Frage, inwieweit dem Bürger "aufgegeben" ist, sich in Gesellschaft und Staat zu integrieren. Supranationalisierung und Globalisierung lassen die Kraft des Nationalstaates schwinden. Dem Übergang der Moderne in die Postmoderne entspricht der Übergang von der Welt der Staaten mit ihren durch Grenzen (...) abgeschlossenen Territorien zur Welt der Kontinente, Gemeinschaften und Netzwerke. Doch gibt es viele Stimmen, die meinen, der Staat sei auf absehbare Zeit nicht wegzudenken und als politische Gemeinschaft zu schützen.Werner Mäder ist anderer Auffassung: "Deutschland ist kein Staat mehr..." lautet sein Befund. Der Autor zieht Parallelen zu Hegels Schrift "Kritik der Verfassung Deutschlands" aus dem Jahre 1801 und seinen Kriterien des Staates. Nach Mäder ist das Grundgesetz nur noch eine "Gedankenverfassung", seine fundamentalen Voraussetzungen Staat, Souveränität, Nation, Volk und Demokratie substanziell ausgezehrt. Für Europa bedeutet dies, sich mit eigener Identität selbst zu behaupten, um den Souveränitätsverlust seiner Länder auszugleichen und auf eine neue Multipolarität der internationalen Beziehungen hinzuarbeiten. (shrink)

本书是在总结作者近年来发表的论文的基础上写成的。全书共分三部分,第一部分是矩阵对策上的计策理论;第二部分是连续对策上的计策理论;第三部分是有限人对策上的计策理论.

本书从宇宙太空、万物之始、原子物理、人体生命、社会结构等多维度、多层面剖解世界与人生,辨物析理。.

Im 20. Jahrhundert galt es sowohl im Marxismus als auch unter seinen Gegnern als ausgemachte Sache, dass das Werk von Karl Marx eine anspruchsvolle Theorie der Geschichte enthält, die von einer starken optimistischen Grundstimmung getragen wird. Oft hielt man sie für einen als Wissenschaft verkleideten Entwurf einer idealen Zukunftsgesellschaft, für eine Heilslehre. Umso erstaunlicher ist es daher, dass eine gründliche Erforschung des Marxschen Fortschrittsdenkens bislang noch aussteht. Denis Mäders Studie analysiert das moderne Fortschrittsdenken und die zeitgenössische Diskussion desselben. Vor diesem (...) Hintergrund rekonstruiert sie die Entstehung eines originären Fortschrittsbegriffs, den Marx in kritischer Auseinandersetzung mit seinem philosophischen Milieu (vor allem mit Hegel, den Hegelianern und Proudhon) gewinnt. Fortschritt ist die historische Bewegung des Guten. Zugleich aber gibt es für den Dialektiker Marx ohne Gegensatz keinen historischen Fortschritt. Fortschritt bildet für ihn die Möglichkeit positiver Entwicklung, ohne andersartige oder gegenläufige Entwicklungsformen darin aufzuheben. (shrink)

本书以对道德的重视和人的觉醒为二大主线, 揭示了春秋时期思想文化的转型以及这一转型对儒学的形成及其对整个中国古代思想文化基本特征确立的历史意义.

Building on the discussion between Stephen Darwall and Michael Tomassello, we propose an alternative evolutionary account of moral motivation in its two-pronged dimension. We argue that an evolutionary account of moral motivation must account for the two forms of moral motivation that we distinguish: motivation to be partial, which is triggered by the affective relationships we develop with others; and motivation to be impartial, which is triggered by those norms to which we give impartial validity. To that aim, we present (...) the second-person standpoint of morality, first as Darwall conceives of it, and then as we reinterpret it from a naturalistic approach. Then we synthesize Tomasello’s evolutionary account of morality, and Darwall’s objections to it. To reply to those objections, building on Tomasello’s proposal, we argue that the motivation to be impartial, and the feeling of obligation to comply with normative requirements, appeared when humans anticipated and, critically, internalized others’ sanctions to the violation of social norms. Consequently, we posit that social norms and sanctions appeared first at the community level, and only after that were they internalized in the form of self-directed reactive attitudes. Finally, we derive some corollaries that follow from our proposal. (shrink)

Commentary on Sakya Pandita's Tshad ma rigs gter; includes root text.