This exploration aims to study the emotion recognition of speech and graphic visualization of expressions of learners under the intelligent learning environment of the Internet. After comparing the performance of several neural network algorithms related to deep learning, an improved convolution neural network-Bi-directional Long Short-Term Memory algorithm is proposed, and a simulation experiment is conducted to verify the performance of this algorithm. The experimental results indicate that the Accuracy of CNN-BiLSTM algorithm reported here reaches 98.75%, which is at least 3.15% (...) higher than that of other algorithms. Besides, the Recall is at least 7.13% higher than that of other algorithms, and the recognition rate is not less than 90%. Evidently, the improved CNN-BiLSTM algorithm can achieve good recognition results, and provide significant experimental reference for research on learners’ emotion recognition and graphic visualization of expressions in an intelligent learning environment. (shrink)

本书对自组织理论进行综合性研究,并探讨了关于自然界自组织演化的自然图景和自然观,关于自然科学自组织演化的科学图景和科学观。.

In this paper, we investigate the ultimate bound set and positively invariant set of a 3D Lorenz-like chaotic system, which is different from the well-known Lorenz system, Rössler system, Chen system, Lü system, and even Lorenz system family. Furthermore, we investigate the global exponential attractive set of this system via the Lyapunov function method. The rate of the trajectories going from the exterior of the globally exponential attractive set to the interior of the globally exponential attractive set is also obtained (...) for all the positive parameters values a,b,c. The innovation of this paper is that our approach to construct the ultimate bounded and globally exponential attractivity sets assumes that the corresponding sets depend on some artificial parameters ; that is, for the fixed parameters of the system, we have a series of sets depending on λ and m. The results contain the known result as a special case for the fixed λ and m. The efficiency of the scheme is shown numerically. The theoretical results may find wide applications in chaos control and chaos synchronization. (shrink)

We examine whether and how CEO foreign experience affects firm’s green innovation. Using a sample of Chinese public companies and hand-collected CEO foreign experience data, we document a positive association between CEO foreign experience and corporate green innovation. Furthermore, consistent with the view that CEOs with foreign experience would play a more significant role when provided with more resources, we find that the positive relationship is more pronounced in less financially constrained firms, in state-owned enterprises, and in less competitive industries. (...) Additional analyses indicate that enhanced environmental ethics and general competency are two potential mechanisms through which CEO foreign experience affects corporate green innovation. Finally, we find that CEO foreign experience is positively related to green innovation quality and internationalization. Collectively, these findings suggest that CEO foreign experience is a significant factor for corporate green innovation in emerging markets. (shrink)

Recent reports of CRISPR/Cas9 genome editing in parasitic helminths open up new avenues for research on these dangerous pathogens. However, the complex morphology and life cycles inherent to these parasites present obstacles for the efficient application of CRISPR/Cas9‐targeted mutagenesis. This is especially true with the trematode flukes where only modest levels of gene mutation efficiency have been achieved. Current major challenges in the application of CRISPR/Cas9 for study of parasitic worms thus lie in enhancing gene mutation efficiency and overcoming issues (...) involved in host passage so that mutated parasites survive. Strategies developed for CRISPR/Cas9 studies on Caenorhabditis elegans, protozoa and mammalian cells, including novel delivery methods, the choice of selectable markers, and refining mutation precision represent novel tactics whereby these impediments can be overcome. Furthermore, employing CRISPR/Cas9‐mediated gene drive to interfere with vector transmission represents a novel approach for the control of parasitic worms that is worthy of further exploration. (shrink)

Abstract:With the development of literati gardens during the Ming dynasty (1368–1644), the layout and design level of gardens reached an unprecedented height. As the representative of Suzhou gardens, The Humble Administrator's Garden (Zhuozhengyuan, 拙政园, 1530) has unique natural conditions and mature garden design, and its water management art is particularly exquisite. The best-preserved graphic information of The Humble Administrator's Garden are the poems and paintings by Wen Zhengming (文徵明, 1470–1559), including Thirty-One Scenes of The Humble Administrator's Garden (拙政园三十一景图, 1533), thirty (...) landscape poems, and the biography Wang's Humble Administrator's Garden (王氏拙政园记, 1533). As the research object, this article aims to restore the image of The Humble Administrator's Garden by analyzing the water scene of the garden, summarizing its water technique and art, and extracting "Source of inflowing water" (为有源头活水来), "Esteem the mountain, revere the water, imitate the heaven and earth" (敬山畏水, 象天法地), "Fusion of the imitation of nature and the subjective ideas of the artist" (外师造化, 中得心源), and "Free and unfettered, enjoy the joy of leisure" (逍遥自得, 享闲居之乐) as the water aesthetic thoughts of the garden. In addition, this article provides some reference for the current landscape design. (shrink)

A self-perceived lack of training in ethical theories and related pedagogy has kept many engineering faculty members from teaching data ethics, an important aspect of engineering research that has become more salient in recent years. This paper describes the development of a module, which includes concepts, cases, policies, and best practices, to support the teaching of ethical data practice. Based on a user-oriented design approach and a moral literacy framework, the module was designed to be used in different courses and (...) co-curricular activities for students of varying levels of competence to improve their ability to identify and analyze ethical problems associated with the handling of research data. This work seeks to encourage ethical reflection on researchers’ data practice through the idea of an “ecology of data,” which highlights the co-production of data by multiple, interconnected, and heterogeneous actors. This paper also presents online and in-class evidence about the impact and limitations of the module, which is now available for interested researchers and instructors to browse and use. (shrink)

本书对自组织理论进行综合性研究,并探讨了关于自然界自组织演化的自然图景和自然观,关于自然科学自组织演化的科学图景和科学观。.

Lun Xun's collected anti-Confucianist writings.

The deduction of categories in the 1781 edition of the Critique of the Pure Reason (A Deduction) has “two sides”—the “objective deduction” and the “subjective deduction”. Kant seems ambivalent about the latter deduction. I treat it as a significant episode of Kant’s thinking about categories that extended from the early 1770s to around 1790. It contains his most detailed answer to the question about the origin of categories that he formulated in the 1772 letter to Marcus Herz. The answer is (...) that categories are generated a priori through a kind of intellectual “epigenesis”. This account leaves unexplained why precisely such and such categories should be generated. While this observation caused Kant to worry about the hypothetical status of the subjective deduction in 1781, he would come to acquiesce in the recognition that the ground of the possibility of categories is itself inscrutable. I call this his “methodological skepticism”. (shrink)

Recent studies have identified practical wisdom as a critical area for exploration in the domains of management and leadership. This paper delves into the cultivation and manifestation of practical wisdom in leadership, emphasizing the potential of narratives as an efficacious tool, as corroborated by academic literature. Employing practical wisdom theory and a refined analytical model, we examine the role of narratives as a key instrument for practically wise leaders. Through the provision of theoretical underpinnings and empirical evidence, our study seeks (...) to elucidate the tripartite interconnectedness of practical wisdom, narratives, and leadership. Subsequently, a conceptual model is developed and illustrated, outlining the relationship between narratives and practical wisdom across diverse leadership contexts. This analysis positions practical wisdom as a fundamental guidance for leaders’ narrative practices. Acknowledging the paper’s conceptual focus, we discuss the practical and theoretical implications of the proposed model and advocate for empirical inquiry to further enhance understanding of narrative practices in practically wise leadership. (shrink)

More and more people in China are now realizing that the country has already become a globalizing economy, but some contend that China's economy is still far from being based on knowledge. However, as globalization necessarily brings with it a knowledge economy, China is of necessity involved in the new economy, and has in consequence encountered many new ethical issues. In the first part of the paper some of these issues are discussed – issues of intellectual property protection, issues related (...) to the exploitation of Chinese know‐how and knowledge products by foreign companies, and issues of cultural colonization. These issues are complicated, widespread and novel, and there is a need to develop ethical guidelines to deal with these issues. Although the perspective of the analysis is Chinese, these same problems are faced by countries the world over. (shrink)

As an important view in the epistemology of perception, dogmatism proposes that for any experience, if it has a distinctive kind of phenomenal character, then it thereby provides us with immediate justification for beliefs about the external world. This paper rejects dogmatism by looking into the epistemology of imagining. In particular, this paper first appeals to some empirical studies on perceptual experiences and imaginings to show that it is possible for imaginings to have the distinctive phenomenal character dogmatists have in (...) mind. Then this paper argues that some of these imaginings fail to provide us with immediate justification for beliefs about the external world at least partly due to their inappropriate etiology. Such imaginings constitute counterexamples to dogmatism. (shrink)

Ms. B. was a 70-year-old woman who presented with a chief complaint of “my belly got puffy.” She noted that her waistband got progressively tighter as her abdomen swelled up on the month prior to her admission. Although not painful, the swelling caused considerable discomfort and anorexia.Ms. B. was a 70-year-old woman who presented with a chief complaint of “my belly got puffy.” She noted that her waistband got progressively tighter as her abdomen swelled up on the month prior to (...) her admission. Although not painful, the swelling caused considerable discomfort and anorexia.Ms. B. had come to the university hospital by referral from her primary care doctor. She was my first patient on my junior clerkship in internal medicine, a specialty I was particularly interested in going into. It is a rare opportunity for a medical student to pick up a mystery case. Ms. B. had come to us without a diagnosis. (shrink)

According to phenomenal conservatism or dogmatism, perceptual experiences can give us immediate justification for beliefs about the external world in virtue of having a distinctive kind of phenomenal character—namely phenomenal force. I present three cases to show that phenomenal force is neither pervasive among nor exclusive to perceptual experiences. The plausibility of such cases calls out for explanation. I argue that contrary to a long-held assumption, phenomenal force is a separate, non-perceptual state generated by some metacognitive mechanisms that monitor one’s (...) first-order mental processes and states. This new account advances our understanding of the nature of phenomenal force. (shrink)

Despite the prevalent role of guanxi in conducting business in Chinese, it is unclear whether interpersonal guanxi fosters interfirm trust. Taking a contingency approach, this study examines how institutional (government–market relationship and Buddhism influence) and individual (relative role performance and the span of partner control) factors moderate the association between interpersonal guanxi and interfirm trust. Based on a paired survey between salespersons and sales managers and two secondary datasets, this study finds that interpersonal guanxi is positively associated with interfirm trust. (...) Moreover, this positive effect is stronger when firms operate in regions with strong government–market relationships and strong Buddhism influence. In addition, the positive relationship is weaker when guanxi resides in boundary spanners who have relatively high role performance, but becomes stronger when boundary spanners have a broad span of partner control. These findings highlight the situations in which guanxi at an interpersonal level is more or less likely to foster interfirm trust. (shrink)

Despite the prevalent role of guanxi in conducting business in Chinese, it is unclear whether interpersonal guanxi fosters interfirm trust. Taking a contingency approach, this study examines how institutional and individual factors moderate the association between interpersonal guanxi and interfirm trust. Based on a paired survey between salespersons and sales managers and two secondary datasets, this study finds that interpersonal guanxi is positively associated with interfirm trust. Moreover, this positive effect is stronger when firms operate in regions with strong government–market (...) relationships and strong Buddhism influence. In addition, the positive relationship is weaker when guanxi resides in boundary spanners who have relatively high role performance, but becomes stronger when boundary spanners have a broad span of partner control. These findings highlight the situations in which guanxi at an interpersonal level is more or less likely to foster interfirm trust. (shrink)

Does phenomenal force, the distinctive phenomenology attributed to perceptual experience, really form an integral part of the latter? If not, what implications does it have for perceptual justification? In this paper, I first argue for a metacognitive account, according to which phenomenal force constitutes a separate, metacognitive state. This account opens up a previously unexplored path for challenging phenomenal conservatism or dogmatism, which has been a prominent theory of perceptual justification over the past two decades. Moreover, I investigate several alternative (...) possibilities in which phenomenal force might still be deemed as significant, but ultimately demonstrate that its epistemic role remains marginal at best. (shrink)

In _Sino-Theology and the Philosophy of History_ Leopold Leeb presents the ideas of an influential Chinese intellectual, Liu Xiaofeng, whose approach to the question of a Christian theology for China is both controversial and inspiring.

ABSTRACT Cognitive penetrability refers to the possibility that perceptual experiences are influenced by our beliefs, expectations, emotions, or other personal-level mental states. In this paper, I focus on the epistemological implication of cognitive penetration, and examine how, exactly, aetiologies matter to the justificatory power of perceptual experiences. I examine a prominent theory, according to which some cognitively penetrated perceptual experiences are like conclusions of bad inferences. Whereas one version of this theory is psychologically implausible, the other version has sceptical consequences. (...) In the second half of the paper, I suggest an alternative theory, drawing on recent empirical research on imagining-perception interaction and the epistemology of imagining. (shrink)

This paper rigorously examines the primitive foundations of economic reasoning through a framework based on symbolic logic. Extending previous work, it formalizes economic conceptions (\(\mathbb{C}\)), symbols (\(s_i\)), and introduces a structured language (\(\mathcal{L_{\mathbb{C}}}\)) to define their formation and interpretation. Organized as a continuous chain of declarations and illustrations, the paper offers a concise, systematic approach to understanding the philosophy of economic reasoning through formal symbolic representations.

We propose that local corruption distorts the allocation of government-controlled resources and impairs the contract environment, thereby reducing firms’ use or suppliers’ provision of trade credit. We use a sample of Chinese-listed firms from 2007 to 2020 to examine the role of local corruption in firms’ access to trade credit and find that the level of local corruption is negatively related to firms’ trade credit use. This effect is more pronounced in firms with weak (vs. strong) internal governance, slack (tight) (...) external monitoring and high (low) supplier concentration. The results of path analysis show that local corruption extends short-term bank loans as well as government subsidies and impairs firms’ accounting quality, thereby inhibiting firms’ demand for or suppliers’ provision of trade credit. Moreover, the post-2012 anti-corruption campaign in China plays a significant role in correcting the misallocation of trade credit caused by corruption. The results of this study illuminate the negative external effects of local corruption on trade credit. (shrink)

Online financial service is an essential part of consumption services provided by companies in modern society. It is vital to figure out the underlying mechanisms that influence online financial service use of college students in China, which is seldom explored. Drawing on the theory of planned behavior, this study explores the effect of personality traits and its joint effect with attitude on online financial service use of college students. Moreover, we examined the interaction effects of key variables in TPB in (...) the context of online financial services. The results indicated that the materialism value of Chinese college students has no direct effect on their intention to use online financial services but exerts an indirect effect through their attitude toward online financial services. College students' attitudes and perceived behavioral control are associated with their subjective norms, and in turn, affect their use intention of online financial services. In addition, perceived risk and perceived usefulness of online financial services also affect use intention through attitude and perceived behavioral control. The discussion of key findings, implications, and conclusions are provided. (shrink)

In this paper, the method of mutual information is used to study the economic dependence among the provinces in Chinaʼs Eastern Coastal Economic Belt from 2015 to 2020, and the core structure of the dependence is depicted. The results show that, first of all, there is a wide range of economic dependence among the provinces in the Eastern Coastal Economic Belt, and the dependence changes with the different states of economic development. Secondly, the phenomenon of geographical clustering is not obvious. (...) Most provinces maintain a strong economic dependence relationship with the economically developed provinces, and this dependence relationship is relatively stable, while the economically underdeveloped provinces are often on the edge of the dependence structure. Finally, the economically developed provinces maintain strong economic dependence with each other, such as Jiangsu, Shandong, and Zhejiang, and Beijing, Guangdong, and Shanghai. However, the former three provinces are more in the core position of this structure, that is, the other provinces maintain the stronger dependence relationship with these three provinces. (shrink)

In the mid-T'ang movement for the reform of literary style, literary form, and literary language, Liu Tsung-yüan made brilliant contributions. His travelogues, metaphorical satires, and miscellaneous other works are a precious heritage of Chinese literature. This has long been well known, but his important place in the history of the development of Chinese materialism and atheism, on the other hand, has long since been hidden in obscurity.

Words and meanings are important categories in the history of Chinese philosophy. The so-called disputes over words and meanings explored the relationship between language and thinking. Generally speaking, these disputes originated in pre-Qin philosophy, flourished during the Wei and Jin dynasties, and declined in the Ming and Qing dynasties, leaving valuable data for philosophical investigations in the history of Chinese philosophy.

Fourth-order autonomous nonlinear differential equations can exhibit chaotic properties. In this study, we propose a family of fourth-order chaotic systems with infinite equilibrium points whose equilibria form closed curves of different shapes. First, the phase diagrams and Lyapunov exponents of the system family are simulated. The results show that the system family has complex phase diagrams and dynamic behaviors. Simulation analysis of the Poincarè mapping and bifurcation diagrams shows that the system has chaotic characteristics. The circuit simulation model is constructed (...) and simulated in Multisim. The circuit simulation results coincide with the numerical simulation results, which verifies the circuit feasibility of the system. Then, based on Lyapunov stability theory and the adaptive control method, the synchronous control of the system with infinite equilibria is designed. Numerical simulation results verify that the system synchronization with the adaptive control method is well. Finally, the synchronous drive system is used for image encryption, the response system is used for decryption, and color image encryption is realized by combining deoxyribonucleic acid coding and operating rules. Therefore, this study not only enriched the research on infinite equilibria chaotic systems but also further expanded secure communication technology by combining chaotic synchronization control and DNA coding in image encryption. (shrink)