The dependency of a speech recognition system on the accent of a user leads to the variation in its performance, as the people from different backgrounds have different accents. Accent labeling and conversion have been reported as a prospective solution for the challenges faced in language learning and various other voice-based advents. In the English TTS system, the accent labeling of unregistered words is another very important link besides the phonetic conversion. Since the importance of the primary stress is much (...) greater than that of the secondary stress, and the primary stress is easier to call than the secondary stress, the labeling of the primary stress is separated from the secondary stress. In this work, the labeling of primary accents uses a labeling algorithm that combines morphological rules and machine learning; the labeling of secondary accents is done entirely through machine learning algorithms. After 10 rounds of cross-validation, the average tagging accuracy rate of primary stress was 94%, the average tagging accuracy rate of secondary stress was 94%, and the total tagging accuracy rate was 83.6%. This perceptual study separates the labeling of primary and secondary accents providing the promising outcomes. (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.

As one of the foundations of existential positive psychology, self-transcendence can bring positive intrapersonal and interpersonal outcomes, especially in the COVID-19 era in which people are suffering huge mental stress. Based on Schwartz's theory of human basic values, the current study combines variable-centered and person-centered approaches to examine the relationships between adolescents' values and mental health across two regions in China. The results generally showed that both self-enhancement and conservation values were positively correlated with depression and loneliness, while both self-transcendence (...) and openness to change values negatively correlated with depression and loneliness. The results also showed that there were four value clusters, and, compared to adolescents in the self-focus and undifferentiated values cluster, all adolescents in the anxiety-free values cluster reported lower depression and loneliness, while all adolescents in the other-focus values cluster reported higher depression and loneliness. The differences between the two regional groups only emerged in depression. Specifically, adolescents in Shanghai have higher levels of depression than adolescents in Qingdao. This study provides some evidence for the new science of self-transcendence among adolescents and also sheds light on how we may improve the level of mental health during the COVID-19 era. (shrink)

This study explores the development of tourists’ confidence in Chinese culture through red tourism. Partial least squares structural equation modeling was adopted to analyze the survey data collected from red tourists in Wuxiang county, Changzhi, Shanxi province, China to examine the influence of a destination’s red cultural atmospherics on tourists’ confidence in Chinese culture. The results indicated that Wuxiang’s red cultural atmospherics composed of physical atmospherics, spiritual atmospherics and institutional atmospherics significantly influences tourists’ confidence in Chinese culture. Tourists’ perception of (...) red education and their red cultural identity mediate the impact of the destination’s red cultural atmospherics on tourists’ confidence in Chinese culture. These findings contribute to the red tourism literature by providing empirical support for building tourists’ confidence in Chinese culture through red tourism. The empirical results also offer managerial implications for red tourism destinations’ planning and management. (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.

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。.

The surface grammar of reports such as ‘I have a pain in my leg’ suggests that pains are objects which are spatially located in parts of the body. We show that the parallel construction is not available in Mandarin. Further, four philosophically important grammatical features of such reports cannot be reproduced. This suggests that arguments and puzzles surrounding such reports may be tracking artefacts of English, rather than philosophically significant features of the world.

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)

Concentrating on the Qingdao Observatory, this paper will explore the role of scientific facility in asserting China’s sovereignty during the first half of the twentieth century. Although scholars have explained the efforts of China’s internationalization in diplomacy through the perspectives of politics, economics and culture, they have not paid attention to science. Therefore, this paper aims to shed some light on how scientific issues were solved via diplomacy during the Republic of China, while further asserting that the focus in negotiations (...) was not confined to science itself, but rather to sovereignty within a scientific context. In this process, the meaning of sovereignty has also been expanded basing on the improvement of nation’s scientific capability. Besides, the participation of different actors involved in sovereignty assertion is investigated by this paper. Although the diplomatic negotiation was held at the international level, the local government and scientific community were main promoters in this case, which calls for attention on the various subjects in sovereignty issue. Consequently, this paper argues that Asian countries, such as Republic of China, could also employ science as a means to negotiate with foreign powers and claim their due rights. (shrink)

Sentiment analysis is one of the important tasks of online opinion analysis and an important means to guide the direction of online opinion and maintain social stability. Due to the multiple characteristics of linguistic expressions, ambiguity, multiple meanings of words, and the increasing speed of new words, it is a great challenge for the task of text sentiment analysis. Commonly used machine learning methods suffer from inadequate text feature extraction, and the emergence of deep learning has brought a turnaround for (...) this purpose. In this paper, we investigate the problem of text sentiment analysis using methods related to deep learning. In order to incorporate user and product information in a more diverse way in the model, this paper proposes a model based on a deep bidirectional long-and short-term memory network-self-attention mechanism-custom classifier. The model first identifies contextual associations and acquires deep text features through a deep bidirectional long- and short-term memory network and then captures important features in the text using a self-attentive mechanism. The model finally combines user information and product information to build a custom classifier module and uses context-aware attention mechanisms to assign specific parameters to user information and product information, which improves the performance of the model on public datasets compared with current common models. The results show that the accuracy of the algorithm in this paper is high, and it is about 5% lower than the traditional algorithm. The method can reduce the number of iterations and the running time of the algorithm. (shrink)

Liu Ping discusses patriotism and nationalism in regard to culture and values and also the role of the prophetic voice in Chinese society. His provocative allegorical rewriting of a prophecy from the Biblical book of Amos, setting it in contemporary China, is pointedly political. Liu writes in the Chinese intellectual tradition of pointing out when a society or a country is on the brink of destruction.

Guanxi is essential to doing business in China. Even those who are minimally familiar with business in the People’s Republic seem to know this. How should Western business organizations look at guanxi? Further, if guanxi is seen as essential, what is the responsible approach to guanxi building? These questions may have different answers depending on one’s perspectives. First, what is guanxi?

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)

Wie in anderen Ländern, so galt Einstein auch in China als einer der berühmtesten Wissenschaftler schlechthin. In den siebziger Jahren des 20. Jahrhunderts wurden drei Bände Einstein’scher Schriften zusammengestellt, übersetzt und als Einsteins gesammelte Werke veröffentlicht. Diese Bände dienten lange Zeit vielen Chinesen als Hauptwissensquelle über Einstein; sie übten sogar einen bedeutenden ideologischen Einfluss aus. Im Hintergrund dieses herausgeberischen Projekts standen in der Zeit nach 1949 einflussreiche politische Bewegungen im Zusammenwirken mit wissenschaftskritischen Ansätzen, die ein solches Projekt erst möglich machten (...) und die Textauswahl sowie die Herangehensweise bei der Übersetzung und den Druckvorbereitungen beeinflussten. Unter den Herausgebern und Übersetzern kommt Xu Liangying eine besondere und wichtige Rolle zu, denn er war ursprünglich, vor der Gründung der Republik China, ein Untergrundrevolutionär gewesen. Später wurde er Wissenschaftshistoriker. Es vergingen fast 10 Jahre, bis er die Übersetzung der Einstein’schen Schriften fertigstellen konnte, da er gleichzeitig als Bauer auf dem Lande arbeiten musste und während der „Anti-Rechts-Bewegung” „rechts” stand. Die Übersetzung und Veröffentlichung von Einsteins gesammelten Werken in diesem besonderen soziologischen, kulturellen und politischen Kontext bietet viel Stoff für Rückblicke und Aufarbeitungen aus historischer Perspektive. Vor allem die ideologischen, symbolischen Implikationen in Zusammenhang mit Einstein waren ein dominantes Merkmal jener Zeit. (shrink)

Comme dans les autres pays, Einstein a été l’un des scientifiques les plus célèbres en Chine. Dans les années soixante-dix du 20e siècle, trois volumes des OEuvres complètes d’Einstein ont été traduits et publiés en Chine. Pour de nombreux Chinois ces volumes représentaient une source d’informations sur Einstein et une influence idéologique importante. Le contexte politique en est le suivant: après l’an 1949 des mouvements politiques très influents sont nés en Chine, ayant pour objectif la critique des sciences. Ces mouvements (...) ont beaucoup influencé les décisions, la sélection, le progrès ainsi que la manière de traduire et de publier les oeuvres d’Einstein. Parmi les éditeurs et les traducteurs excellait Xu Liangying. Révolutionnaire clandestin avant la mise en place de la République, il est devenu par la suite historien de la science. Il a investi presque dix ans pour terminer la traduction des oeuvres d’Einstein parce qu’ à l’époque il travaillait comme agriculteur pour ses idées de droite pendant la Révolution culturelle. Dans ce contexte sociologique, culturel et politique, la traduction et la publication des OEuvres complètes d’Einstein offre beaucoup de points qui méritent d’être examinés et analysés dans une perspective historique. Surtout, par exemple, les implications idéologiques, symboliques reliés à Einstein et qui ont été les caractéristiques dominantes de cette époque historique. (shrink)

As in other countries, Einstein has been one of the most famous scientists in China. In 1970’s, the three volumes Collection of Einstein in Chinese have been selected, translated and published, which was the main sources for Chinese people knowing Einstein for long time, and even had important ideological influence. However, as the background of it, in China, there were very influential political movements related to criticism of science after 1949, which also influenced the decision, selection, progress and the way (...) of the translating and publishing of Einstein’s works. Among the editors and translators, XU Liangying was a special and important person, who was originally a underground revolutionist before establishment of the Republic, and latterly became a historian of science. He spent nearly ten years to finish the most translation when he was a real peasant in countryside and a “righty” because of the “anti-righty“ movement. During the translating work and the publication of Collection of Einstein in that special social, cultural and political context then, there were many things worth to look back and analyze their meanings by a historical perspective reflection. Especially, the ideological symbolic implication related to the Einstein has been a very dominant characteristic in the history mentioned here. (shrink)

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)