In this article, we study the mural restoration work based on artificial intelligence-assisted multiscale trace generation. Firstly, we convert the fresco images to colour space to obtain the luminance and chromaticity component images; then we process each component image to enhance the edges of the exfoliated region using high and low hat operations; then we construct a multistructure morphological filter to smooth the noise of the image. Finally, the fused mask image is fused with the original mural to obtain the (...) final calibration result. The fresco is converted to HSV colour space, and chromaticity, saturation, and luminance features are introduced; then the confidence term and data term are used to determine the priority of shedding boundary points; then a new block matching criterion is defined, and the best matching block is obtained to replace the block to be repaired based on the structural similarity between the block to be repaired and the matching block by global search; finally, the restoration result is converted to RGB colour space to obtain the final restoration result. An improved generative adversarial network structure is proposed to address the shortcomings of the existing network structure in mural defect restoration, and the effectiveness of the improved modules of the network is verified. Compared with the existing mural restoration algorithms on the test data experimentally verified, the peak signal-to-noise ratio score is improved by 4% and the structural similarity score is improved by 2%. (shrink)

After reading the essays of Mr. Ts'ai and Mr. Chu, I have a few immature opinions. Generally speaking, I feel that in dealing with the errors of their opponents, both Ts'ai I in his criticism of Huang Yüeh-mien and Chu Kuang-ch'ien in his criticism of Ts'ai I are quite accurate and convincing. However, in presenting their own arguments of what is right, both of them are on shaky ground and in error. That is because in one way or another, consciously (...) or unconsciously, they either deny the objective aspect of the existence of beauty or deny the social aspect of the existence of beauty . All of them consider the objective and the social aspects of beauty as being either this or that, as mutually exclusive and irreconcilable opposites. They think that if we acknowledge the social aspect of beauty, we then have to deny the objective aspect, the fact that the existence of beauty does not depend on the subjective conditions of a person ; or if we acknowledge the objective aspect, we have to deny the social aspect, the fact that the existence of beauty depends on the social life of human beings. But in fact it is not like that. On the one hand, beauty cannot be separated from human society; on the other hand, it can have an objective existence which is independent of man's subjective consciousness. It is this question that I shall discuss. (shrink)

This article examines the impact of the prevailing state ownership in the Chinese stock market on corporate governance and the financial regulatory system, respectively, as the internal and external monitoring mechanisms to deter corporate fraud and protect investors. In line with the literature that state ownership exaggerates the agency problem, we find that the retained state ownership in privatised firms increases the incidence of regulatory enforcements against fraud. For the state-owned enterprises (SOEs), however, larger state ownership is associated with a (...) lower incidence of enforcement actions. This is attributed to the mutual political affiliation of the fraudulent SOEs and the regulatory commission. A new regulation "Solutions for Listed Firm Checks" promulgated in March 2001 has mitigated this effect by empowering the regulatory commission to increase the severity of regulatory conditions. Our evidence confirms the improvement in the regulatory environment and investor protection in the Chinese stock market brought about by the regulatory reform and development. (shrink)

The Daoist religion is an ancient religion that took root and flourished in China's soil. It was created in the time of Emperor Shundi of the Eastern Han dynasty and today claims a history of over 1,800 years. Its philosophical thought—which is a theory of moral and behavioral discipline whose core is a belief in immortals or supernatural beings —derived its origins from what is called "the teachings of Huang [Huangdi, or the Yellow Emperor] and Lao [Lao Zi]." Consequently, it (...) has always made its claim to being the "successor to the cultural influences of Huang and Lao" , and as such is considered to be one of the principle entities of China's traditional culture. In fact, Mr. Lu Xun went as far as to say: "All of China's roots are in the Daoist religion"1 What, however, are the real contents of the Daoist religion? And what are its cultural functions? (shrink)

We examined whether and how managerial ability affects the relationship between customer concentration and corporate performance. Based on a novel measure of managerial ability, we found that customer concentration has a significant negative effect on corporate performance, while managerial ability can mitigate this effect. The negative effect of customer concentration is only significant in the subsample of low ability and lower efficiency in asset utilization, while the moderating effect of managerial ability is significant for all levels of asset utilization efficiency (...) and more significant for firms with a lower gross margin. The results are robust to numerous robustness tests and endogeneity concerns. Additional analysis of mechanisms shows that in addition to superior operating ability, competent managers select major customers who are more beneficial to their company and decrease the sensitivity of their research and development investment to customers. These findings indicate that the heterogeneity of managerial ability plays an important role in the supplier–customer context when the supplier firm generally faces one or more concentrated customers. (shrink)

In a congested large-scale subway network, the distribution of passenger flow in space-time dimension is very complex. Accurate estimation of passenger path choice is very important to understand the passenger flow distribution and even improve the operation service level. The availability of automated fare collection data, timetable, and network topology data opens up a new opportunity to study this topic based on multisource data. A probability model is proposed in this study to calculate the individual passenger’s path choice with multisource (...) data, in which the impact of the network time-varying state on passenger path choice is fully considered. First, according to the number and characteristics of OD candidate paths, the AFC data among special kinds of OD are selected to estimate the distribution of passengers’ walking time and waiting time of each platform. Then, based on the composition of path travel time, its real-time probability distribution is formulated with the distribution of walking time, waiting time, and in-vehicle time as parameters. Finally, a membership function is introduced to evaluate the dependence between passenger’s travel time and the real-time travel time distribution of each candidate path and take the path with the largest membership degree as passenger’s choice. Finally, a case study with Beijing Subway data is applied to verify the effectiveness of the model presented in this study. We have compared and analysed the path calculation results in which the time-varying characteristics of network state are considered or not. The results indicate that a passenger’s path choice behavior is affected by the network time-varying state, and our model can quantify the time-varying state and its impact on passenger path choice. (shrink)

吴光辉,湖北省武汉市人,现为厦门大学外文学院讲师,日本语教育研究中心副主任。著有《传统与超越》。.

吴光辉,湖北省武汉市人,现为厦门大学外文学院讲师,日本语教育研究中心副主任。著有《传统与超越》。.

People have little difficulty distinguishing effects they cause and those they do not. An important question is what underlies this sense of agency. A prevailing idea is that the sense of agency arises from a comparison between a predictive representation of the effect and the actual effect that occurs, with a clear match between the two producing a strong sense of agency. Although there is general agreement on this comparison process, one important theoretical issue that has yet to be fully (...) determined is whether these computations are consciously performed. Here, we studied this issue by requiring participants to perform a simple judgment of agency task under conditions of different concurrent working memory load. Working memory operations are known to tax conscious cognitive resources. We found that agency judgments were moderated by working memory load, with lower agency ratings being observed in the high load condition, suggesting that the sense of agency is dependent on the availability of conscious cognitive resources. An examination of the time-course of this load effect suggests that it is the construction of the mental representation of the predicted effect which is particularly dependent on said resources. (shrink)

Short-term traffic flow prediction is an effective means for intelligent transportation system to mitigate traffic congestion. However, traffic flow data with temporal features and periodic characteristics are vulnerable to weather effects, making short-term traffic flow prediction a challenging issue. However, the existing models do not consider the influence of weather changes on traffic flow, leading to poor performance under some extreme conditions. In view of the rich features of traffic data and the characteristic of being vulnerable to external weather conditions, (...) the prediction model based on traffic data has certain limitations, so it is necessary to conduct research studies on traffic flow prediction driven by both the traffic data and weather data. This paper proposes a combined framework of stacked autoencoder and radial basis function neural network to predict traffic flow, which can effectively capture the temporal correlation and periodicity of traffic flow data and disturbance of weather factors. Firstly, SAE is used to process the traffic flow data in multiple time slices to acquire a preliminary prediction. Then, RBF is used to capture the relation between weather disturbance and periodicity of traffic flow so as to gain another prediction. Finally, another RBF is used for the fusion of the above two predictions on decision level, obtaining a reconstructed prediction with higher accuracy. The effectiveness and robustness of the proposed model are verified by experiments. (shrink)

Currently, there is an increasing trend in the organizations towards examining the artificial intelligence and nonartificial intelligence for the innovation and success of the new product, as well as getting the intentions of the upcoming researchers. Thus, the purpose of the ongoing study is to examine the role of artificial and nonartificial intelligence in the new product success along with the moderating role of new product innovation in the manufacturing organizations of China. The quantitative methods have been followed by the (...) study and gathered the responses from the respondents using questionnaires, and analysis has been conducted by using the smart-PLS. The results exposed that artificial intelligence and nonartificial intelligence have positive and significant nexus with the new product success. The outcomes also revealed that the new product innovation significantly moderated the links among the nonartificial intelligence and new product success, but it insignificantly moderated the links among the artificial intelligence and new product success in the manufacturing organizations of China. These findings have provided the guidelines to the manufacturing companies and their policies developing authorities that they should be developed and implement the suitable policies regarding the adoption of artificial intelligence and nonartificial intelligence that enhance the success of the new product, which ultimately enhances the success of the organization. (shrink)

Prior research has demonstrated that the adverse consequences of the coronavirus disease 2019 pandemic may go beyond its economic hardships and physical health concerns, having a significant influence on psychological distress for individuals under quarantine. Nevertheless, relatively little attention has been paid to exploring the risk and protective factors in the link between COVID-19 infection risk and psychological distress among young adults. Following a socioecological framework, the current study examines the moderating role of grit and social support in the association (...) between COVID-19 infection risk and depressive symptoms. A sample of 1,251 young adults under home quarantine was involved in this study, and they were asked to complete a set of self-reported questionnaires online. Results of a linear regression analysis exhibited that COVID-19 infection risk was positively associated with depressive symptoms in young adults in quarantine. Moreover, moderation analyses showed that this association was moderated by perseverance and social support. To be specific, for those reporting higher levels of social support, this linkage was not significantly positive; in contrast, for those reporting lower levels of social support, perseverance was a significant protective factor for depressive symptoms when young adults were exposed to a high infection risk of COVID-19. The current study suggests that greater social support is essential to helping young adults deal with possible negative emotions in the context of the COVID-19 pandemic. Moreover, university-based counseling services should pay specific attention to those young adults with relatively insufficient social support resources and low levels of perseverance. (shrink)

The relationship between professional ethical reflection and corresponding moral behavior is an important theme of moral psychology in recent years. Following Schönegger and Wagner’s research in German-speaking countries, through a replication-extension of the original US-based research carried out by Schwitzgebel and Rust, we aim at examining their results in the Chinese context. The previous researchers have shown that ethical reflection generally has no positive effect on moral behavior. A cross validation of this result was conducted in Chinese mainland, and three (...) issues concerning Confucian virtues were added. Through reaching out to 4482 professors and collecting 368 responses altogether, we attempted to explore whether professional ethical reflection can influence normative attitude and the moral attitude-behavior consistency. Unfortunately, the results failed to show a statistically significant difference between ethicists and other professors on most of the moral issues, with the exception of paying academic membership fees and vegetarianism, wherein ethicists do express more stringent normative attitudes, and their moral attitude and self-reported behavior are statistically consistent. Notably, Chinese professors mainly expressed morally neutral attitudes toward the issue of eating meat, and they tended to believe that ethical reflection contributes to more and better moral behaviors. (shrink)

Macau, as a society, is a crossroads where East–West encounters have been taking place for centuries. This paper examines some of the contemporary issues and implications for moral education. After a brief introduction to the social background of Macau, the paper describes the characteristics of Macau's education in general and the development of its moral education in particular. This has taken place in the context of the strong influences on morality of both Catholicism and Confucianism. An outline of the current (...) curriculum of moral and civic education is followed by a critical appraisal of its implementation over the last few years. By means of this case study of Macau, the paper argues that a communitarian‐oriented morality in Macau is justified, and it also suggests how, by turning attention to its history, a minimal set of values can be constructed for Macau's particular social setting. Finally, some further educational challenges for Macau's future moral and civic education are reviewed. (shrink)

How to automatically detect intracranial aneurysms from Three-Dimension Time of Flight Magnetic Resonance Angiography images is a typical 3D image classification problem. Currently, the commonly used method is the Maximum Intensity Projection- based way. It transfers 3D classification into 2D case by projecting the 3D patch into 2D planes along different directions on the basis of voxel’s intensity. After then, the 2D Convolutional Neural Network is established to do classification. It has been shown that the MIP-based method can reduce the (...) demands for the samples and increase the computation efficiency. Meanwhile, the accuracy is comparable with that of 3D image classification. Inspired by the strategy of MIP, we want to further reduce the demands for samples and accelerate the training by transferring the 2D image classification into 1D case, i.e., we want to generate the 1D vectors from the MIP images and then establish a 1D CNN to do intracranial aneurysm detection and classification for 3D TOF MRA image. Specifically, our method first extracts a series of patches as the Region of Interests along the blood vessels from the original 3D TOF MRA 3D image. The corresponding MIP images of each ROI will be obtained through maximum intensity projecting. Then, we generate a series of 1D vectors by accumulating each MIP image along different directions. Meanwhile, a 1D CNN is established to detect aneurysms, in which, the input is the obtained 1D vectors and the output is the binary classification result denoting whether there are intracranial aneurysms in the considered patch. Generally, compared with 2D- and 3D-CNN, the 1D CNN-based way greatly accelerates the training and shows stronger robustness in the case of fewer samples. The efficiency of the proposed method outperforms the 2D CNN about 10 times in CPU training. Yet, their accuracies are close. (shrink)

In this paper, we reconstruct the debate between Zhuangzi 莊子 and Hui Shi 惠施 that took place on the bridge over the Hao River 濠水 as a substantive debate concerning the epistemic other‐mind skepticism according to which no one mind knows the mental states of the other. We demonstrate how this reconstruction leads to substantive conclusions of the viability of Hui Shi’s position in particular and of the other‐mind skepticism in general. This demonstration is accomplished by means of the contemporary (...) philosophical development regarding, for example, whether asserting a proposition implies that the asserter knows the proposition, whether the closure principle of epistemic logic should be held, and whether knowing something is a mental state. We hold that this debate’s resolution is substantively entangled with contemporary philosophical concerns. (shrink)

Usage-based linguistics postulates that multi-word expressions constitute a substantial part of language structure and use, and are formed through repeated chunking and stored as exemplar wholes. They are also re-used to produce new sequences by means of schematization. While there is extensive research on multi-word expressions in many spoken languages, little is known about the status of multi-word expressions in the mainstream U.S. variety of American Sign Language. This paper investigates recurring multi-word expressions, or sequences of multiple signs, that involve (...) a high-frequency sign of visual perception glossed as look and the family of ‘look’ signs. The look sign exhibits two broad functions: look/‘vision’ references literal or metaphorical vision and look/‘reaction’ signals a person’s reaction to a visual stimulus. Data analysis reveals that there are recurring sequences in distinct syntactic environments associated with the two functions of look, suggesting that look is in the process of grammaticalization from a verb of visual perception to a stance verb. The sequences demonstrate the emergence of linguistic structure from repeated use through the domain-general cognitive process of chunking in ASL. (shrink)

Although most existing studies have considered entrepreneurial bricolage as a means to overcome resource constraints in new ventures, few have explored the direct effects of entrepreneurial bricolage on employee creativity, particularly in the context of entrepreneurial internet firms. Drawing from multiple theories, this study proposes a cross-level mediation model for the trickle-down effects of entrepreneurial bricolage and business model innovation on employee creativity. By using a 2-wave longitudinal design, survey data were collected from multiple sources, including 49 leaders and 336 (...) employees from entrepreneurial internet firms in China. Multilevel structural equation modeling was applied to analyze the cross-level mediation model. The results show that both entrepreneurial bricolage and business model innovation failed to significantly and positively direct employee creativity. Furthermore, entrepreneurial bricolage exerted a cross-level influence on employee creativity that was sequentially transmitted through between-level business model innovation and within-level creative self-efficacy. The theoretical and managerial implications of these findings are also discussed. (shrink)

This research examines how firms' environmental, social and governance (ESG) performance impacts their capacity utilisation using data from listed firms in China from 2009 to 2022. We find that firms' ESG performance significantly elevates their capacity utilisation with an inverted U-shaped relationship. All three dimensions of ESG—environmental performance, social responsibility and governance—positively affect capacity utilisation, addressing gaps in enhancing firms' capacity utilisation through ESG practices. We identify an indirect transmission channel through which firms' ESG practices influence capacity utilisation, marking a (...) pioneering discovery in our study. Using structural equation modelling (SEM), we confirm that firms' ESG practices enhance capacity utilisation by improving competitiveness and customer stickiness. Additionally, we discuss potential heterogeneity in the impact of ESG performance on capacity utilisation, considering factors such as ownership structure, industry, financial constraints and equity arrangements. Our findings provide insights for governments and companies aiming to incorporate ESG principles into their decision-making processes to enhance capacity utilisation. (shrink)

The "thing-in-itself" theory occupies a pivotal position in the whole of Kantian philosophy, and scholars have expressed varying views on the intricate content of the theory. In the realm of epistemology, the theory implies at least three things: the origin of sensation, the limits of knowledge, and the rational idea. The last implication leads directly to moral reality in the realm of ethics. Interwoven and mutually comprehended, these implications are dipped in the general meaning of agnosticism. The first and third (...) implications are the opposites of a "thing-in-itself," and the second is a transition from the first to the third. (shrink)

Yen Fu was one of the four representatives who looked to the West for truth before the birth of the Chinese Communist Party. Our research on his life and work is still insufficient. Needless to say, both Yen Fu and Lin Shu were known as famous translators in pre-Liberation days. But Lin Shu cannot be equated with Yen Fu, insofar as their ideological and academic achievements and their contributions to modern China are concerned. From the post-Liberation days to the eve (...) of the Great Cultural Revolution, research works on Yen Fu remained scanty and he was seldom mentioned in articles on the advanced models among modern Chinese thinkers. More articles on Yen Fu appeared during the Criticize-Lin, Criticize-Confucius Campaign because Yen Fu had been mentioned by Chairman Mao. But the "Gang of Four" openly defied Chairman Mao's explicit direction by tampering with modern Chinese history, fabricating the struggle between the Confucians and the Legalists and describing Yen Fu as a Legalist. Chairman Mao pointed out: "Before the May Fourth movement, the struggle on the Chinese cultural front was one between the new bourgeois culture and the old feudal culture, and the antagonisms between modern schools and imperial examinations, between the new learning and the old learning and between Western thought and Chinese thought were all of the same nature." But, in the articles by Liang Hsiao and Lo Ssu-ting, all this has been described as the struggle between Legalists and Confucians and between Legalism and Confucianism. Thus, Chang Tai-yen, not Sun Yat-sen, is regarded as a bourgeois revolutionary and "Legalist." Yen Fu, not the "Confucian" K'ang Yu-wei, is treated as a representative of the bourgeois Reformists. This attitude has caused serious theoretical, ideological and academic chaos. We should do away with the chaos, conduct a thorough criticism of the "Gang of Four" and push forward our academic research work in accordance with the principle of "letting a hundred schools of thought contend.". (shrink)

The rapid worldwide spread of COVID-19 forced many countries to enforce complete lockdown and strict quarantine policies. The strict lockdown and quarantine affect the psychological state of people toward cryptocurrency. The current research aims to examine the effect of COVID-19 on Bitcoin prices concerning cumulative deaths and confirmed cases. The research comprises daily data from January 20, 2020, to April 30, 2020, during the initial worldwide breakout of COVID-19. This research employed the augmented Dickey-Fuller test to check the stationarity of (...) data, the co-integration test for the interdependency of variables, and the vector error correction model for identifying the direction and long or short-run relationship between Bitcoin prices and COVID-19. The research results show that Bitcoin prices are negatively significant and related to COVID-19 in the short-run. A unidirectional relationship between Bitcoin prices and cumulative deaths is also observed. Investors and the public’s psychological state were positively significant to Bitcoin prices in the long-term because of cashless transactions, unbanked, and less risky virus traveling. The second reason behind the positive psychological relation is un-centralization and easy-to-make payments by Bitcoin. This study’s finding provides timely evidence to decision-makers on Bitcoin price volatility and its impacts on the public’s psychological states regarding COVID-19. (shrink)

The main purpose of this article is to introduce the weighted ENSC value for cooperative transferable utility games which takes into account players’ selfishness about the payoff allocations. Similar to Shapley’s idea of a one-by-one formation of the grand coalition [Shapley ], we first provide a procedural implementation of the weighted ENSC value depending on players’ selfishness as well as their marginal contributions to the grand coalition. Second, in the spirit of the nucleolus [Schmeidler ], we prove that the weighted (...) ENSC value is obtained by lexicographically minimizing a complaint vector associated with a new complaint criterion relying on players’ selfishness. (shrink)