In electrical resistance tomography technology for human lung, under the same experimental conditions, the width of the sensitive field boundary electrode has a significant impact on the calculation accuracy of the inverse problem besides the finite element model topology. Aiming to improve the quality of reconstructed images, the FEM for human lung was set up based on prior knowledge. On this basis, the electrode width of the FEM was optimised by comparing the morbidity degrees of the sensitivity matrix and Hessian (...) matrix, the uniformity of sensitivity distribution, and the quality of reconstructed images, which can improve the accuracy of solving the inverse problem significantly. (shrink)

The development and application of artificial intelligence (AI) technology has raised many concerns about privacy violations in the public. Thus, privacy-preserving computation technologies (PPCTs) have been developed, and it is expected that these new privacy protection technologies can solve the current privacy problems. By not directly using raw data provided by users, PPCTs claim to protect privacy in a better way than their predecessors. They still have technical limitations, and considerable research has treated PPCTs as a privacy-protecting tool and focused (...) on possible technical improvements. In this article, we argue that PPCTs cannot effectively protect privacy in the narrow sense due to their technical limitations. Moreover, although these shortcomings could be remedied, they still fall into a paradox because their aim is to protect privacy, but they could reveal private information from users. This paradox of privacy protection not only aggravates the social impact arising from AI privacy issues but may also make the current privacy protection lose its meaning, resulting in a situation in which privacy protection is useless. (shrink)

This study was designed to estimate the associations between self-efficacy and professional identity. A total of 1,051 freshmen nursing students from the Be Resilient to Nursing Career program were recruited from four universities between September and November 2020. A latent profile and moderated meditation analysis were performed. Four profiles of self-efficacy were identified and named as Lowest, Med-low, Med-high, and Highest. The mediating role of resilience and the moderating effect of role models were also identified. Therefore, self-efficacy, resilience, and role (...) models may be three important factors to professional identity in FNSs and these relationships should be further validated in longitudinal or interventional studies. (shrink)

The conceptual changes of Jian儉 in the pre-Qin period were the results of changes in the social and political structure. It originally referred to Jian virtue, which was a kind of political norm of clan states. This required the aristocrats to be moderate in accordance with the patriarchal hierarchy and generously share their wealth with their own clansmen. The opposite of Jian virtue is Tan and Chi. In the middle of the Spring and Autumn Period, many states formed their politics (...) based on ministerial families. The aristocrats glorified greed and extravagance as Fu, and stigmatized Jian virtue as Pin. After the collapse of the clan-based state order, the states in the Warring States Period gradually developed into territorial states, and the institutional political norm became a new, abstract concept, indicated by the compound Jian Yue and was used to describe the consumption attitudes of individuals and families. Meanwhile, with the increase of social mobility, the pursuit of riches was highly popular in the ideological world. The new expression of “means-ends” advocated by Legalists, which stipulated that individuals and families acquire wealth through Jian Yue, took shape and endures to this day. (shrink)

Multiway join queries incur high-cost I/Os operations over large-scale data. Exploiting sharing join opportunities among multiple multiway joins could be beneficial to reduce query execution time and shuffled intermediate data. Although multiway join optimization has been carried out in MapReduce, different design principles are not considered. To bridge the gap of not considering the optimization of Big Data platforms, an end-to-end multiway join over Flink, which is called Join-MOTH system, is proposed to exploit sharing data granularity, sharing join granularity, and (...) sharing implicit sorts within multiple join queries. For sharing data, our previous work, Multiquery Optimization using Tuple Size and Histogram system, has been introduced to consider the granularity of sharing data opportunities among multiple queries. For sharing sort, our previous work, Sort-Based Optimizer for Big Data Multiquery, has been introduced to consider the implicit sorts among join queries. For sharing join, additional modules have been tailored to the J-MOTH optimizer to optimize sharing work by exploiting shared pipelined multiway join among multiple multiway join queries. The experimental evaluation has demonstrated that the J-MOTH system outperforms the naive and the state-of-the-art techniques by 44% for query execution time using TPC-H queries. Also, the proposed J-MOTH system introduces maximal intermediate data size reduction by 30% in average over Hadoop-like infrastructures. (shrink)

Heart disease is the deadliest disease and one of leading causes of death worldwide. Machine learning is playing an essential role in the medical side. In this paper, ensemble learning methods are used to enhance the performance of predicting heart disease. Two features of extraction methods: linear discriminant analysis and principal component analysis, are used to select essential features from the dataset. The comparison between machine learning algorithms and ensemble learning methods is applied to selected features. The different methods are (...) used to evaluate models: accuracy, recall, precision, F-measure, and ROC.The results show the bagging ensemble learning method with decision tree has achieved the best performance. (shrink)

Mr. Tang Junyi is the son of the great scholar of Sichuan, Mr. Tang Difeng. As a child, he received much of the nurturing influence of the scholarship in his family; he was a wise young man from a very tender age, with many unusual thoughts. Since the publication of his essay "The theory of Nature in Xun Zi's Thought" when he was fifteen years old and still in middle school, Mr. Tang has pursued the road of a scholar and (...) a thinker with the utmost dedication, as indefatigably today, after several decades, as if it were only the beginning. In the end, with his accomplishments of moral conduct and wisdom, his widespread and profound influence as a teacher, and his magnificent accomplishments in scholarship, he has established an unmatched reputation among academic circles both at home and abroad, and has become an epoch-making philosopher of contemporary China who has stood far above his generation, remained unbent and unsubdued by the test of time, and has established his own school of thought for the ages. (shrink)

Most research in environmental psychology is conducted in individualistic countries and focuses on factors pertaining to individuals. It is yet unclear whether these findings also apply to more collectivistic countries, in which group factors might play a prominent role. In the current paper, we test the individual-focused value–identity–behaviour pathway, in which personal biospheric values relate to pro-environmental actions via environmental self-identity, in an individualistic and a collectivistic country. Furthermore, we test in both countries whether a new group-focused pathway also exists, (...) in which group values relate to pro-environmental behaviour via environmental group identity, particularly in collectivistic countries. Questionnaire studies were conducted among Dutch and Chinese students. Our results indicated that personal biospheric values, mostly via environmental self-identity, predict pro-environmental behaviour in both countries. We also found initial support for our newly proposed value–identity–behaviour pathway at the group level, particularly in China. Yet, in both countries, the association between group-level variables and pro-environmental behaviour was weaker than for personal-level variables, and partly overlapped with personal-level variables. Our findings show the relevance of personal- and group-level factors in understanding pro-environmental behaviour in both individualistic and collectivistic countries, which has strong theoretical and practical implications, particularly for developing international strategies to promote pro-environmental actions across the world. (shrink)

Consumer indirect misbehavior in access-based consumption is a significant challenge for enterprises. The literature is in short of a deep understanding of the antecedent conditions of consumer indirect misbehavior in this context and limited by inconsistent findings, calling for developing a holistic and integrative theoretical framework. This study integrates three commonly used theoretical perspectives in the consumer misbehavior literature to present holistic archetypes of consumer indirect misbehavior formation. In accordance with this theoretical objective, we adopted an emerging approach for configurational (...) analysis, i.e., fuzzy-set qualitative comparative analysis, to analyze the complex combinations of six influencing factors. We collected data using a scenario-based field survey of 264 experienced consumers of a popular bike-sharing service in China. The scenarios were developed based on relevant literature and a Delphi study. The fsQCA results reveal multiple configurations for high and low levels of consumer misbehavior intention. Specifically, perceived benefits and moral definition play important roles, while the effect of sanctions is highly dependent on other factors. These results lead us to derive three theoretical propositions for antecedent conditions leading to consumers’ indirect misbehavior intentions in access-based consumption. This study enriches our understanding of the causes of misbehavior and provides novel insights for management practitioners to take appropriate countermeasures. (shrink)

The Drunken Man’s Talk: Tales from Medieval China. By Luo Ye. Translated by Alister D. Inglis. Seattle: University of Washington Press, 2015. Pp. xxiii + 214. $50 ; $30.

In contemporary China, physicians tend to require more diagnostic work-ups and prescribe more expensive medications than are clearly medically indicated. These practices have been interpreted as defensive medicine in response to a rising threat of potential medical malpractice lawsuits. After outlining recent changes in Chinese malpractice law, this essay contends that the overuse of expensive diagnostic and therapeutic interventions cannot be attributed to malpractice concerns alone. These practice patterns are due as well, if not primarily, to the corruption of medical (...) decision-making by physicians being motivated to earn supplementary income, given the constraints of an ill-structured governmental policy by the over-use of expensive diagnostic and therapeutic interventions. To respond to these difficulties of Chinese health care policy, China will need not only to reform the particular policies that encourage these behaviors, but also to nurture a moral understanding that can place the pursuit of profit within the pursuit of virtue. This can be done by drawing on Confucian moral resources that integrate the pursuit of profit within an appreciation of benevolence. It is this Confucian moral account that can formulate a medical care policy suitable to China's contemporary market economy. (shrink)

Over the last quarter-century, China has experienced dramatic changes associated with its development of a market economy. The character of clinical practice is also profoundly influenced by the ways in which reimbursement scales are established in public hospitals. The market distortions that lead to the over-prescription of drugs and the medically unindicated use of more expensive drugs and more costly high-technology diagnostic and therapeutic interventions create the most significant threat to patients. The payment of red packets represents a black-market attempt (...) to circumvent the non-market constraint on physicians' fees for services. These economic and practice pattern changes are taking place as China and many Pacific Rim societies are reconsidering the moral foundations of their professional ethics and their bioethics. The integrity of the medical profession and the trust of patients in physicians can only be restored and protected if the distorting forces of contemporary public policy are altered. (shrink)

This study explored the relations between the social support network of mothers of children with autism spectrum disorder, perceived social support, and their subjective wellbeing. The participants were mothers of children with ASD in Shanghai. Their social support network structure was explored via the nomination method. Perceived social support was measured using the Revised Social Provisions Scale for Autism, and the mothers’ subjective wellbeing was assessed using the Index of Wellbeing, Index of General Affect. A significant correlation was observed between (...) the subjective wellbeing of mothers of children with ASD and perceived social support. Meanwhile, perceived social support was significantly correlated with the effectiveness of overall social support. Finally, perceived social support was also significantly correlated with the network size of social support. Moreover, the effectiveness of social support was significantly associated with the network size of social support and was highly significantly associated with the degree of intimacy of social support. Furthermore, the network size of instrumental support has a significant influence on all perceived social support subdimensions. Overall, social support effectiveness plays an important role in the social support network mechanism on perceived social support and subjective wellbeing in China. (shrink)

Based on the quarterly data of mutual funds in China from the fourth quarter of 2004 to the fourth quarter of 2019, this paper constructs a series of complex bipartite networks based on the overlapped portfolios of mutual funds and then explores the influences of fund network position on mutual fund’s investment behavior and performance. This paper finds that a mutual fund with shorter information transmission path to other entities in the fund network or with stronger ties with those entities (...) in important information positions will achieve better investment performance. However, a stronger mediating role over the potential information flow of the fund network cannot help a mutual fund increase performance. The empirical results also indicate that a mutual fund holding stock portfolios with high valuation difficulties caused by the market or fundamental information uncertainty will achieve better investment performance, while holding hard-to-value portfolios caused by limited public information will reduce the performance of the fund. Furthermore, high closeness centrality or eigenvector centrality can help mutual funds deal with the disclose problems of public information, thus reducing the likelihood of a mutual fund holding hard-to-value portfolios caused by limited public information to achieve worse performance. Eigenvector centrality brings information advantages about company fundamentals, so it is easier for a mutual fund with high eigenvector centrality to profit from holding hard-to-value portfolios caused by the fundamental information uncertainty. The conclusions of this paper can enhance our understanding of the fund network and its information mechanism and shed new light on mutual fund’s information advantages and related asset allocation strategies. (shrink)

This article studies a type of comparative in Mandarin Chinese, which has rarely been discussed in the literature (Cheng 1966). I refer to them as Differential Verbal Comparatives (DVCs). I show that DVCs, unlike Chinese adjectival and adverbial comparatives, allow differentials that are definite DPs, for example, Jane Eyre he Pride and Prejudice ‘Jane Eyre and Pride and Prejudice’. Based on this fact and other empirical differences between DVCs and adjectival/adverbial comparatives in Mandarin Chinese, I motivate and develop a mapping-based (...) semantic analysis of DVCs and argue that this analysis fares better than a degree-based analysis. (shrink)

With the rapid development of Internet technology and the reform of the education model, online education has been widely recognized and applied. In the process of online learning, various types of browsing behavior characteristic data such as learning engagement and attitude will be generated. These learning behaviors are closely related to academic performance. In-depth exploration of the laws contained in the data can provide teaching assistance for education administrators. In this paper, the random forest algorithm is used to determine the (...) importance of factors for the relationship between 11 learning behavior data and students' psychological quality test data, a total of 12-dimensional feature data and grades, and extracts six factors that have a greater impact on grades. Through the research of this paper, the method of random forest is innovatively used, and it is found that the psychological factor is one of the six important factors. This paper innovatively uses BP neural network as the prediction model, takes six important factors as input, and establishes a complete method of online learning performance prediction. The research in this paper can help teachers monitor students' learning status, detect abnormal learning behaviors and problems in time, and make timely and effective teaching interventions and adjustments in advance according to the abnormal status of students found. (shrink)

This paper aims to examine in detail the Christian interpretations on the Confucian concept of the nature of the heaven’s mandate [天命之性] during the late Ming and early Qing dynasties from historical and textual perspective. Neo-Confucians of the Song Dynasty interpret the nature of the heaven’s mandate as human nature, believing that heaven endowed humans with reason, known as the heavenly principle [天理]. In the late Ming period, Christian missionaries such as Jesuits in China used Confucian classics to convey Christian (...) thoughts, interpreting the heaven’s mandate as God’s mandate and the nature of the heaven’s mandate as the spirituality bestowed by God, which is equated with the soul. They also used the nature of the heaven’s mandate as a criterion for determining the authenticity of a teaching (religion[教]), asserting that Christianity is the true teaching (religion). Thus, Christianity in the late Ming and early Qing dynasties provides a new interpretation on the nature of the heaven’s mandate and promotes the integration of Christian and Confucian thoughts through this interpretation.Contribution: The paper provides a detailed review of the history of Christian interpretations on the nature of the heaven’s mandate during the late Ming and early Qing dynasties. Currently, there is limited scholarly research on the theological thoughts of Christianity during this period. This study not only enhances the understanding of the new interpretations by Christianity but also aids in comprehending the theological ideas of Christianity during the late Ming and early Qing periods. By reinterpreting Confucian classics, Christianity endowed them with new meanings, offering valuable references for the localisation of Christian theology and the study of cross-cultural exchange. (shrink)

The content of Chinese folk paintings by nongminhua is based on morality and national philosophy, which can inspire and raise the morale of citizens. This type of incentive differs from agitation and advertising in the usual sense of these concepts. This is a form of complex artistic expression combining symbolic lyrics and philosophical reflections, which has in its arsenal methods of active stimulation aimed at gaining the trust of the audience and expanding the coverage of propaganda activities. The object of (...) this study is the Chinese folk paintings of nongminhua, and the subject is their educational and propaganda functions. The pictorial language of Chinese folk painting with a clearly defined theme, rich illustrative language, features of mass art, as well as its inherent tendency to widespread distribution distinguishes nongminhua from other art forms. All these differences inevitably become the reason for a completely different, unique force of social impact of folk paintings. The main conclusion of the study is that the simplicity of creating folk paintings, their inherent features of information dissemination and cultural functions have led to a wide range of their existence at different stages of China's social development. Brightness and visibility made the nongminhua understandable to the general population, determined their effectiveness in the implementation of educational and propaganda functions. (shrink)

The North Atlantic Treaty Organization bombing of China's embassy in Yugoslavia on May 7, 1999, triggered a sharp reaction from the Chinese government, and for three consecutive days after May 8 there were violent anti-American demonstrations, with the emergence of a powerful wave of anti-American nationalism among the populace in mainland China. The May Eighth Incident was the most important political incident in China in the 1990s. Not only will this incident have a major impact on relations between China and (...) the United States, and among China and its peripheral countries and regions, but the nationalism it has triggered will be a constant and major political factor with far-reaching effects on the political culture and political options in the era of "post-omnipotentism". (shrink)

We examine the effect of the cross-border merger and acquisition (M&A) activities of Chinese firms on their corporate social responsibility (CSR) performance. We find that Chinese acquirers significantly increase CSR performance and CSR spending following cross-border M&As. The legal origins and social norms of host countries are found to positively affect the acquirers’ CSR performance and CSR spending in the post-M&A period. The results are consistent with Chinese acquirers signaling their commitment toward CSR through cross-border M&As to respond to diverse (...) stakeholder demands and strengthen corporate reputation. We also provide evidence that Chinese firms’ knowledge acquisition through cross-border M&As boosts green innovation. In addition, we show that the financial performance of Chinese acquirers does not suffer in the long term, indicating that strategic CSR investments can be integrated with other corporate investment activities. Our study demonstrates how cross-border M&As affect stakeholder value beyond value for shareholders. (shrink)