As one of the key technologies for accelerating the construction of the ubiquitous Internet of Things, demand response not only guides users to participate in power market operations but also increases the randomness of grid operations and the difficulty of load forecasting. In order to solve the problem of rough feature engineering processing and low prediction accuracy, a short-term load forecasting model of LSTM neural network considering demand response is proposed. First of all, in view of the strong randomness and (...) complexity of input features, the weighted method is used to process multiple input features to strengthen the contribution of effective features and tap the potential value of features. Secondly, an improved genetic algorithm is used to obtain the best LSTM parameters; finally, the special gate structure of the LSTM model is used to selectively control the influence of input variables on the model parameters and perform load forecasting. The experimental results show that the research has high prediction accuracy and application value and provides a new way for the development of power load forecasting. (shrink)

In terms of civilian casualties directly and indirectly caused by the war, the Taiping Heavenly Kingdom Movement was the largest war in world history in the second half of the nineteenth century and had a strong East Asian Christian background. This article adopts the ‘historical contextualism’ approach of the Cambridge School in the history of political thought, and through a comparison of the relevant views of Karl Marx, Max Weber and Kang Youwei, it reveals that this intentional omission comes from (...) a specific combination of modernisation routes and modernisation political construction choices. In contemporary China, the study of Christian theory and the practice of church organisation still need to answer the question of the general public as to whether Christianity can bring about a better life, both materially and spiritually.Contribution: This article pointed out that three contemporaries, Marx, Weber and Kang, all evaluated the Taiping Heavenly Kingdom Movement as a revolution of Christianity in China from the standpoint of ‘China’s need for modernisation’, but differed in their evaluation of the position and role of the religious reform factor in the process of modernisation in China. However, they differed in their assessment of the position and role of the Reformation factor in the process of modernisation in China. The article reveals that for Protestant Christianity in contemporary China, it is still necessary to carefully handle its relationship with the government and to satisfy the people’s real needs for a modernised material and spiritual life. Meanwhile, it sheds light on the issue of ‘heterocultural adaptability’ brought about by the expansion and spread of Protestant Christianity in East Asia, as well as on the question of whether Protestantism and Confucianism in the process of modern conversion can achieve peaceful coexistence. (shrink)

Self-serving leadership is a form of unethical leadership behavior that has destructive effect on its targets and the overall organization. Adopting a social cognition perspective, this study expands our knowledge of its adverse effect and the way to mitigate the effect. Integrating two sub-theories of social cognition, we propose a theoretical model wherein self-serving leadership hinders team creativity through psychological safety as well as knowledge hiding, with task interdependence acting as a contextual condition. Results from a sample of 107 R&D (...) teams revealed that self-serving leadership not only reduced team psychological safety, but also induced team knowledge hiding, both of which ultimately affected team creativity. The presence of high task interdependence buffered the destructive effect of self-serving leadership on team creativity via team psychological safety as well as the indirect effect via knowledge hiding. (shrink)

Memory exhibits episodic superposition, an analog of the quantum superposition of physical states: Before a cue for a presented or unpresented item is administered on a memory test, the item has the simultaneous potential to occupy all members of a mutually exclusive set of episodic states, though it occupies only one of those states after the cue is administered. This phenomenon can be modeled with a nonadditive probability model called overdistribution (OD), which implements fuzzy-trace theory's distinction between verbatim and gist (...) representations. We show that it can also be modeled based on quantum probability theory. A quantum episodic memory (QEM) model is developed, which is derived from quantum probability theory but also implements the process conceptions of global matching memory models. OD and QEM have different strengths, and the current challenge is to identify contrasting empirical predictions that can be used to pit them against each other. (shrink)

Background:When the contagious COVID-19 spread worldwide, the frontline staff faced unprecedented excessive work pressure and expectations of all of the society.Objective:The aim was to explore healthcare workers’ stress and influencing factors when caring for COVID-19 patients from an altruistic perspective.Methods:A cross-sectional, descriptive study was conducted in a tertiary hospital during the outbreak of COVID-19 between February and March 2020 in Wuhan, the capital city of Hubei province in China. Data were collected from 1208 healthcare workers. Descriptive statistics and multiple linear (...) regression were used to analyze the data.Ethical considerations:Research ethics approval (with the code of TJ-IRB20200379) was obtained from Tongji Hospital, Tongji Medical College of Huazhong University of Science and Technology. Written informed consent was also received from participants.Results:Less than 60% of participants chose moderate or severe stress on all stressors, indicating a low stress level among healthcare workers. The main source of stress among frontline healthcare workers caring for COVID-19 patients came from the fear of being infected, the fear of family members being infected, and the discomfort caused by protective equipment. Frontline staff who were nurses, were married, and had worked more than 20 days suffered higher stress, whereas rescue staff showed lower stress.Conclusion:The healthcare workers caring for patients with COVID-19 had low stress level, although they still had the fear of being infected or uncomfortable feeling caused by personal protective equipment. A low stress level among healthcare workers indicated their professional devotion and altruism during COVID-19 epidemic. Medical institutions and the government should continue to strengthen infection prevention measures and provide more comprehensive care involving families of frontline healthcare workers, especially nurses and married staff. It will be a lesson to other countries that awaking healthcare workers’ inside motivation and providing necessary support from government and society were significant. (shrink)

According to the reports in the past decade, some Asian subcontractors, mainly Taiwan, Hong Kong and Korea transnational corporations, tend to be labor abusive in their overseas investment destinations like China or Southeast Asia. Taking Vietnam as an example, this paper raises questions as to why Taiwanese transnational companies can control workplace unions in a trade-union-supportive regime. Given the government s constraint of political rights, and the individualized workplace unions, the function of trade unions in Vietnam is destined to be (...) limited. The trade unions turn out be an arm of management, rather than representing workers interests in these transnational companies. This article also explores the influence of the newly developed codes of conducts from Western buyers. In the survey of three companies which are required to follow the codes of conduct by buyers, trade unions had no more freedom than those in companies without codes of conduct. The paper discusses the implications of this research, offering strategies for labor rights improvements. (shrink)

The escalating integration of Artificial Intelligence (AI) in clinical settings carries profound implications for the doctrine of informed consent, presenting challenges that necessitate immediate attention. China, in its advancement in the deployment of medical AI, is proactively engaging in the formulation of legal and ethical regulations. This paper takes China as an example to undertake a theoretical examination rooted in the principles of medical ethics and legal norms, analyzing informed consent and medical AI through relevant literature data. The study reveals (...) that medical AI poses fundamental challenges to the accuracy, adequacy, and objectivity of information disclosed by doctors, alongside impacting patient competency and willingness to give consent. To enhance adherence to informed consent rules in the context of medical AI, this paper advocates for a shift towards a patient‐centric information disclosure standard, the restructuring of medical liability rules, the augmentation of professional training, and the advancement of public understanding through educational initiatives. (shrink)

Anxiety is one of the most important affective factors affecting college students' foreign language learning. Especially in the Internet age, new teaching ideas and methods bring new load and anxiety to students' psychology. Taking students who attend a college English online course learning as the research object, this paper analyzes the general situation and professional skills of the students' psychological anxiety under the network environment by using the method of investigation and data analysis. It conceives six methods to reduce the (...) students' psychological anxiety according to the reason analysis and summarizes the more effective ways with data mining of another questionnaire. It points out that teachers can advocate the mode of group learning and peer cooperation, strengthen the timeliness and diversity of tests, increase the richness of extracurricular activities, and increase teachers' and students' quality of online teaching and learning to reduce the anxiety of students' foreign language learning in an online teaching environment. (shrink)

We've had quite a number of outbreaks of "culture fever": The first one was apparently in 1985, when I was studying overseas, and friends told me the fever was raging at home in China. When I came home in 1988, I was in time for the second one. And over the last two years there has been a fever of cultural criticism, or "discussions on the humanist spirit." It looks as though the phenomenon of culture fever has certain similarities to (...) a flu epidemic. The first two fevers were fairly respectable, and at least provided information on some of the things that had been achieved in the social sciences overseas; but the latest one has been no good at all, consisting as it does mostly of the airing of complaints. It is claimed that the attitude of society toward intellectuals in the humanities is incorrect; that the intellectuals themselves are incorrect; that since Confucius said "The gentleman understands what is moral; the small man understands what is profitable" [Analects IV. 16], we should be trying to emulate the gentleman. Probably other things too have been said, but I believe that these have been the main points of most discussions during this outbreak of cultural criticism fever. Wang Shuo has come in for a good deal of abuse this time, in the same way that, in Water Margin, Lei Heng the "Winged Tiger," county head of Yuncheng, is jeered at in the courtesan's house when someone tells him, "It would be easier for a dog to grow horns than for you to know the proper way to behave here!" Culture is just this sort of establishment, and the riff-raff are definitely not allowed to set foot inside it. Looked at in this way, culture is a set of values centered on the self, and implies a closing of the ranks against outsiders. But I have no wish to think too badly of others, so I shall just say that the "culture" which is so much in favor this time is a kind of moral strength which demands that we should all preserve our personal integrity and not be tainted by material desires. We cultural workers are like Tang dynasty Buddhist monks, and the material desires of the everyday world are like the female scorpion spirit. We must not be seduced by the sorceress and sleep with her, for then, when we have lost our original yang essence and the pure seed has left us, we will no longer be virgins, and will not be fit to go to the Western Heaven and worship the Buddha. […] But if I go on talking such rubbish, other people may not acknowledge me as a cultural worker and may deprive me of the right to discuss cultural issues. What I am trying to say is that if this fever continues, I shall soon no longer know what culture is. (shrink)

About a month ago, I went to a university to give a lecture. During the questions-and-answers and discussion, a young fellow standing in the last row drew a good deal of attention: "Some people today show concern for spiritual values but are very helpless where material life is concerned." However, he said, "more people are pursuing only material benefits and have absolutely no spiritual requirements." You may perhaps doubt that people today truly, as he indicated, regard the spiritual and the (...) material as "fish-and-bear's-paws"—if you want the one, you have to give up the other. (shrink)

Once upon a time, Don Quixote, the Knight of the Sad Countenance, and his trusty squire Sancho Panza were going along the road when they met a band of villagers carrying swords and sticks, on the way to attack their enemies. The noble knight asked the villagers why they wanted to fight and heard the following tale.

I, too, belong to the "old three classes."* At the age when I should have been in college, I went to Yunnan to dig ditches. This was bad for me; but worse, still, it caused my parents great anxiety. It has been said that worrying about their children took years off the lives of the parents of educated youth who were sent to the countryside, and that is how it was in my family. Parents always try to protect their growing (...) children, and to be powerless to do so during that exceptional decade meant they had a lot of worry. As an adult, I have had pangs of conscience about this, and especially so when my father passed away. When I think about the details, of course, it was not my fault; but those feelings never go away. (shrink)

This paper argues that the structural obscurity in Kant’s Critique of the Power of Judgment reflects his tacit employment of three correlated but distinct notions: necessity considered as the universal validity of the judgment of taste; necessity considered as a feature of the judgment itself; and necessity considered as a feature of the mental free harmony that obtains in judging certain forms with taste. These distinctions have not been sufficiently recognized by commentators so far. Clarification of these three notions can (...) shed new light on the structure of the first part of Kant’s third Critique as well as on debates over the plausibility of his claims regarding taste. (shrink)

PurposeThis study aimed to explore current developments and trends in the field of subjective well-being of older adults at a macro level and identify research hotspots.MethodsWe included reviews and articles on the SWB of older adults in the Web of Science Core Collection published from 2002 to 2021. We used CiteSpace to draw a knowledge map of the authors, institutions, countries, references, and keywords for visual analysis and used Microsoft Excel tables to count basic information details.ResultsA total of 354 papers (...) were included, and the number of papers published over the past two decades showed a pattern of growth. The core force of publications was primarily attributed to studies conducted in Europe, North America, Asia, and Oceania, which have relatively major issues of aging and good economic strength. However, links between states, institutions, and authors were relatively weak. Cluster analysis showed that the research field could be divided into eight topics: the application of social psychology in the study of the SWB of older adults, aging in older adults, health condition of older adults, achieving successful aging, interventions for SWB, age differences in SWB research, an economic perspective of SWB research and social support for older adults. Current research frontiers are socioeconomic status, community, intervention, participation, adjustment, validation, and personality.ConclusionThe results of the present study provided a comprehensive picture in the research field of SWB of older adults. It showed that the mechanism, especially the bidirectional effect, between the SWB of older adults and its influencing factors is still worthy of further exploration. More research on evidence-based and intervention strategies should be conducted in the future. (shrink)

Despite the importance of ethical leadership, the impacts of its different facets on firm-level performance are unclear. Drawing on the resource-based view of the firm and the group engagement model, we propose that ethical leadership consisting of leader humane orientation, leader responsibility and sustainability orientation and leader moderation orientation are beneficial to firm performance, and leader justice orientation plays moderating roles. We empirically tested this theoretical framework employing multi-source survey data collected from 264 Chinese firms. The findings reveal that both (...) leader humane orientation and leader responsibility and sustainability orientation have positive influences on both firm financial and social performance, while leader moderation orientation only has positive influence on firm financial performance. In addition, leader justice orientation positively moderates the relationship between leader humane orientation and leader responsibility and sustainability orientation and financial performance as well as the relationship between leader moderation orientation and social performance. These findings provide theoretical and practical implications for understanding how different facets of ethical leadership jointly function to influence firm performance. (shrink)

The ideology about the relation between goodness and beauty for Confucius and the early Confucians is the continuation of the aesthetic tradition long before Confucius’s time, which sees more value in Yuejiao, namely, music/beauty education, than in Lijiao, Moral education. No doubt Confucius’s aesthetic idea is featured as the juxtaposition of Li and Yue, goodness and beauty. But we must not forget that Confucius, taking himself as a preserver of the sages’ tradition, personally values Yue (music/beauty) over Li (ritual/moral). It (...) is in this context that we argue that taking the unity of beauty and goodness as a Confucian aesthetic feature is a misinterpretation of his teaching and is poles apart from the ancient Chinese aesthetic tradition and from Confucius’ aesthetics. (shrink)

The study of dialectical logic has a history of nearly one hundred years in China. It is significant for understanding both the growth of Chinese logic and the Sinicization of Marxism to review dialectical logic in the context of introducing the study of Marxism in China. Debates about dialectical logic in Chinese academic circles involve not only the problems of logic itself, but more importantly the understanding of Marxist philosophy. In the 1920s and 1930s, some Marxist researchers in China were (...) influenced by the philosophers and logicians of the former Soviet Union, and they came very close to equating dialectical logic with Marxist dialectics. They also identified the formal logic originating from ancient Greece as metaphysics, praising the former and criticizing the latter. In the upsurge of Marxist philosophy in the 1950s and 1960s, Chinese logicians carried out normal and formal academic research on dialectical logic. During the period from the end of 1970s to the end of 1990s, the research and teaching of dialectical logic in China reached its heyday, and logicians performed comprehensive and detailed research on some critical issues, including the basic laws of dialectical logic, which they tried to formalize. Since the beginning of the 21st century, dialectical logic has ceased to prosper and has faded from the core field of the discipline of logic, although some honorable scholars still persist in studying it. (shrink)

In addition to the classical mode of classroom philosophy education that focuses on the history of philosophical thinking, methods of “doing” and “using” philosophy, including philosophical practice and philosophical drama can also form part of philosophy education. Such thinking and language exercises are introduced into activities of the academic philosophy cafe, Inner Mongolia University’s 1957 Coffee. Based on core activities of the philosophy cafe as well as the concept of “language game”, an additional language training project is being designed for (...) bilingual participants and language learners, especially for students in secondary education. A two-pronged approach of linguistic and philosophical foci encourages learners to sharpen their minds to the use of languages in the academic world. (shrink)

This paper presents a bioinspired lower extremity exoskeleton robot. The proposed exoskeleton robot can be adjusted in structure to meet the wearer’s height of 150–185 cm and has a good gait stability. In the gait control part, a method of identifying different locomotion modes is proposed; five common locomotion modes are considered in this paper, including sitting down, standing up, level-ground walking, ascending stairs, and descending stairs. The identification is depended on angle information of the hip, knee, and ankle joints. (...) A deep locomotion mode identification model based on long-short term memory architecture is proposed in this paper for exploiting the angle data. We conducted two experiments to verify the effectiveness of the proposed method. Experimental results show that the DLMIM is capable of learning inherent characteristics of joint angles and achieves more accurate identification than the other models. The last experiment demonstrates that the DLMIM can recognize transitions between different locomotion modes in time and the real-time performance varies with each individual. (shrink)

Numerous studies have demonstrated that both catechol- O -methyltransferase ( COMT ) gene and monoamine oxidase A ( MAOA ) gene have been involved in aggressive behavior, as have stressful life events (SLEs). However, most of available evidence was based upon single gene or single gene–environment design, which is limited in accounting for the variance of aggressive behavior, a complex phenotype. This study examined the possible gene × gene × environment interactions between SLE (interpersonal problems and academic pressure) and two (...) genetic polymorphisms ( MAOA T941G and COMT Ala22/72Ser) correlated with aggressive behaviors in a sample of 658 Chinese male adolescents. Mothers and teachers reported on adolescents’ aggressive behavior using Achenbach’s Child Behavior Checklist and Teacher Report Form, respectively. Adolescents completed Self-Rating Life Events Checklist. Saliva samples were collected for DNA analysis. The results revealed no main effects of MAOA T941G and COMT Ala22/72Ser polymorphisms on male adolescents’ aggressive behaviors. However, a two-way interactive effect of interpersonal problems and MAOA T941G genotype on teacher-reported aggressive behavior was observed: adolescents with lower activity of MAOA T allele, but not those with MAOA G allele, exhibited greater aggressive behavior with an increase in interpersonal problems. A three-way interaction among COMT Ala22/72Ser and MAOA T941G polymorphisms, and SLE in the academic pressure on aggressive behavior was also identified. Among adolescents with lower activity of COMT GT/TT genotype and MAOA T allele, the higher level of academic pressure was significantly linked with an amplification of aggressive behavior, whereas this association didn’t exist among those with other genotypes. The present study presents the first evidence of COMT × MAOA × SLE interaction effect on male adolescents’ aggressive behavior, highlights the importance of considering distinct domains of stressful events and information bias when examining the effect of MAOA and COMT on aggressive behavior, and thereby contributes to MAOA gene-aggression and COMT gene-aggression literature. (shrink)

The Confucian doctrine of _tianxia_ outlines a unitary worldview that cherishes global justice and transcends social, geographic, and political divides. For contemporary scholars, it has held myriad meanings, from the articulation of a cultural imaginary and political strategy to a moralistic commitment and a cosmological vision. The contributors to _Chinese Visions of World Order_ examine the evolution of tianxia's meaning and practice in the Han dynasty and its mutations in modern times. They attend to its varied interpretations, its relation to (...) realpolitik, and its revival in twenty-first-century China. They also investigate tianxia's birth in antiquity and its role in empire building, invoke its cultural universalism as a new global imagination for the contemporary world, analyze its resonance and affinity with cosmopolitanism in East-West cultural relations, discover its persistence in China's socialist internationalism and third world agenda, and critique its deployment as an official state ideology. In so doing, they demonstrate how China draws on its past to further its own alternative vision of the current international system. Contributors. Daniel A. Bell, Chishen Chang, Kuan-Hsing Chen, Prasenjit Duara, Hsieh Mei-yu, Haiyan Lee, Mark Edward Lewis, Lin Chun, Viren Murthy, Lisa Rofel, Ban Wang, Wang Hui, Yiqun Zhou. (shrink)

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

In recent years, supply chain finance is exploited to solve the financing difficulties of small- and medium-sized enterprises. SME credit risk assessment is a critical part in the SCF system. The diffusion of SME credit risk may cause serious consequences, leading the whole supply chain finance system unstable and insecure. Compared with traditional credit risk assessment models, the supply chain relationship, credit condition of SME, and core enterprises should all be considered to rate SME credit risk in SCF. Traditional methods (...) mix all indicators from different index systems. They cannot give a quantitative result on how these index systems work. Furthermore, traditional credit risk assessment models are heavily dependent on the number of annotated SME data. However, it is implausible to accumulate enough credit risky SMEs in advance. In this paper, we propose an adaptive heterogenous multiview graph learning method to tackle the small sample size problem for SMEs’ credit risk forecasting. Three graphs are constructed by using indicators from supply chain operation, SME financial indicator, and nonfinancial indicator individually. All the graphs are integrated in an adaptive manner, providing a quantitative explanation on how the three parts cooperate. The experimental analysis shows that the proposed method has good performance for determining whether SME is risky or nonrisky in SCF. From the perspective of SCF, SME financing ability is still the main factor to determine the credit risk of SME. (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)

Previous studies have demonstrated positive correlations between children’s interpersonal trust and social adjustment. However, the psychological mechanism underlying this effect is still unclear. The current study tested the indirect roles of teacher–student relationships from both students’ and teachers’ perspectives in a Chinese context. In total, 709 pupils from grade three to grade five, and their 17 head teachers from a Chinese public primary school participated in this study. The Children’s Generalized Trust Beliefs Scale, Social Adjustment Scale for Children and Adolescents, (...) and Teacher–Student Relationship Questionnaire were used in this study. All these variables were correlated with each other. Structural equation models showed that the interpersonal trust indirectly influenced social adjustment through the teacher–student relationship from students’ perspectives, while the teacher–student relationship from teachers’ perspectives did not play an indirect role. These findings suggest that the teacher–student relationship perceived by students is more important for children’s social adjustment than that perceived by teachers. Both parents and teachers should pay more attention to developing children’s interpersonal trust, build better teacher–student relationships, and focus more on how children feel about the relationship. (shrink)