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Huang's book analyzes the major Neo-Confucian philosophers from the eleventh to the sixteenth centuries. Focusing on metaphysical, epistemological, and ethical philosophical issues, this study presents the historical development of the Neo-Confucian school, an outgrowth of ancient Confucianism, and characterizes its thought, background, and influence. Key concepts—for example ^Utai-ji (supreme ultimate), ^Uxin (mind), and ^Uren (humanity)—as interpreted by each thinker are discussed in detail. Also examined are the two major schools that developed during this period, Cheng-Zhu, School of Principle, and (...) Lu-Wang, School of Mind. These schools, despite different philosophical orientations, were convinced that their common goal, to bring about a harmonious relationships between man and the universe and between man and man, could be achieved through different ways of philosophizing. To understand the Chinese mind, it is necessary to understand Neo-Confucianism as a reformation of early Confucianism. This analytical presentation of major Neo-Confucian philosophers, from the eleventh to the sixteenth centuries, examines Zhou Dun-yi (1017-1073), Shao Yong (1011-1077), Zhang Zai (1020-1077), Cheng Hao (1032-1085), Cheng Yi (1033-1107), Zhu Xi (1130-1200), Lu Xiang-shan (1139-1193), and Wang Yang-ming (1427-1529). With its focus on metaphysical, epistemological, and ethical philosophical issues,Huang's study presents the historical development of the Neo-Confucian school, an outgrowth of ancient Confucianism, and characterizes its thought, background, and influence. Key concepts—for example, ^Utai-ji (supreme ultimate), ^Uxin (mind), and ^Uren (humanity)—as interpreted by each thinker are discussed in detail. The two major schools that developed during these six centuries are examined as well. Lu-Wang, School of Mind, developed in criticism of Cheng-Zhu, School of Principle. The two schools, despite different approaches toward their philosophical pursuits, were convinced that their common goals, to bring about harmonious relationships between man and the universe and between man and man, could be achieved through different ways of philosophizing. To understand the Chinese mind, it is necessary to understand Neo-Confucianism as a reformation of early Confucianism. Scholars of Eastern religions and philosophy will appreciate the objective interpretations of each thinker's philosophy, for which pertinent passages spoken by each man have been selected and translated by the author from the original Chinese, and the comparisons of the Neo-Confucian philosophies with those of the West. An introduction provides the historical background in which to study the rise of Neo-Confucianism. The study is organized ehronologically and includes a glossary of terms and a bibliography which serves as a helpful guide for further research. (shrink)

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本书内容分两部分:一.介绍了全书概况及其在中外文化史上的重要作用;二.是该要籍的精选和简注。.

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This paper demonstrated the influences of initiation, development, turn-down, and reinitiation of the dynamic capability of an entrepreneurial firm in the solar energy industry. The focus is on the impact of entrepreneurial hubris, which may affect the decision of ambidexterity that can vitalize dynamic capability. The findings indicate that, when the major decision maker has the trait of hubris, the decision-making process may be overly arbitrary, and a decision of being exploratory or exploitative alone is likely to be made. On (...) the contrary, when the founder entrepreneur is aware of the hubris and shares decisive power, the decision of being ambidextrous as a dynamic capability is more freely achieved. This paper contributes by discovery of the cognitive-based microfoundation of entrepreneurial ventures and linkage of such microfoundation to organizational ambidexterity. (shrink)

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This study examines whether penalties issued to Chinese listed companies by securities regulators for violations of corporate law affect the cost of debt, and the moderating role of corporate social responsibility fulfillment on this relationship. Our sample consists of firms listed on Shanghai and Shenzhen stock exchanges from 2011 to 2017 and the data are collected from the announcements of China Securities Regulatory Commission. The findings are as follows: punishment announcements by regulatory authorities increase the cost of debt; and the (...) effect of punishment announcements on the cost of debt is partially offset by prior CSR performance. These findings are shown to be robust. The reputation insurance effect of CSR is more pronounced in state-owned enterprises and in an institutional environment with low marketization, a weak legal environment, and low information transparency. The findings support the reputation insurance hypothesis of CSR and employ the cost of debt as a governance mechanism. (shrink)

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Given that women CEOs are usually more risk averse, engage less in opportunistic behavior, and provide higher quality earnings than men CEOs, we argue that firms with women CEOs are likely to face lower operational and information risk and thus enjoy cheaper external funds. Using a large sample of Chinese A-share listed firms operating from 2006 to 2012, we find consistent evidence that Chinese banks tend to impose lower loan costs on firms with women CEOs compared to firms with men (...) CEOs. This effect is more pronounced for non-state-owned enterprises than for state-owned enterprises, for firms without political connections than for firms with political connections, and during non-crisis periods. We do not find any significant effects for firms with women chairpersons, CFOs, or directors. (shrink)

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Psychopaths are often regarded as a scourge of contemporary society and, as such, are the focus of much public vilification and outrage. But, arguably, psychopaths are both sinned against as well as sinners. If that is true, then their status as the victims of abusive subcultures partially mitigates their moral responsibility for the harms they cause. We argue, from the neuroethics of psychopathy and antisocial personality disorder (ASPD), that communities have a moral obligation to psychopaths as well as a case (...) against them. A reflection on the genesis and developmental epidemiology of psychopathy reveals an individualist, attribution-type error evident in much Western psychological and legal thinking—an error that obscures important moral truths about psychopaths. The resulting analysis makes us reconsider the distinction between disorders and moral failings and the ethical significance of the biological or neurocognitive mechanisms underpinning psychopathy. We claim that casting aside the deficit model (based on the presupposition that psychopaths are intrinsically unlike the rest of us) in favor of a relational and holistic view of personality potentiates a more informed and inclusive set of ethical, forensic, and therapeutic attitudes. (shrink)

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The article discusses the conservative tendency of state Confucianism, particularly its celebration of political leaders and of the uniqueness of Chinese culture as an excuse to oppose Western values and reject political reform.

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Many studies of bribery acknowledge the important role of bribe-givers, but their true motives remain unclear. We propose that the likelihood of bribery depends on the willingness of an organization to affiliate with local parties or to be successful in a host country, or to have power over local parties. We further argue that different opportunities, either pervasive or arbitrary, facilitate different types of motives that affect the likelihood of bribery. In addition, we investigate the effect of perceived fairness on (...) the likelihood of bribery. We employ a 3 (motives: affiliation vs. achievement vs. power) × 2 (opportunities: pervasiveness vs. arbitrariness) × 2 (perceived fairness: high vs. low) factorial design in experimental settings among Executive MBA students in southern Taiwan. Our findings indicate that, when companies perceive a higher level of distributive fairness, high-achieving organizations are more likely to offer a bribe when the condition is pervasive. When they have a powerful motive, arbitrariness engenders a higher likelihood of bribery. When they perceive less distributive fairness, there are no significant differences between motive and opportunity. (shrink)

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Reinforcement learning relies on the reward prediction error (RPE) signals conveyed by the midbrain dopamine system. Previous studies showed that dopamine plays an important role in both positive and negative reinforcement. However, whether various reinforcement processes will induce distinct learning signals is still unclear. In a probabilistic learning task, we examined RPE signals in different reinforcement types using an electrophysiology index, namely, the feedback-related negativity (FRN). Ninety-four participants were randomly assigned into four groups: base (no money incentive), positive reinforcement (presentation (...) of money rewards), negative reinforcement (removal of money losses), and combined reinforcement (money rewards and removal of money losses) groups. In addition, in order to evaluate the engagement of emotional activity in the different reinforcement processes, Positive and Negative Affect Schedule-Expanded Form (PANAS-X) scales were applied before and after the experiment to detect the emotional changes. The results showed that there was no difference between groups in the dopamine-related learning bias. However, compared to the other three groups, negative reinforcement elicited smaller FRN (the difference-wave measure) during the learning, stronger positive affect and joviality, and less fatigue after the learning, in which the difference between the negative and positive reinforcement groups was smaller. The results indicated that pure avoidance motivation may induce distinct emotional fluctuations, which influence the feedback processing. (shrink)

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ObjectivesAs the largest cohort of healthcare workers and nurses can practice as psychotherapists to integrate the psychotherapeutic interventions as part of routine care. The present study aims to evaluate the effectiveness of supportive psychotherapy on patients who had been scheduled to undergo a fiberoptic bronchoscopy procedure.MethodsThis study retrospectively analyzed 92 patients who underwent FOB, which was divided into the SPT group and usual-care group based on whether patients were given SPT interventions or not. The Patient Health Questionnaire-9 and Hospital Anxiety (...) and Depression Scale were used to determine the severity of depression and anxiety, as well as the 36-Item Short-Form Health Survey questionnaire to evaluate the health-related quality of life. Moreover, the patients' satisfaction was assessed based on the Likert 5-Point Scale.ResultsThe baseline status of anxiety, depression, and HRQoL in patients was similar in the SPT group and the usual-care group with no significant difference. Both PHQ-9 score and HADS-D score in the SPT group after intervention were lower than that in the usual-care group, accompanied by the deceased HADS-A subscale. Moreover, the improved HRQoL was found in the patients undergoing FOB after SPT interventions as compared to those receiving conventional nursing care using the SF-36 score. Additionally, the patient satisfaction in the SPT group was higher than in the usual-care group.ConclusionsThe study demonstrated that anxiety and depression, as negative emotions, can be reduced by supportive psychotherapy in patients receiving FOB with improved mental health and satisfaction with nursing care. (shrink)

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Emotion regulation plays a vital role in individuals’ well-being and successful functioning. In this study, we attempted to develop a computerized adaptive testing to efficiently evaluate ER, namely the CAT-ER. The initial CAT-ER item bank comprised 154 items from six commonly used ER scales, which were completed by 887 participants recruited in China. We conducted unidimensionality testing, item response theory model comparison and selection, and IRT item analysis including local independence, item fit, differential item functioning, and item discrimination. Sixty-three items (...) with good psychometric properties were retained in the final CAT-ER. Then, two CAT simulation studies were implemented to assess the CAT-ER, which revealed that the CAT-ER developed in this study performed reasonably well, considering that it greatly lessened the test items and time without losing measurement accuracy. (shrink)

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本书收录论文17篇及附录三则,是汉语学术界第一部全面论述18世纪朝鲜阳明学者郑齐斗的专著,在东亚儒学研究中特别具有开拓新领域之意义。.

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Increasingly complex and volatile work environments challenge long-term employment and job security. Managers are not exempt from this, because they also often perceive their own jobs to be precarious. Drawing upon conservation of resources theory, we offer a fresh perspective to understand how and when abusive supervision is induced by manager job insecurity on a daily basis. We draw upon manager need for power as a within-person novel explanatory mechanism to explain why job insecurity triggers managers to display abusive supervision (...) on a daily basis. To test our model, we conducted a study over a period of 10 consecutive days, using an experience sampling methodology, in which 126 managers in Chinese banks completed 1,058 daily surveys. In agreement with our hypotheses, we found that manager need for power, triggered by job insecurity, is a proximal cause of abusive supervision on a daily basis, after controlling for several other variables that have been found to lead to abusive supervision. The detrimental effects of daily manager job insecurity are alleviated when managers are equipped with higher levels of trait resilience and daily state mindfulness. Thus, our findings provide a more comprehensive picture of how managers’ stable and dynamic resources operate as beneficial buffers, alleviating the harm resulting from a daily workplace stressor—in this case, job insecurity. Overall, our study traces the fluctuation of a specific resource, and reveals the consequences of manager job insecurity from a leader-centric perspective. (shrink)

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This study is to explore the gesture recognition and behavior tracking in swimming motion images under computer machine vision and to expand the application of moving target detection and tracking algorithms based on computer machine vision in this field. The objectives are realized by moving target detection and tracking, Gaussian mixture model, optimized correlation filtering algorithm, and Camshift tracking algorithm. Firstly, the Gaussian algorithm is introduced into target tracking and detection to reduce the filtering loss and make the acquired motion (...) posture more accurate. Secondly, an improved kernel-related filter tracking algorithm is proposed by training multiple filters, which can clearly and accurately obtain the motion trajectory of the monitored target object. Finally, it is proposed to combine the Kalman algorithm with the Camshift algorithm for optimization, which can complete the tracking and recognition of moving targets. The experimental results show that the target tracking and detection method can obtain the movement form of the template object relatively completely, and the kernel-related filter tracking algorithm can also obtain the movement speed of the target object finely. In addition, the accuracy of Camshift tracking algorithm can reach 86.02%. Results of this study can provide reliable data support and reference for expanding the application of moving target detection and tracking methods. (shrink)

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The fateful combination of (i) the Dunning‐Kruger effect (ignorance of one's own ignorance) with (ii) the nonlinear dynamics of the echo‐chamber between reviewers and editors fuels a self‐reinforcing collective delusion system that sometimes spirals uncontrollably away from objectivity and truth. Escape from this subconscious meta‐ignorance is a formidable challenge but if achieved will help correct a central deficit of the peer‐review process that stifles innovation and paradigm shifts.

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Abstract:Tu develops his idea of tizhi 体知 primarily or at least initially to characterize the Neo-Confucian idea of knowledge of/as virtue in contrast to knowledge from hearing and seeing. Instead of depending upon our sense organs' perceptions of external things and events, it relies upon the comprehension of our xin; instead of purely intellectual understanding of the mind aspect of xin, it is more due to the affective experiences of the heart aspect of xin; and instead of merely a piece (...) of knowledge added to its possessor, it is existentially transformative of its possessor. Knowledge of such a nature can be accounted for neither by our traditional conception of knowledge as justified true belief nor by Ryle's knowing-how. It is a third type of knowledge, knowing-to. In this sense, it is a significant contribution that Tu's Confucian idea can make to contemporary epistemology. (shrink)

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In everyday interactions, humans naturally exhibit behavioral cues, such as gaze and head movements, that signal their intentions while interpreting the behavioral cues of others to predict their intentions. Such intention prediction enables each partner to adapt their behaviors to the intent of others, serving a critical role in joint action where parties work together to achieve a common goal. Among behavioral cues, eye gaze is particularly important in understanding a person's attention and intention. In this work, we seek to (...) quantify how gaze patterns may indicate a person's intention. Our investigation was contextualized in a dyadic sandwich-making scenario in which a “worker” prepared a sandwich by adding ingredients requested by a “customer.” In this context, we investigated the extent to which the customers' gaze cues serve as predictors of which ingredients they intend to request. Predictive features were derived to represent characteristics of the customers' gaze patterns. We developed a support vector machine-based (SVM-based) model that achieved 76% accuracy in predicting the customers' intended requests based solely on gaze features. Moreover, the predictor made correct predictions approximately 1.8 s before the spoken request from the customer. We further analyzed several episodes of interactions from our data to develop a deeper understanding of the scenarios where our predictor succeeded and failed in making correct predictions. These analyses revealed additional gaze patterns that may be leveraged to improve intention prediction. This work highlights gaze cues as a significant resource for understanding human intentions and informs the design of real-time recognizers of user intention for intelligent systems, such as assistive robots and ubiquitous devices, that may enable more complex capabilities and improved user experience. (shrink)

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In recent years, with the continuous improvement of urban public transportation capacity, citizens’ travel has become more and more convenient, but there are still some potential problems, such as morning and evening peak congestion, imbalance between the supply and demand of vehicles and passenger flow, emergencies, and social local passenger flow surged due to special circumstances such as activities and inclement weather. If you want to properly guide the local passenger flow and make a reasonable deployment of operating buses, it (...) is necessary to grasp the changing law of public transportation short-term passenger flow. This paper builds a short-term passenger flow prediction model for urban public transportation based on the idea of integrated learning. The goal is to use the integrated model to accurately predict the short-term passenger flow of urban public transportation, using Multivariable Linear Regression, K-Nearest Neighbor, eXtreme Gradient Boosting, and Gated Recurrent Unit as the four seed models, and then use regression algorithm to integrate the model and predict the passenger flow, station boarding and landing, and cross-sectional passenger flow data of the typical representative line 428 in the “Huitian Area” of Beijing from January 1, 2020, to May 31, 2020. Finally, the prediction results of the submodels are compared with those of the integrated model to verify the superiority of the integrated model. The research results of this paper can enrich the short-term passenger flow forecasting system of urban public transportation and provide effective data support and scientific basis for the passenger flow, vehicle management, and dispatch of urban public transportation. (shrink)

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This study examines the relationship between chief executive officers ’ collectivistic cultural background and corporate pollution abatement behavior among industrial firms in China. Using hand-collected data on birthplaces of CEOs of the industrial firms, we provided robust evidence that CEOs born in provinces with a higher level of collectivistic culture promote corporate pollution abatement performance. This study further shows that firms exhibit significant differences in their emission reduction behavior when firms are subjected to environmental regulation shocks: firms with collectivistic CEOs (...) tend to reduce more pollution than firms with individualistic CEOs without sacrificing their firms’ production. (shrink)

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Emerging medical biotechnology typically exhibits a ‘dual-use’ nature, which, while promoting human well-being, concurrently presents potential risks of misuse or abuse, thereby posing significant threats. Globally, including in China, emerging medical biotechnology is developing rapidly. To understand the views and perspectives of Chinese scientists on dual-use concerns, this empirical study conducted semistructured qualitative interviews with researchers (n=14) from various specialties within the Chinese medical field, analysing their perspectives and ethical considerations regarding dual-use concerns. The findings of this study reveal a (...) spectrum of attitudes among interviewees towards the exploration and application of emerging medical biotechnology, ranging from aggressive to conservative. This tension reflects the complexity and challenges of seeking a balance between promoting scientific innovation and maintaining ethical boundaries. Furthermore, while there is a consensus among scientists that the development and application of biotechnology encompass both risks and benefits, their stances on weighing these factors differ, reflecting how risk perception is influenced by professional limitations. Moreover, although scientists recognise the indispensability of both self-regulation and external oversight in practice, they also exhibit misunderstandings in ethical cognition and misinterpretations of regulatory measures. In light of these findings, it is imperative for us to urgently fortify national regulatory mechanisms and the construction of legal and ethical frameworks while also enhancing the ethical awareness and risk assessment capabilities of researchers. These measures are crucial for minimising the potential risks associated with dual use and fostering the sustainable and responsible development of emerging medical biotechnology. (shrink)

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In this study, we explore the psychological mechanisms underlying the relation between college students’ post-traumatic growth and their entrepreneurial intentions in the post-COVID-19 era. Using the post-traumatic growth, entrepreneurial self-efficacy, prosocial tendency, and entrepreneurial intention scales, we tested 690 valid samples of Chinese undergraduates. The results revealed that post-traumatic growth of college students in the post-COVID-19 era will have a significant and positive effect on their entrepreneurial intentions. Additionally, the results indicated that students’ entrepreneurial self-efficacy and prosocial tendencies play a (...) partial mediation role between post-traumatic growth and entrepreneurial intentions in the post-COVID-19 era and that there is a chain mediating effect between students’ entrepreneurial self-efficacy and prosocial tendencies. This study provides valuable insights into the influence of post-traumatic growth on entrepreneurial intentions among college students in the post-COVID-19 era and suggests that colleges and universities can improve students’ entrepreneurial intentions by adopting measures to foster their post-traumatic growth, entrepreneurial self-efficacy, and prosocial tendencies. (shrink)

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Free markets alone do not work effectively to solve certain kinds of human problems, such as education, old age care, or disaster relief. Nor have markets ever been the sole solution to the psychological challenges of death, suffering, or injustice. Instead, we find a major role for the non-market institutions of society - the family, the state, and social institutions. The first in-depth anthropological study of charities in contemporary Chinese societies, this book focuses on the unique ways that religious groups (...) have helped to solve the problems of social well-being. Using comparative case studies in China, Taiwan and Malaysia during the 1980s and onwards, it identifies new forms of religious philanthropy as well as new ideas of social 'good', including different forms of political merit-making, new forms of civic selfhood, and the rise of innovative social forms, including increased leadership by women. The book finally argues that the spread of these ideas is an incomplete process, with many alternative notions of goodness continuing to be influential. (shrink)

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French phenomenology In order to explore the nature of a perception and imagination while viewing, to achieve and not let those who can see can see who links to a "depth." Things, "depth" is not the result of subjective fiction, but there's show. There - imagine making a special show of images, that is, the image-type material, to appear; to explain this "image-type material" can be nervous with the Christian school in Christ's "holy body" of the analog. Finally, the subjective (...) universe, perhaps imagine themselves encountered the phenomenon of apparent natural mode, this apparent pattern is known as the United States. The French phenomenology has explored a perceptive and imagining vision at the same time on Nature which reaches a "depth" where the visible joins the invisible. This "depth" of things is not a result of a subjective fiction but catches a manifestation of Being. The onto-phanic imagination ever since makes appear a particular image, the imaginal, which we can explicate by an analogy with the "glorious body" of Christ in the Christian theology. Finally, this subjective imagination of cosmos maybe encounters a mode of phenomenal appearing of Nature itself which can be called the beauty. (shrink)

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The concept of integrity appears in many arguments and theories in business ethics and organizational behavior where it plays multiple roles. It has been shown to have desirable organizational outcomes and is held as important by the academic and practitioner alike. Yet despite its prominence there are a variety of approaches to defining and conceptualizing it and little existent theory to explain its nature. We offer integrative social contracts theory (ISCT) as a framework that can anchor integrity in ethical theory (...) and also encompass aspects of integrity such as wholeness, consistency, and authenticity. In addition we show how ISCT can resolve some of the challenges to definitions of integrity that have been raised in the literature and hence we provide some suggestions for future academic research and suggestions for the practitioner. (shrink)

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In 2016, Taiwan’s President Tsai Ing-wen officially apologised to the island’s indigenous peoples. This national apology not only plays a persuasive role in informing the general public about the historical wrongdoings inflicted on the Taiwanese aborigines, but also constitutes a therapeutic and restorative role in the process of reconciliation with the indigenous victims. This article provides a critical discourse analysis of President Tsai’s apology. In particular, it examines the power and ideology embedded in both the speech and the related ceremony, (...) and is supplemented with extracts from interviews with a cross-section of key stakeholders, such as a former Constitutional/supreme Court Justice, indigenous/tribal leaders and members/staff/advisers from the Presidential Office Indigenous Historical Justice and Transitional Justice Committee. The analysis reveals that, despite President Tsai’s apology and reconciliation policies, instead of facilitating reconciliation, the apology appears to exacerbate the long-standing latent tension between indigenous and non-indigenous groups. While the apology opens a window for reconciliation, a higher level of commitment is required to promote structural and systemic changes, such as land restitution, before the apology can be deemed adequate. (shrink)

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Volume 20, Issue 7, July 2020, Page W12-W14.

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As a pair of important categories in traditional Chinese culture, "ming 命 (destiny or decrees)" and "tian ming 天命 (heavenly ordinances)" mainly refer to the constraints placed on human beings. Both originated from "ling 令 (decrees)," which evolved from "wang ling 王令 (royal decrees)" into "tian ling 天令 (heavenly decrees)," and then became "ming" from a throne because of the decisive role of "heavenly decrees" over a throne. "Ming" and "tian ming" have different definitions: "Ming" represented the limits Heaven placed (...) on the natural lives of human beings and was an objective force that men could not direct, but was embodied in human beings as their "destiny"; "Tian ming" reflected the moral ideals of human beings in their self-identification; It originated in man but had to be verified by Heaven, and it was therefore the true ordinance that Heaven placed on human beings. "Ming" and "tian ming" are two perspectives on the traditional relationship between Heaven and human beings, and at the same time Confucians and Daoists placed different emphasis on them. /// 摘要 "命" 与 "天命" 是传统文化中的-对重要范畴，主要指人所受到的限制。 二者都起源 "令", 由 "王令" "而" 天令又因 "天令" 对王权的决定作用从 而成为王权之 "命" 。"命" 与 "天命" 有不同规定 "命" 体现着天对人之自然 生命的限制，表现的是人所无法驾驭的客观力量，但落实于人并表现为人之 "命" ; "天命" 体现的则是人之自我确认的道德理想，其虽然出于人却又必须证之于天， 所以是天之真正的命于人者。命与天命，既体现了传统天人关系的双重视角，同时 也是儒道两家不同探索侧重的一个基本分野。. (shrink)

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This study presents an evolutionary game to model interactions among stakeholders with potential conflicts, including the operational enterprise of incineration plant, the local government, and the residents nearby. System dynamics is used to simulate the change of strategic actions corresponding to the three players, in order to seek for the evolutionary stability strategies. A numerical case is proposed to demonstrate the game theory application, in which the impacts of governmental incentive and punishment on the player’s actions are investigated. The results (...) indicated that administrative penalty is effective not only in motivating the enterprises to upgrade treatment facilities for ensuring environmental quality but also in helping the local government and residents to approach dominant strategies. Policy implications are given based on the results to lay out a foundation for the alleviation of the conflicts. (shrink)

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本书内容包括:中国古代生态美学思想寻踪、西方文化生态资源撷英、民族文化生态美窥视、生态美的学理研讨、生态美的实证研究。.

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Aiming at the problem of real-time detection and location of moving objects, the deep learning algorithm is used to detect moving objects in complex situations. In this paper, based on the deep learning algorithm of wireless sensor networks, a novel target motion detection method is proposed. This method uses the deep learning model to extract visual potential representation features through offline similarity function ranking learning and online model incremental update and uses the hierarchical clustering algorithm to achieve target detection and (...) positioning; the low-precision histogram and high-precision histogram cascade the method which determines the correct position of the target and achieves the purpose of detecting the moving target. In order to verify the advantages and disadvantages of the deep learning algorithm compared with traditional moving object detection methods, a large number of comparative experiments are carried out, and the experimental results were analyzed qualitatively and quantitatively from a statistical perspective. The results show that, compared with the traditional methods, the deep learning algorithm based on the wireless sensor network proposed in this paper is more efficient. The detection and positioning method do not produce the error accumulation phenomenon and has significant advantages and robustness. The moving target can be accurately detected with a small computational cost. (shrink)

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Fingerprint recognition is the most widely used identification method at present. However, it still falls short in terms of cross-platform and algorithmic complexity, which exerts a certain effect on the migration of fingerprint data and the development of the system. The conventional image recognition methods require offline standard databases constructed in advance for image access efficiency. The database can provide a pre-processed image via a specific method that probably is compatible merely with the specific recognition algorithm. Then, the specific recognition (...) algorithm starts the process of retrieving these specific pre-proessing images for recognition and inevitably will be blocked from other datasets. The proposed method in this research designed an embedded image processing algorithm based on a Siamese neural network in the recognition method that allows the proposed method to recognize images from any source without constructing a database for image storage in advance. In this research, the proposed method was applied to fingerprint recognition and evaluation of the proposed method was evaluated. The results showed that the accuracy of the proposed algorithm was up to 92%, and its F1 score was up to 0.87. Compared with the conventional fingerprint matching methods, its significant advantage in the FRR, FAR, and CR jointly indicated the remarkable correct recognition rate of the proposed method. (shrink)

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