In this study, we focus on the problem of information expiration when using the traditional collaborative filtering algorithm and propose a new collaborative filtering algorithm by integrating the time factor. This algorithm considers information influence attenuation over time, introduces an information retention period based on the information half-value period, and proposes a time-weighted function, which is applied to the nearest neighbor selection and score prediction to assign different time weights to the scores. In addition, to further improve the quality of (...) the nearest neighbor selection and alleviate the problem of data sparsity, a method of calculating users’ sentiment tendency by analysis of user review features is proposed to mine users’ attitudes about the reviewed items, which expands the score matrix. The time factor and sentiment tendency are then integrated into the K-means clustering algorithm to select the nearest neighbor. A hybrid collaborative filtering model based on the improved K-means clustering algorithm is then proposed, by combining item-based and user-based collaborative filtering. Finally, the experimental results show that the proposed algorithm can address the time effect and sentiment analysis in recommendations and improve the predictive performance of the model. (shrink)

We examine enforcement action in China’s emerging markets by focusing on the agents that impose this action and the role played by supervisory boards. Using newly available databases, we find that supervisory boards play an active role when Chinese listed companies face enforcement action. Listed firms with larger supervisory boards are more likely to have more severe sanctions imposed upon them by the China Security Regulatory Commission, and listed companies that face more severe enforcement actions have more supervisory board meetings. (...) Our findings are of interest, as supervisory boards in China are generally perceived to be dysfunctional. This study contributes to the existing literature in three ways. First, we shed light on the effects of supervisory boards whose role in a fraud setting has not yet been examined. Second, the study has important policy implications for governance reform. Finally, our analyses provide the most up-to-date picture of fraud and governance issues in China’s ever-growing markets. (shrink)

We examine the dynamics between enforcement actions and the responses from both the board of directors and supervisory boards amid China's governance reform. Rather than examining determinants of fraudulent activities, we investigate, after enforcement actions are imposed, whether the board of directors and supervisory boards react differently, and whether their different reactions play a role in preventing future occurrences of frauds. We find that both boards react to enforcement actions, but only the responses from the board of directors help us (...) curb future enforcements under certain circumstances. The supervisory board fails to play any role in preventing future enforcements, even though it is one of the two monitoring mechanisms in the listed companies. Policy implications are discussed. (shrink)

温振宇(1934~ ),号方无隅,辽宁辽阳人,河南大学副教授,开封华夏文化书院教授兼副院长.

BackgroundTemporal interference (TI) stimulation is a novel technique that enables the non-invasive modulation of deep brain regions. However, the implementation of this technology in humans has not been well-characterized or examined, including its safety and feasibility.ObjectiveWe aimed to examine the feasibility, safety, and blinding of using TI on human participants in this pilot study.Materials and methodsIn a randomized, single-blinded, and sham-controlled pilot study, healthy young participants were randomly divided into four groups [TI and transcranial alternating current stimulation (tACS) targeting the (...) right frontoparietal region, TI-sham, and tACS-sham]. Each participant was asked to complete N-back (N = 1 to 3) tasks before, during, and after one session of stimulation to assess their working memory (WM). The side effects and blinding efficacy were carefully assessed. The accuracy, reaction time (RT), and inverse efficiency score (IES, reaction time/accuracy) of the N-back tasks were measured.ResultsNo severe side effects were reported. Only mild-to-moderate side effects were observed in those who received TI, which was similar to those observed in participants receiving tACS. The blinding efficacy was excellent, and there was no correlation between the severity of the reported side effects and the predicted type of stimulation that the participants received. WM appeared to be only marginally improved by TI compared to tACS-sham, and this improvement was only observed under high-load cognitive tasks. WM seemed to have improved a little in the TI-sham group. However, it was not observed significant differences between TI and TI-sham or TI and tACS in all N-back tests.ConclusionOur pilot study suggests that TI is a promising technique that can be safely implemented in human participants. Studies are warranted to confirm the findings of this study and to further examine the effects of TI-sham stimulation as well as the effects of TI on deeper brain regions. (shrink)

Recently, we found that the Pseudomonas aeruginosa type II secreted protease IV functions as a unique Arabidopsis innate immunity elicitor. The protease IV‐activated pathway involves G protein signaling and raises the question of how protease elicitation leads to the activation of G protein‐mediated signaling, because plants do not appear to have metazoan‐like G protein‐coupled receptors. Importantly, our data suggest that Arabidopsis has evolved a mechanism to detect the proteolytic activity of a pathogen‐encoded protease, supporting the host‐pathogen arms race model. In (...) the case of opportunistic multi‐host pathogens like P. aeruginosa, however, it is not plausible that P. aeruginosa is simultaneously co‐evolving in a gene‐for‐gene manner with all of its potential hosts, which include plants, nematodes, insects, and mammals. This prompts us to ask what is the driving force for co‐evolution of defense response in Arabidopsis and pathogenesis of P. aeruginosa, which might not have been subject to iterative cycles of evolutionary selections. (shrink)

With the continuous development of the era of big data, community management plays an important role in people’s mental health. Improve people’s mental health through the use of big data to improve governance of the community. To solve the problem, sequence segmentation is used in feature extraction, histogram absolute difference calculation and K-means intelligent algorithm, to analyze the existing problems one by one. Research shows that it is possible to systematically govern the community through big data and intelligent computing, so (...) that community residents can live a higher quality of life. In order to get rid of psychological problems, it can be solved by establishing special psychological support institutions in the community and strengthening the role of the government in community management. With the continuous development of big data, the application of big data and intelligence in community governance and mental health community is a trend. With the continuous progress of society, it also brings pressure to people, which leads to the decline of people’s mental health quality. We need to do something to improve community governance and people’s mental health. (shrink)

Subjective well-being is defined as how happy and satisfied a person is in his life. To date, among the significant determinants of subjective well-being, national income is considered an important one. However, not much focus has been paid to other determinants of subjective well-being, such as education and information and communication technologies. Therefore, this study aims to investigate the short- and long-run impact of education and ICTs on subjective well-being in China over the period 1996–2020. To empirically investigate the nexus, (...) we have employed bounds testing approach to cointegration and error correction modeling. The long-run estimates attached to education are positive and significant, implying that a rise in average years of schooling help increases the level of happiness. However, the long-run estimate attached to the internet is significant and positive in the happiness model. As far as the interaction term between education and the internet is concerned, the estimate is positive and significant. In short-run, the estimates of education, ICTs, and an interaction term between them are also significantly positive. (shrink)

The existing numerous adaptive variants of differential evolution have been improved the search ability of classic DE to certain extent. Nevertheless, those variants of DE do not obtain the promising performance in solving black box problems with unknown features, which is mainly because the adaptive rules of those variants are designed according to their designers’ cognition on the problem features. To enhance the optimization ability of DE in optimizing black box problems with unknown features, a differential evolution with autonomous selection (...) of mutation strategies and control parameters is proposed in this paper, inspired by autonomous decision-making mechanism of reinforcement learning. In ASDE, a historical experience archive with population features is utilized to preserve accumulated historical experience of the combination of mutation strategies and control parameters. Furthermore, the accumulated historical experience can be autonomously mapped into rules repository, and the individuals can choose the combination of mutation strategies and control parameters according to those rules. Additionally, an updating and utilization mechanism of the historical experience is designed to assure that the historical experience can be effectively accumulated and utilized efficiently. Compared with some state-of-the-art intelligence algorithms on 15 functions of CEC2015, 28 functions of CEC2017, and parameter extraction problems of the photovoltaic model, ASDE has the advantages of solution accuracy, convergence speed, and robustness in solving black box problems with unknown features. (shrink)

Each of us bears a unique name given to us at birth. When people use your name, they typically refer to you. But what is the linkage that ties a name to a person and hence allows it to refer? Li's book approaches this question of reference empirically through the medium of referential intuitions. Building on the literature on philosophical and linguistic intuitions, she proposes a linguistic-competence-based account of referential intuitions. Subsequently, using a series of novel experiments, she investigates the (...) variation of referential intuitions across different cultures, as well as the developmental trajectory and the underlying causes of the observed cultural differences. What she finds is that the cultural patterns of referential intuitions are already in place around age seven, and the differences are largely attributable to the distinct perspective taking strategies favoured by easterners and westerners, rather than the moral valence of actions involved in the experimental materials. These results are taken to better support referential pluralism (in particular, the ambiguous view) than referential monism. By undertaking this fascinating research, Li's book provides new insights into the cognitive mechanisms underlying people's referential usage of names. It will be valuable to students and scholars of linguistics, philosophy of language and experimental philosophy, and in particular, to those who research into semantic intuitions and theories of reference. (shrink)

Every philosophical mode has a unique conceptual system. Qi has consistently been a fundamental part of ancient Chinese philosophy, and its significance is obvious. Guided by the idea of re-evaluating all values, Yan Fu, who was deeply influenced by Western philosophy and logic, used reverse analogical interpretation to present a new explanation of the traditional Chinese concept of qi. Qi thus evolved into basic physical particles. Yan’s philosophical effort has great significance: The logical ambiguity that had haunted qi was overcome. (...) However, qi gradually evolved into a particular existence as it was Westernized. It completely lost its internal flavor as indigenous Chinese philosophy. Its previous philosophical abstraction and universality diminished and at the same time it was not Westernized into the pure concept of Hegel’s philosophy. (shrink)

EDITOR’S ABSTRACTThis article gives an overview of Shang Yang portrayals in four stages: from Han Fei’s sympathetic yet balanced assessment, passing over a variety of conflicting Han views, skipping through “the two millennia of vilification” to Zhang Taiyan’s rediscovery of Shang Yang, and ending up at the Shang Yang fervor of the 1970s. Zeng shows how the figure of Shang Yang keeps popping up with a certain regularity, inciting conflicts about his legacy. He also argues that at each flare of (...) the debate, what was really at stake was not a mere assessment of the long gone Warring States-period Qin reformer, but of the then current policies that needed to be indirectly addressed. (shrink)

The past three years have seen a steady growth of interest in researching and practicing Philosophy for Children in educational settings in China because many educators and administrators consider it as a coherent curriculum for developing student critical, creative, caring and collaborative thinking. Excited and gratified with children’s philosophical sensitivity and enthusiasm, three representative Elementary Schools in mainland China, namely South Station Elementary School from Yunnan Province, Shanghai Liuyi Elementary School, and Washi Elementary school from Zhejiang Province, started to practice (...) P4C in the late 1990s and the early twenty-first century. Without succumbing to the aggravated uniformity of the educational system, the three schools demonstrated innovative ways to reform their educational practice, which helped to develop a different form of Chinese educational praxis. This study provides a review on three schools’ P4C practice from the perspective of motivation, development of school-based curricula, the mode and effect of P4C. The three schools found Lipman’s P4C curriculum inspiring but, for the most part, culturally and contextually inappropriate, thus developed their own P4C textbooks, pedagogy and conceptual framework. The study further offers glimpses of P4C historical development in the past thirty years in the model schools, and discusses the challenges, opportunities, existing methodological approaches, theoretical and practical tensions that Chinese P4Cers experienced when P4C being practiced. Then it proposes methodological advancements and possibilities of future P4C practice and research in mainland China. (shrink)

Situated within the framework of Confucian family-oriented ethics, this book explores the issue of familial partiality and specifically discusses whether it is morally praiseworthy to love one's family partially. In reviewing the tension between familial partiality and egalitarian impartiality from different perspectives while also drawing on binary metrics to understand the issue - that is, the weak and strong sense of familial partiality in Confucian moral theory - the author carefully discusses the efficacy of three major arguments to justify moral (...) partiality. It is concluded that the tree argument fails to justify moral partiality in Confucianism, the evolutionary argument only justifies moral partiality in the weak sense that we should devote more resources to our family, and the care argument fails to justify moral partiality in the strong sense that family takes priority in any case even at the expense of the principle of justice. Seeking to address the quandary, the author advances an alternative argument based on Thomas Aquinas' theory of love to interpret Confucian view of partial relationships, holding that partial treatment is assumed in partial relationships. The title will appeal to scholars and students interested in Confucianism, Chinese Philosophy, Moral Philosophy, and Comparative Philosophy. (shrink)

The past three years have seen a steady growth of interest in researching and practicing Philosophy for Children (P4C) in educational settings in China because many educators and administrators consider it as a coherent curriculum for developing student critical, creative, caring and collaborative thinking. Excited and gratified with children’s philosophical sensitivity and enthusiasm, three representative Elementary Schools in mainland China, namely South Station Elementary School from Yunnan Province, Shanghai Liuyi Elementary School, and Washi Elementary school from Zhejiang Province, started to (...) practice P4C in the late 1990s and the early twenty-first century. Without succumbing to the aggravated uniformity of the educational system, the three schools demonstrated innovative ways to reform their educational practice, which helped to develop a different form of Chinese educational praxis. This study provides a review on three schools’ P4C practice from the perspective of motivation, development of school-based curricula, the mode and effect of P4C. The three schools found Lipman’s P4C curriculum inspiring but, for the most part, culturally and contextually inappropriate, thus developed their own P4C textbooks, pedagogy and conceptual framework. The study further offers glimpses of P4C historical development in the past thirty years in the model schools, and discusses the challenges, opportunities, existing methodological approaches, theoretical and practical tensions that Chinese P4Cers experienced when P4C being practiced. Then it proposes methodological advancements and possibilities of future P4C practice and research in mainland China. (shrink)

Presents Li Zehou's culminating views on ethics in a series of works that highlight the importance of Confucian philosophy today.

This study adds to the theory of family business management by exploring the effects of family ownership on the corporate misconduct of small firms in the United States. The empirical findings indicate that small family-owned firms are less likely to commit misconduct than small non-family-owned firms. We interpret this finding as family firms aiming to achieve the trans-generational succession of moral capital. Further investigation shows a nonlinear family-ownership–misconduct relationship. A negative relationship between them only appears in mature firms. We further (...) show that for relatively mature firms, only family firms with older owners are less likely to commit corporate misconduct. (shrink)

The service failure of online shopping has always plagued online stores, but the current academic circles still need to explore the service recovery of online shopping from the perspective of empathy and consumer forgiveness. Based on the service failure cases of real online shopping, this article uses the method of situational experiment to carry out empirical research, discusses the impact mechanism of service recovery effect from the perspective of empathy and consumer forgiveness, and tests the moderating role of online store (...) reputation. The results show that in the online shopping service recovery scenario, empathy has a positive impact on consumer forgiveness, consumer forgiveness has a positive impact on consumer repurchase intention, and consumer forgiveness plays a mediating effect between empathy and consumer repurchase intention. Online store reputation plays a moderating role in the relationship between consumer forgiveness and consumer repurchase intention. The research conclusion of this article will help to expand the application of empathy and consumer forgiveness in the research of service recovery, enrich the theory of online shopping service recovery, improve the effect of online shopping service recovery, and promote the healthy development of online shopping business models. (shrink)

Few would deny that something ontologically depends on something else. Given that something depends on something, what depends on what? Huayan Buddhism 華嚴宗, a prominent Chinese Buddhist school, is known for its extensive thesis of interdependence, according to which everything depends on everything else. This intriguing thesis is entangled with seemingly paradoxical claims that everything is not only identified with everything else but also contained within it. Moreover, the radical thesis of interdependence entails that dependence is pervasive and symmetric. In (...) this paper, I first develop a contemporary interpretation of Huayan interdependence by employing the definitional account of essence and the essence-based account of dependence. Through these contemporary resources, I elucidate and unify the theses of interdependence, mutual identity, and mutual containment within Huayan Buddhism. I then propose a unique framework of ontological dependence that suggests varying degrees of ontological dependence, aimed at accommodating and explaining away our intuitions against pervasive and symmetric dependence. By contemporizing Huayan Buddhism, I explore its potential and facilitate engagement between contemporary metaphysics and Huayan Buddhism. (shrink)

According to Zhiyi 智顗 (538–597), the founder of the Chinese Buddhist Tiantai school 天臺宗, “one object is all objects;” hence, all objects are profoundly interconnected. In this paper, I critically examine Zhiyi’s metaphysics of objects as presented in the historical Tiantai texts and subsequently develop a contemporary and accessible thesis of interconnectedness by integrating Zhiyi’s views with resources from contemporary analytic philosophy, particularly relative identity. By drawing on Zhiyi’s insights and incorporating contemporary philosophical ideas, I also illustrate how historical Chinese (...) Buddhism and contemporary analytic metaphysics can be mutually informing. (shrink)

Research has independently highlighted the roles of semantic memory and associative abilities in creative thinking. However, it remains unclear how these two capacities relate to each other, nor ho...

本书以中国国学经典中的古代宇宙理论为线索, 通过经典国学中反映的我们祖先对宇宙世界的不同认知、描述与探索, 研究了中国古人不同时期朴素的唯物宇宙观及其演进发展历程, 反映了古人对外在世界的执着探索和认知水平.

Li Shicen jiang yan ji -- Li Shicen lun wen ji.

Regular polysemes are sets of ambiguous words that all share the same relationship between their meanings, such as CHICKEN and LOBSTER both referring to an animal or its meat. To probe how a distributional semantic model, here exemplified by bidirectional encoder representations from transformers (BERT), represents regular polysemy, we analyzed whether its embeddings support answering sense analogy questions similar to “is the mapping between CHICKEN (as an animal) and CHICKEN (as a meat) similar to that which maps between LOBSTER (as (...) an animal) to LOBSTER (as a meat)?” We did so using the LRcos model, which combines a logistic regression classifier of different categories (e.g., animal vs. meat) with a measure of cosine similarity. We found that (a) the model was sensitive to the shared structure within a given regular relationship; (b) the shared structure varies across different regular relationships (e.g., animal/meat vs. location/organization), potentially reflective of a “regularity continuum;” (c) some high-order latent structure is shared across different regular relationships, suggestive of a similar latent structure across different types of relationships; and (d) there is a lack of evidence for the aforementioned effects being explained by meaning overlap. Lastly, we found that both components of the LRcos model made important contributions to accurate responding and that a variation of this method could yield an accuracy boost of 10% in answering sense analogy questions. These findings enrich previous theoretical work on regular polysemy with a computationally explicit theory and methods, and provide evidence for an important organizational principle for the mental lexicon and the broader conceptual knowledge system. (shrink)

A major controversy in the study of the "Analects" has been over the relation between two central concepts, ren (humanity, human excellence) and li (rites, rituals of propriety). Confucius seems to have said inconsistent things about this relation. Some passages appear to suggest that ren is more fundamental than li, while others seem to imply the contrary. It is therefore not surprising that there have been different interpretations and characterizations of this relation. Using the analogy of language grammar and mastery (...) of a language, it is proposed here that we should understand li as a cultural grammar and ren as the mastery of a culture. In this account, society cultivates its members through li toward the goal of ren, and persons of ren manifest their human excellence through their practice of li. (shrink)

This book explores and elaborates three theories of public reason, drawn from Rawlsian political liberalism, natural law theory, and Confucianism. Drawing together academics from these separate approaches, the volume explores how the three theories critique each other, as well as how each one brings its theoretical arsenal to bear on the urgent contemporary debate of medical assistance in dying. The volume is structured in two parts: an exploration of the three traditions, followed by an in-depth overview of the conceptual and (...) historical background. In Part I, the three comprehensive opening chapters are supplemented by six dynamic chapters in dialogue with each other, each author responding to the other two traditions, and subsequently reflecting on the possible deficiencies of their own theories. The chapters in Part II cover a broad range of subjects, from an overview of the history of bioethics to the nature of autonomy and its status as a moral and political value. In its entirety, the volume provides a vibrant and exemplary collaborative resource to scholars interested in the role of public reason and its relevance in bioethical debate. (shrink)

Abusive supervision, defined as subordinates’ perception of the extent to which supervisors engage in the sustained display of hostile verbal and non-verbal behaviors, excluding physical contact, is associated with various negative outcomes. This has made it easy for researchers to overlook the possibility that some supervisors regret their bad behavior and express remorse for their actions. Hence, we know little about how subordinates react to the perception that their supervisor is remorseful and how this perception affects the outcomes of supervisors’ (...) undesired behavior. Specifically, drawing on the social exchange theory and displace revenge literature, this study explains how abusive supervision leads to victims’ service sabotage behavior. In addition, this study also investigates how perceived supervisors’ remorse mitigates the adverse effects of abusive supervision. Based on time-lagged, dyadic data from Chinese individuals, this study found support for all the proposed relationships, i.e., abusive supervision leads to service sabotage through the mediating effect of revenge desire. The findings also conclude that PSR lessens the detrimental effects of abusive supervision on victims’ behavior with their customers. Finally, this research contributes to service sabotage literature by highlighting the possibility where abusive supervisors cause service sabotage behavior among victims. This study also shows the importance of PSR’s role in decreasing service sabotage behavior exhibited by victims of abusive supervisors in the service sector. (shrink)