Conventional methods for fault diagnosis typically require a substantial amount of training data. However, for equipment with high reliability, it is arduous to form a large-scale well-annotated dataset due to the expense of data acquisition and costly annotation. Besides, the generated data have a large number of redundant features which degraded the performance of models. To overcome this, we proposed a feature transfer scenario that transfers knowledge from similar fields to enhance the accuracy of fault diagnosis with small sample. To (...) reduces the redundant information, data were filtered according to manifold consistency. Then, features were extracted based on CNN and feature transfer was conducted. For adequate fitness, the joint adaptation of conditional distribution and marginal distribution was used between the two domains. Minimum structural risk and MMD of adaptation were two indicators weighted for training the model. To test the efficiency of the model, we built an airborne fuel pump testbed, and contributed a new dataset that contained 15 categories of fault data, which serves as the small sample dataset in this research. Then the proposed model was applied in our experimental data. As a result, the fault diagnosis rate increases by 28.6% through our proposed model, which is more precise than other classical methods. The results of feature visualization further demonstrate that the features are more distinguished through the proposed method. All code and data are accessible on my GitHub. (shrink)

Driven by the theory of sustainable development, Chinese firms have gradually realized the importance of ESG disclosure. Executives play a core role in ESG decision-making, but whether and how top management team (TMT) faultlines affect ESG disclosure has yet to be systematically discussed. Based on the attention-based view and faultline theory, we select 6456 observations of 910 Chinese A-share listed firms from 2012 to 2021 as the research object to empirically test the above critical practical issues that have not been (...) fully answered. We find that TMT information-based faultlines improve firms' ESG disclosure, but TMT social category faultlines reduce firms' ESG disclosure. In addition, the internal mechanism test showed that the TMT's future-oriented attention plays a mediating role in the above relationship. Finally, we also find that institutional shareholding enhances the positive impact of the TMT's future-oriented attention on ESG disclosure. This study enriches the literature on TMT faultlines and ESG disclosure, demonstrating that the composition of the TMT and its attention allocation are important factors for promoting firms' ESG disclosure. The conclusions of this study can help firms strengthen their ESG disclosure by building efficient TMTs and provide important implications for firms to better fulfill their ESG responsibilities. (shrink)

The American psychoanalyst and developmental psychologist Daniel Stern’s idea of vitality forms might suggest a new solution to explain how other minds are intensely expressed in their actions. Vitality forms characterize the expressive style of actions. The effective perception of vitality forms allows people to recognize the affective states and intentions of others in their actions, and could even open the possibility of properties of objects that are indicated by the given actions. Currently, neurophysiological studies present that there might be (...) a neural mirror mechanism in the dorso-central insula, middle cingulate cortex, and other related cerebral areas, which serve to preferably perceive and deliver vitality forms of actions. In this article, possible types of vitality forms related to other minds, which have been brought to particular attention in recent years, have been collected and discussed in the following four areas: Vitality forms on understanding non-verbal intention, on understanding verbal intention, vitality forms as grounding social cognition, and as grounding social emotion. These four areas, however, might refer to an entirety of a binary actor-observer communicative landscape. In this review, we try to simplify the analysis by relying on two fundamental dimensions of criteria: first, the idea of vitality forms is conceived as the most basic way of observing subsequent higher-order dimensions of action, that is, understanding intention in the style of action. Thus, in the first two subsections, the relationships between vitality forms and their roles in understanding non-verbal and verbal intention have been discussed. Second, vitality forms could also be conceived as background conditions of all the other mental categories, that is, vitality forms can ground cognition and emotion in a social context. In the second dimension, the existence of social cognition or emotion depends on the existence of the stylistic kinematics of action. A grounding relation is used to distinguish a ground, that is, vitality forms, and its grounded mental categories. As relating with the domain of social perception, in this review, it has been discussed vitality forms possibly could ground social cognition and social emotion, respectively. (shrink)

In eukaryotic cells, heterochromatin is typically composed of tandem DNA repeats and plays crucial roles in gene expression and genome stability. It has been reported that silencing at individual units within tandem heterochromatin repeats exhibits a position‐dependent variation. However, how the heterochromatin is organized at an individual repeat level remains poorly understood. Using a novel genetic approach, our recent study identified a conserved protein Rex1BD required for position‐dependent silencing within heterochromatin repeats. We further revealed that Rex1BD interacts with the 14‐3‐3 (...) protein to regulate heterochromatin silencing by linking RNAi and HDAC pathways. In this review, we discuss how Rex1BD and the 14‐3‐3 protein coordinate to modulate heterochromatin organization at the individual repeat level, and comment on the biological significance of the position‐dependent effect in heterochromatin repeats. We also identify the knowledge gaps that still need to be unveiled in the field. (shrink)

Compared to other forms of memory, episodic memory is commonly viewed as special for being distinctively metarepresentational and, relatedly, uniquely human. There is an inherent ambiguity in these conceptions, however, because “episodic memory” has two closely connected yet subtly distinct uses, one designating the recollective experience and the other designating the underlying neurocognitive system. Since experience and system sit at different levels of theorizing, their disentanglement is not only necessary but also fruitful for generating novel theoretical hypotheses. To show this, (...) I first argue that accepting the phenomenally conscious contents of episodic remembering as metarepresentational does not necessitate a metarepresentational conception of the episodic memory system. In its stead, I sketch an alternative account on which the metarepresentational character of episodic remembering is generated through the interaction of first-order outputs of the episodic memory system with other neurocognitive components of the brain. Complemented with a first-order account of the memory system, the system-experience distinction further supplies a novel understanding of the human uniqueness of episodic recollection, one that is compatible with there being an evolutionarily conserved episodic memory system. Overall, by distinguishing the two equivocal senses of “episodic memory” in our theorizing, we unearth an opportunity to understand how the distinctive phenomenology of our episodic recollection is related to and implemented in the cognitive architecture. (shrink)

Corporate social responsibility has generally been recognized as corporate pro-social behavior aimed at remediating social issues external to organizations, while political CSR has acknowledged the political nature of such activity beyond social aims. Despite the growth of this literature, there is still little attention given to gender as the starting point for a conversation on CSR, ethics, and the Global South. Deploying critical insights from feminist work in postcolonial traditions, I outline how MNCs replicate gendered neocolonialist discourses and perpetuate exploitative (...) material dependences between Global North/south through CSR activities. Specifically, I address issues of neocolonial relations, subaltern agency, and ethics in the context of gendered global division of labor through the exemplar of Rana Plaza and its aftermath. In all, I offer new directions for CSR scholarship by attending to the intersections of gender, ethics, and responsibility as they relate to corporate actions in the Global South. (shrink)

The article is intended to show that bertolt brecht absorbed foreign materials, In this case chinese philosophy, And transformed them into new intellectual experiences and visions which were strictly his own. The author examines the thought of five chinese philosophers, Confucius, Lao-Tzu, Mencius and chuang-Tzu and mo-Tzu, With whom brecht became familiar. Since chinese philosophers are essentially social philosophers, Brecht read them in order to find guidance in his search for a political and social theory which was to become the (...) basis of his literary work. The study of chinese philosophy led brecht to modify his marxism in a way which amounts to a reinvention of it. (shrink)

Since the SARS crisis in 2003, institutionalized emergency management systems have been established in each government level for improving inter-organizational collaboration in China. Major accidents require participation of public organizations affiliated with multiple government levels, and the lack of collaboration and coordination among the involved organizations within the critical time constraints during the response process is an existing problem. In this research, a case study of examining the intergovernmental and cross-sectoral collaboration for responding to a well-known oil pipeline explosion accident (...) in China by a complex network method is conducted. The aim is to obtain managerial insights in improving the existing emergency management system in a centralized political-administrative context, such as China. A mixed method of data collection is applied to identify the participating organizations and to determine the interaction spanning organizational boundaries in both hierarchical and horizontal dimensions. An emergency response network is built and visualized for representing intergovernmental and interorganizational collaboration during the response process of the major accident by social network analysis tools. The SNA indicators are used to measure quantitatively the network structure at the levels of the whole network, subnetwork, and node. The obstacles of achieving intergovernmental collaboration are found, and managerial suggestions for improving the existing emergency management system are provided. This research indicates that the Chinese government should pay attention to establishing and sustaining partnerships with private and nonprofit organizations and conduct a blend of hierarchical, market, and network principles in fostering collaboration for addressing major accidents. The public organizations in the local government level are shown to be more active than other participators in coordinating their response operations, and their capability should be emphasized for improvement. Additionally, the interactive relationships among specific emergency function groups and between the affected communities and organizations performing emergency command and coordination function should be strengthened. (shrink)

Commentary on the Brahmasūtra of Bādarāyaṇa, aphoristic basic text of Vedānta philosophy, from Shakta point of view.

This study conducted a cross-sectional investigation of facial appearance dissatisfaction between patients before undergoing orthognathic surgery and a non-surgical sample to evaluate the potential influencing factors of facial appearance dissatisfaction. A sample of 354 participants completed a set of questionnaires concerning facial appearance dissatisfaction, interpersonal pressure, media pressure, and fear of negative appearance evaluation (112 patients, 242 controls). The patients reported higher facial appearance dissatisfaction, more media pressure, more interpersonal pressure, and a greater fear of negative appearance evaluation among others (...) than the control group. Moreover, regression analyses identified interpersonal pressure and fear of negative appearance evaluation as the main influencing factors on facial appearance dissatisfaction whether in the orthognathic patients or in the control groups. The associations between the perceptions of interpersonal pressure, fear of negative appearance evaluation, and facial appearance dissatisfaction support the possible utility of strengthening social experiences and psychological intervention in preventing and treating these appearance-concerns, especially for the orthognathic patients. (shrink)

Driven by the cognitive-neoassociationistic model of aggression, this study examines how supervisors’ negative affect at work influences their interaction with subordinates, which further affects subordinate outcomes. Drawing upon research on power/resource interdependence and victim precipitation theory, we also test whether the positive relationship between supervisors’ negative affect and abusive supervision is moderated by leader–member exchange. Using one hundred and eighty supervisor–subordinate dyads from five hotels, we found that, supervisors’ negative affect at work was positively related to abusive supervision, LMX buffered (...) the positive association between supervisors’ negative affect and abusive supervision, and the indirect effects of supervisors’ negative affect on subordinate outcomes via abusive supervision was buffered by LMX, such that the indirect effects were only found in dyads with lower LMX, but not in dyads with higher LMX. Theoretical contributions and practical implications for managers and organizations were also discussed. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Mahāyāna Interpretation of Christianity:A Case Study of Zhang Chunyi (1871–1955)Lai Pan-chiu and So Yuen-taiMahāyāna Buddhism is one of the most popular religions in East Asia. It reflects the characteristics of the culture of East Asia and has had a tremendous impact on the culture(s) of the region. When Christianity was introduced into East Asia, it did not enter a religious vacuum. Because the people of East Asia have their (...) own culture, including their worldviews, values, and preunderstandings of religion, it is expected that they may interpret the Christian religion in a way significantly different from the Western interpretation of Christianity. One of these possible ways of reinterpreting Christianity is facilitated by the Mahāyāna Buddhist framework.This paper consists of an analysis of the Mahāyāna interpretation of Christianity made by Zhang Chunyi (1871–1955).1 Zhang was a rather well-known Sinologist who published several commentaries on Chinese classics, including Mozi, Laozi, and Zhuangzi. Though he had been well trained in Chinese classics, he was attracted to Christianity, with the hope that Christianity might contribute to the social reform of China. He even received baptism in an Anglican church in 1905. However, because of his in-depth study of Buddhism and his disappointment with the actual practices of the Christian churches at that time, he eventually converted to Buddhism during the 1920s. From that point, he formally promoted the slogan "Buddhicizing Christianity" (Fohua Jidujiao). His proposal for Buddhicizing Christianity includes a severe criticism of the "foreign" form of Christianity being "imported" to China mainly by the Western Protestant missionaries who, according to Zhang, preached a simplistic and even distorted "gospel" for they lacked the spiritual training (nei xue, lit., "inner learning") as well as the intellectual ability to understand sophisticated Chinese philosophy and genuine Christianity. Partially under his influence, some of his contemporary Chinese Christians were converted to Buddhism. In fact, he published at least eight books on interpreting and reforming Christian doctrines from the perspectives of Buddhism, Confucianism, and so on.2 He was probably the most prolific writer on the subject of his generation and one of the pioneers [End Page 67] in what is now called Mahāyāna theology. This brief outline of his rather unusual religious journey might have indicated the importance of the study of his Buddhist interpretation of Christianity. However, owing to mainly sociopolitical turmoil as well as the religious atmosphere at that time and in the subsequent decades, his Buddhist interpretation of Christianity has not been formally studied for decades.In recent years, more and more studies of Buddhist-Christian dialogue take place in the Chinese context.3 It is important to study previous cases of Buddhist-Christian dialogue, Mahāyāna theology, and so on. Some of these cases, including Zhang's, have been studied.4 This paper aims to examine Zhang's thought critically and to show that although Zhang advocated a Mahāyāna interpretation of Christianity before and after his conversion to Buddhism, his interpretations before and after his conversion to Buddhism are significantly different. It is proposed that whereas his interpretation before his conversion aimed at the indigenization of Christianity and thus, the evangelization of the Chinese, his interpretation after conversion was made with a view to converting the Christians to Buddhism, even though both aimed at the reformulation, or even reform, of Christianity.Zhang's Proposal of "Buddhicizing christianity"Zhang was a scholar of classical Chinese literature, active during the Republican era. He was knowledgeable in Confucianism, Daoism, Buddhism, and Moism. His study of Moism remains highly regarded.5 Zhang became a Christian and worked for the Christian Literature Society for China (Guan xue hui) in Shanghai for some years. He published several books with a view to indigenizing Christian theology by interpreting it through Chinese philosophical and religious concepts. Zhang's attempt aimed at reinterpreting Christian doctrines within the Buddhist framework in order to make Christianity more acceptable to the Chinese. However, in the 1920s, he himself converted to Buddhism and began to promote his proposal of "Buddhicizing Christianity" (Fohua Jidujiao),6 aiming to convert Christians to Buddhism.Because Zhang had... (shrink)

ObjectiveCancer and its treatments affect patients’ fertility potential. This study examined the prevalence of reproductive concerns and their relationship with metacognitions among Chinese young adult female cancer survivors.MethodsA total of 318 YAFCS completed an online survey from March to December 2021. Participants reported sociodemographic characteristics, reproductive concerns and metacognitions. Reproductive concerns were measured using the Reproductive Concerns after Cancer scale, and metacognitions were measured by the Short Form of Metacognitions Questionnaire. We used Pearson correlation analysis to examine associations between metacognitions (...) and reproductive concerns across multiple domains and multivariable linear regression to determine the influencing factors of reproductive concerns.ResultsThe mean score of reproductive concern among YAFCS was 49.97 ± 12.52. A total of 57.9% of participants reported a high level of concern regarding at least one dimension of reproductive concerns, and they were most concerned about their child’s health and least concerned about partner disclosure of fertility status. We also found a moderate association between RCAC and MCQ-30 scores. In multivariate analyses, metacognitions, especially negative metacognitive beliefs had an impact on reproductive concerns among YAFCS.ConclusionHigher reproductive concerns were associated with higher metacognitions among YAFCS, especially with negative metacognitive beliefs. Oncology professionals should pay attention to assessing reproductive concerns in patients who want to have children or who have no children. Moreover, metacognitive beliefs may be an intervention target for alleviating reproductive concerns among YAFCS. (shrink)

In déjà vu, a novel experience feels strangely familiar. Here we propose that this phenomenology is best seen as consisting in an illusory feeling of identification of the gist of the current scene or event, rather than in the intensity of the fluency-based, metacognitive feeling of familiarity.

Business Ethics, the Environment &Responsibility, Volume 31, Issue 3, Page 620-633, July 2022.

Medical argumentation in non-Western societies has attracted little attention. In line with the pragma-dialectical approach to the study of argumentation, this article identifies a prototypical argumentative pattern in Chinese medical consultations. In addition to institutional preconditions, whose relevance to the argumentative pattern has been well cited, a factor that may be equally important has remained unnoticed: the preference for certain drugs, treatments or therapeutic measurements on the basis of folk interpretations of medical phenomena in individual ethnic groups. These preferences may (...) be seen as cultural preferences in the medical domain. In this paper, a prototypical argumentative pattern of Chinese medical consultations is provided. Two levels of the pattern are distinguished and discussed: a basic argumentative pattern as presented in the pragmatic-dialectical approach and its extensions due to cultural preferences as well as institutional constraints. Illustrated by an exemplary analysis on the basis of empirical data collected from Chinese consulting rooms, the impact of cultural preferences on physicians’ strategic maneuvering in argumentation is identified and recognized. It is argued that the existence and impact of cultural preferences require attention in medical argumentation. (shrink)

Cognitive Science, Volume 46, Issue 2, February 2022.

Decades of empirical and theoretical research has produced an extensive literature on the ethical judgments construct. Given its importance to understanding people’s ethical choices, future research should explore the psychological processes that produce ethical judgments. In this paper, the authors discuss two steps needed to advance this effort. First, they note that the business ethics literature lacks a single, generally accepted definition of ethical judgments. After reviewing several extant definitions, the authors offer a definition of the construct and discuss its (...) advantages. Second, future ethical judgment research would benefit from greater integration between theories of ethical decision making and theories of social cognition. Drawing upon the Hunt–Vitell ( Journal of Macromarketing 6 (Spring), 5–15, 1986 ; In: N. C. Smith and J. A. Quelch (eds.), Ethics in Marketing . Irwin, Homewood, IL, pp. 775–784, 1992 ) model and the heuristic-systematic model (Chaiken, Journal of Personality and Social Psychology 39 (November), 752–766, 1980 ), the authors present a brief research agenda intended to stimulate research on the psychological processes behind ethical judgments. (shrink)

Writings on Hindu cosmology and science.

This study examined factors including health-related anxiety, preexisting misinformation beliefs, and repeated exposure contributing to individuals’ acceptance of health misinformation. Through a large-scale online survey, this study found that health-related anxiety was positively associated with health misinformation acceptance. Preexisting misinformation beliefs, as well as repeated exposure to health misinformation, were both positively associated with health misinformation acceptance. The results also showed that demographic variables were significantly associated with health misinformation acceptance. In general, females accepted more health misinformation compared to males. (...) Participants’ age was negatively associated with health misinformation acceptance. Participants’ education level and income were both negatively associated with their acceptance of health misinformation. (shrink)