As a result of the increasing public attention to environmental crises, corporate environmental actions and their effects are a current research hotspot. This study examines how two types of corporate environmental actions influence consumers’ perceptions of environmental legitimacy and subsequent purchase intentions. Using experimental method, this study finds that substantial environmental action induces significantly higher perceptions of environmental legitimacy than symbolic environmental action, this effect can be attenuated by corporate environmental reputation, and consumer-based environmental legitimacy has a significantly positive effect (...) on consumers’ purchase intentions. These findings have interesting implications for both researchers and practitioners involved in green marketing. (shrink)

Emotion recognition is an important part of building an intelligent human-computer interaction system and plays an important role in human-computer interaction. Often, people express their feelings through a variety of symbols, such as words and facial expressions. A business ecosystem is an economic community based on interacting organizations and individuals. Over time, they develop their capabilities and roles together and tend to develop themselves in the direction of one or more central enterprises. This paper aims to study a multimodal ER (...) method based on attention mechanism. It analyzes the current emotional state of consumers and the development direction of enterprises through multi-modal ER of human emotions and analysis of market trends, so as to provide the most appropriate response or plan. This paper firstly describes the related methods of multimodal ER and deep learning in detail, and briefly outlines the meaning of enterprise strategy in the business ecosystem. Then, two datasets, CMU-MOSI and CMU-MOSEI, are selected to design the scheme for multimodal ER based on self-attention mechanism. Through the comparative analysis of the accuracy of single-modal and multi-modal ER, the self-attention mechanism is applied in the experiment. The experimental results show that the average recognition accuracy of happy under multimodal ER reaches 91.5%. (shrink)

The Chinese Aesthetic Tradition touches on all areas of artistic activity, including poetry, painting, calligraphy, architecture, and the "art of living." Right government, the ideal human being, and the path to spiritual transcendence all come under the provenance of aesthetic thought. According to Li this was the case from early Confucian explanations of poetry as that which gives expression to intent, through Zhuangzi’s artistic depictions of the ideal personality who discerns the natural way of things and lives according to it, (...) to Chan Buddhist-inspired notions that nature and words can come together to yield insight and enlightenment. In this enduring and stimulating work, Li demonstrates conclusively the fundamental role of aesthetics in the development of the cultural and psychological structures in Chinese culture that define "humanity.". (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Techniques of the Self:Nourishing Life as Art of LivingLi Manhua (bio)Daoism and Environmental Philosophy: Nourishing Life. By Eric S. Nelson. London and New York: Routledge, 2021.This essay proposes an account of the techniques of the self in early Daoism in light of Eric S. Nelson's Daoism and Environmental Philosophy: Nourishing Life (Routledge, 2021). It argues that the techniques of the self involved in nourishing life (yangsheng 養生) are indispensable (...) to the creation of the interdependent human-nature rapport that Nelson considers. Such interdependence does not require a moralistic stance that negates the self or forsakes individual desires in the cause of the environment—as in some of the existing Western ecological discourse—but a new form of self-relation involving the practice of a set of techniques of the self that relates the human to the non-human. The present contribution begins by arguing that the practice of nourishing life entails a series of bodily and spiritual techniques (shu 術) of the self, with the example of Cook Ding. This is followed by my exposition of different categories of such techniques, and why the techniques of nourishing the spirit (shen 神) are prioritized over those of the preservation of the bodily form (xing 形). Finally, I extend my discussion on the specific techniques of nourishing the spirit with regard to his chapter "Emptying Ecology," where Nelson argues that undoing fixations of the self and being responsive (ying 應) to things are attainable through deconstructive, skeptical, and paradoxical communicative strategies (p. 80).To start with, Nelson regards nourishing life as a way of living and speaking that goes beyond the binary opposition or a hierarchical relation between the human and other forms of life in some Western ecological philosophies:In the current crisis conditions, it appears that humans need every motivating ecology available whether it be light or dark green, anthro- or bio-centric, shallow or deep. All of these contending discourses are equalized in a Daoist ecology of shifting perspectives and ways of speaking. A benefit of dao-centric models—that as inflections of the "way" encompass and extend beyond notions of "bios" (specific life) and "zōe" (life in general)—is that they contest the binary oppositions and stratified hierarchies that have dominated recent Western environmental discourses: anthropocentrism/biocentrism, and humanism/posthumanism [End Page 762] (although the latter finds biocentrism still too anthropocentric in positing the very distinction between them).(p. 31, my emphasis)In other words, a non-hierarchical and non-opposing rapport between the human and the non-human lies in a practice of changing perspectives and, more concretely and importantly, adjusting communicative ways. Such a way of perceiving and speaking beyond boundaries between the individual and the general forms of life (sheng 生) is epitomized by the practice of nourishing life of Cook Ding in the third chapter of the Zhuangzi 庄子, titled "The Master of Nourishing Life" (Yangsheng zhu 養生主). When Ding—Lord Wenhui's chef—cuts up an ox, he avoids violent and forced slaughter, slitting through the tender parts of the animal without touching any bone. As such, by concentrating only on the intestines of the ox, his movement is so agile that the knife produces a musical rhythm.More precisely, Nelson regards the example of Ding as "a cultivated and practiced process in which nature can come to be itself" (p. 36). In the context of the Zhuangzi, nature (tian 天) as an extension of the Dao goes beyond the "one-and-many" anthropocentric paradigm wherein humans have exclusive knowledge of the One, namely the unifying principle of reality (Chai 2018, p. 265). In this sense, specific life forms, bios, are undifferentiated from the wholeness of the One in the generic life, zōe. In other words, as the root of all life lies in Dao in terms of the onto-cosmological attunement of nothingness (wuwei 無為), our bodies (shen 身) mirror Heaven or Nature (tian 天) and the Earth (di 地) in the way they attune to the flow of vital energetic dynamics, responding to the myriad things and Heaven and Earth in an organic totality. This is manifest in Ding, as he nourishes life by turning his daily activity into a practice of encountering non-human life forms... (shrink)

In the following, I will be speaking about my basic views regarding Chinese aesthetics. […] I identify four features that sum up the whole.

Public welfare fundraising has been used to collect donations for medical supplies and has played an important role in the fight against the COVID-19 pandemic. This paper studies online crowdfunding donations from the Alumni Association of Wuhan University to North American alumni; donation data are used to investigate how individuals' donation behavior is affected by the previous donation amount and information provided by the fundraising platform. First, our results show that one's donation amount is positively affected by the previous donation (...) amount. Second, the donor's positive sentiment in the message that he or she leaves, as measured by either natural language processing or a manual rating, can affect the subsequent anonymity and messages but not the subsequent donation amount. Third, anonymous donations are much smaller than non-anonymous donations. (shrink)

Cambridge Journals Online (CJO) is the online journals publishing service of Cambridge University Press. CJO hosts leading journals across multiple disciplines.

In order for higher education to provide students with up-to-date knowledge and relevant skillsets for their continued learning, it needs to keep pace with innovative pedagogy and cognitive sciences to ensure inclusive and equitable quality education for all. An adequate implementation of flipped learning, which can offer undergraduates education that is appropriate in a knowledge-based society, requires moving from traditional educational models to innovative pedagogy integrated with a playful learning environment (PLE) supported by information and communications technologies (ICTs). In this (...) paper, based on the design-based research, a task-driven instructional approach in the flipped classroom (TDIAFC) was designed and implemented for two groups of participants in an undergraduate hands-on making course in a PLE. One group consisting of 81 students as the experimental group (EG) received flipped learning instruction, and another group of 79 students as the control group (CG) received lecture-centered instruction. The EG students experienced a three-round study, with results from the first round informing the customized design of the second round and the second round informing the third round. The experimental results demonstrated that students in the EG got higher scores of summative tests and final scores than those in the CG. In particular, students’ learning performance in three domains (i.e., cognitive, affective, and psychomotor) differ significantly between the two groups. (shrink)

Study of Yuktidīpikā, classical commentary on Sānkhyakārikā of Īśvarakr̥ṣṇa.

Based on the broaden-and-build theory of positive emotions, this study explored the mediating effect of spiritual intelligence between awe and life satisfaction among Chinese primary school teachers and whether this effect was moderated by ethnicity. Participants comprised 569 teachers from 24 primary schools in southwestern China, where many of the ethnic minority groups of China reside. Awe and spiritual intelligence were found to positively predict life satisfaction among primary school teachers, while awe also indirectly influenced life satisfaction through the partial (...) mediation of spiritual intelligence. Ethnicity was also found to moderate the relation between awe and life satisfaction, i.e., when compared with the Han teachers, there is a more significant and positive relation between awe and life satisfaction in ethnic minority teachers. These findings not only indicate the critical role of awe in promoting life satisfaction of primary school teachers but also especially show that awe embodied in the traditional cultural activities makes it easier to breed life satisfaction in ethnic minority teachers. (shrink)

Circular economy is a critical approach to realize the coordinated development of society, economy, and ecological environment. Given the fact that urban is a complex system in which human beings integrate material, energy, information, and natural environment and interact and influence each other, reviewing the urban circular economy research and development could benefit for having a better and comprehensive understanding on urban complexity. Mainly based on the Chinese literature studies from 1999 to 2020, this study aims to present an in-depth (...) analysis of the research themes, policy systems, and index system of Chinaʼs urban-scale circular economy, discuss the changes and evolution trends of themes, levels, and perspectives in time series, sort out the policy systems at both the national and local levels, and analyze the design principles and application fields of indicators. Finally, we propose that future development of an urban circular economy should be built based on modern techniques, technologies, and models. The construction of development mechanism on the circular economy should be framed as “government-led, market-driven, legal norms, policy support, technological support, and public participation” and inject concepts such as “Internet +,” “sharing economy,” “Internet of Things,” and “artificial intelligence.”. (shrink)

One of the most efficient predator-prey models with spatial effects is the one with ratio-dependent functional response. However, there is a need to further explore the effects of spatial motion on the dynamic behavior of population. In this work, we study a ratio-dependent predator-prey model with diffusion terms. The aim of this work is to investigate the changes in predator’s distribution in space as the prey populations change their mobility. We observe that the frequency diffusion of the prey gives rise (...) to the sparse density of the predator. Moreover, we also observe that the increasing rate of the conversion into predator biomass induces pattern transitions of the predator. Specifically speaking, Turing pattern of the predator populations goes gradually from a spotted pattern to a black-eye pattern, with the intermediate state being the mixture of spot and stripe pattern. The simulation results and analysis of this work illustrate that the diffusion rate and the real intrinsic factor influence the persistence of the predator-prey system mutually. (shrink)

Islamic philosophy; philosophy, Ancient.

We present a novel method, called graph sparse nonnegative matrix factorization, for dimensionality reduction. The affinity graph and sparse constraint are further taken into consideration in nonnegative matrix factorization and it is shown that the proposed matrix factorization method can respect the intrinsic graph structure and provide the sparse representation. Different from some existing traditional methods, the inertial neural network was developed, which can be used to optimize our proposed matrix factorization problem. By adopting one parameter in the neural network, (...) the global optimal solution can be searched. Finally, simulations on numerical examples and clustering in real-world data illustrate the effectiveness and performance of the proposed method. (shrink)

Background: Interpersonal sensitivity is a prominent mental health problem facing college students today. Trait mindfulness is a potential positive factor that may influence interpersonal relationships. However, the precise relationship between trait mindfulness and interpersonal sensitivity remains elusive, which limits the optimization and further application of mindfulness-based intervention schemes targeting interpersonal sensitivity. This study aimed to explore whether negative emotions mediate the relationship between trait mindfulness and interpersonal sensitivity and whether the relationship among trait mindfulness, negative emotions, and interpersonal sensitivity is (...) moderated by effectiveness/authenticity. We hypothesize that negative emotions mediate the relationship between trait mindfulness and interpersonal sensitivity, and effectiveness/authenticity moderates the indirect association between trait mindfulness and interpersonal sensitivity through negative emotions.Methods: One thousand four hundred nineteen Chinese college students, aged from 17 to 23, participated in this study. Their trait mindfulness, negative emotions, the effectiveness/authenticity, and interpersonal sensitivity were measured using well-validated self-report questionnaires.Results: Correlational analyses indicated that both trait mindfulness and effectiveness/authenticity were significantly and negatively associated with interpersonal sensitivity. Mediation analyses uncovered a partial mediating role of negative emotions in the relationship between trait mindfulness and interpersonal sensitivity. Moderated mediation analyses showed that in college students with high effectiveness/authenticity, the relationship between trait mindfulness and negative emotions was stronger, whereas the relationship between negative emotions and interpersonal sensitivity was weaker.Conclusion: Negative emotion is a mediator of the relationship between trait mindfulness and interpersonal sensitivity, which in turn is moderated by effectiveness/authenticity. These findings suggest a potential mechanism through which trait mindfulness influences interpersonal sensitivity. Mindfulness-based interventions have the potential to decrease interpersonal sensitivity and offer a basis for predicting individual differences in response to mindfulness-based interventions among individuals. (shrink)

The purpose of this study was to examine the moderating effects of goal orientations and self-efficacy between competitive cognitive anxiety and motor performance under conditions featuring different levels of ego-threat. Eighty-one collegiate-level basketball players completed Sport Competitive Anxiety Test, Ego Orientation in Sport Questionnaire, and General Self-Efficacy Scale prior to the experiment. Athletes participated in two sessions of free-throw tasks. After the first session, which was under a control condition, participants performed in a free-throw competitive session while being provided opponents’ (...) scores that induced different levels of competitive cognitive anxiety. Performance is defined as the accuracy in two free-throw sessions. A hierarchical multiple regression showed that high level of task-orientation and low level of ego-orientation can buffer the impairment of competitive cognitive anxiety on motor performance. The relationship between competitive cognitive anxiety and motor performance did not vary with self-efficacy. An a repeated-measured analysis of covariance after cluster analysis revealed that a high-task/low-ego profile benefited athletes the most regarding the impairment of competitive cognitive anxiety. Together, ego- and task-orientations and “goal profile” moderate the relationship between competitive cognitive anxiety and motor performance; however, self-efficacy may not serve as a moderator variable in between. (shrink)

Is flexibility or formality more useful for organizations that are pursuing improved performance? Organizational structure scholars offer opposing answers to this question, and empirical results have been mixed. Our study contributes to this research by describing a mediational model that links organizational flexibility to performance via opportunity exploitation. Specifically, we argue that flexible firms are able to exploit a greater number of opportunities, which, in turn, can improve performance. We also argue that the indirect effect of flexibility on performance via (...) opportunity exploitation is stronger when top executives display higher affective commitment for their firms, meaning that they have a positive emotional attachment to their firms. Top executives with higher affective commitment can mitigate the downsides experienced by the staff of flexible firms, such as uncertainty and negative affect, which improves the outcomes of flexibility. Drawing on a sample of 211 firms and their founders, we find support for our hypotheses. (shrink)

Nowadays, the development of human society and daily life are inseparable from the power supply. Therefore, people also put forward higher requirements for the reliability of distribution network, but power companies can only passively deal with distribution network failures, which is a bottleneck for the improvement of distribution network reliability. The Internet of Things is the best solution for online equipment status monitoring and basic data sharing for large, widely distributed, relatively fixed, and large numbers of equipment. The construction of (...) the IoT for power distribution equipment faces many important problems, including the selection of networking, equipment selection, and interaction standards. When researching the implementation plan, research on the distribution of IoT market was carried out. Based on the grid, the idea of optimizing the investment selection plan of the power distribution using IoT was discussed, and a result verification model was established. After the completion of the theoretical part, a case study of medium-voltage distribution grid equipment management and medium-voltage distribution network equipment management based on the grid was carried out by taking a real enterprise application situation as an example. Realizing fault diagnosis of distribution network will not only provide decision support for operation and maintenance of distribution network for power companies, but also have great economic and social benefits. Aiming at the shortcomings of single data mining method in distribution network fault diagnosis, hybrid data mining method is proposed. First, rough set theory is used to reduce the original fault data and form a simplified rule set. Because of the non-linearity of distribution network fault and the strong learning ability, adaptability, and robustness of Bayesian network, Bayesian network can be used to classify distribution network faults. Therefore, a simplified fault diagnosis system is established in this paper, and its correctness is confirmed. Then, the learning and training are carried out by using Bayesian network to call the simplest rule set, which has the characteristics of short learning and training time and high diagnostic accuracy. (shrink)

This essay adopts three accounts of “the social” to get a clearer picture of why there is a barrier faced by the government when implementing contact tracing mobile applications. In Hong Kong's context, the paradox involves declining trust of the government's protection of data privacy and growing concern about data surveillance since the 2019 social unrest I argue that exploring the idea of sociality is valuable in that it re-reconfigures the datafication of pandemic control by revealing different sets of social (...) relations, particularly the asymmetrical power relation between the government and its people. The refusal to download or use the mobile app also shows that the public has a faith in human agency and human resistance in data-saturated cities. (shrink)

The progress of social economy has created a better environment for the healthy development of young people, but the heavy schoolwork and life pressure have caused many students to ignore the scientific management of physical health. At this stage, people need a scientific physical health service system to help students understand their own health data, propose targeted exercise methods and health knowledge, and actively encourage and guide students to participate in physical exercise. The purpose of this article is to cultivate (...) students’ good self-exercise awareness and improve their physical fitness and health. To this end, this article has designed a smart health service system for young people. This article introduces the various service functions in the health management service system and explains in detail the entry, induction, and analysis of student physical health data in the system. The essence of the health intelligent service system is to provide students with targeted healthy exercise strategies through data analysis. This paper studies the health intervention plan of the health intelligent service system. From the experimental data, the improved particle swarm algorithm in this paper increases the effectiveness of the system in adolescent health data mining from 80.5% to 92.19%, which undoubtedly optimizes the system. It helps a lot. (shrink)

This article about collaborative research approaches between professors at Chinese universities and teachers in public schools examines theory–practice relationships and the cooperative interaction...