Aspect-level sentiment classification is an interesting and challenging research task to identify the sentiment polarities of aspect words in sentences. Previous attention-based methods rarely consider the position information of aspect and contextual words. For an aspect word in a sentence, its adjacent words should be given more attention than the long distant words. Based on this consideration, this article designs a position influence vector to represent the position information between an aspect word and the context. By combining the position influence (...) vector, multi-head self-attention mechanism and bidirectional gated recurrent unit, a position-enhanced multi-head self-attention network based BiGRU model is proposed. To verify the effectiveness of the proposed model, this article makes a large number of experiments on SemEval2014 restaurant, SemEval2014 laptop, SemEval2015 restaurant, and SemEval2016 restaurant data sets. The experiment results show that the performance of the proposed PMHSAT-BiGRU model is obviously better than the baselines. Specially, compared with the original LSTM model, the Accuracy values of the proposed PMHSAT-BiGRU model on the four data sets are improved by 5.72, 6.06, 4.52, and 3.15%, respectively. (shrink)

本书探索了民事证据的有关问题。全书介绍了证据适格及证据排除原理、证据裁判主义原理、证据方法原理、证明责任原理、证据规则原理、司法认知原理及民事自认原理等内容。.

本书共分七章,通过对证据评判规则及其内在机理的研究,系统地阐述了民事证据的采信制度。.

Uninhabited combat air vehicle path planning is a complicated, high-dimension optimization problem. To solve this problem, we present in this article an improved glowworm swarm optimization algorithm based on the particle swarm optimization algorithm, which we call the PGSO algorithm. In PGSO, the mechanism of a glowworm individual was modified via the individual generation mechanism of PSO. Meanwhile, to improve the presented algorithm’s convergence rate and computational accuracy, we reference the idea of parallel hybrid mutation and local search near the (...) global optimal location. To prove the performance of the proposed algorithm, PGSO was compared with 10 other population-based optimization methods. The experiment results show that the proposed approach is more effective in UCAV path planning than most of the other meta-heuristic algorithms. (shrink)

Ecological consciousness in traditional Chinese culture is a very important thought resource in the process of constructing ‘a postmodern worldview’.

Ecological consciousness in traditional Chinese culture is a very important thought resource in the process of constructing ‘a postmodern worldview’.

Any counterfactual with a true antecedent and a true consequent is invariably predicted to be true by the standard Stalnaker–Lewis semantics. But many such true–true counterfactuals appear false to ordinary speakers, which is considered by many authors as evidence that the standard semantics should be revised. However, Walters and Williams prove that allowing true–true counterfactuals to be false would unacceptably invalidate some very plausible logical principles. The objective of this paper is to provide a pragmatic account of seemingly false true–true (...) counterfactuals, which explains why such counterfactuals seem false to ordinary speakers while being true semantically. In particular, a pluralistic pragmatic account is pursued: I argue that some true–trues seem false because they conversationally implicate some falsehood, and some others seem false because the focus (intonation stress) involved in them invokes some pragmatic re‐interpretation that affects speakers' truth‐value judgments. (shrink)

The graph tong同and its associated concepts, such as da-tong (Great tong大同) and xuan-tong (mystic or dark tong玄同), have played important roles in the development of Chinese philosophy. Yet tong has received scant attention from either western or eastern scholarships. This paper is a first attempt to remedy such regret. Unlike usual understandings of tong as sameness or unity, this paper presents a nuanced account from early China, that is, ‘difference to one,’ a definition from the Mozi墨子. This definition can be (...) supported from etymological, textual, and lexical evidence. ‘Difference to one’ should not be solely attributed to a Mohist understanding; it in fact represents a common understanding of tong across philosophical streams in early China. This nuanced account provides new insights into the concept of tong in early philosophical texts, and furthermore breaks solid grounds for further studies of tong and its associated concepts. (shrink)

We designed three studies to explore the effect of materialistic values on pro-environmental behavior among youth and the mediated role of nature connectedness between materialistic values and pro-environmental behavior. Through a self-report questionnaire survey and an experimental manipulation of materialistic values, we found that materialistic values negatively predicted pro-environmental behavior, and that nature connectedness played a mediating role. Further, we used natural contact strategies to control the level of nature connectedness, and found that the negative impact of high materialistic values (...) on pro-environment behavior decreased with the increase of nature connectedness, further supporting the mediating role of nature connectedness. These results may contribute to the design of strategies that effectively mitigate the negative effects of materialistic values on pro-environmental behavior. (shrink)

In recent years, knowledge management has been utilized as an essential strategy to foster the creation of organizational intellectual capital. Organizational intellectual capital can be derived both individually and collectively in the process to create, store, share, acquire, and apply personal and organizational knowledge. However, some organizations only focus on the development of public good, despite the concerns arising from individuals' self-interest or possible risks. The different concern of individual and collective perspectives toward knowledge management inevitably leads to ethical conflicts (...) and ethical culture in the organization (Jarvenpaa et al., J Manage Inf Syst 14(4): 29-64, 1998; Ruppel and Harrington, IEEE Trans Prof Commun 44(l): 37-52, 2000). The purpose of this study is to examine the ethical climate within the organization and its possible influence on members' evaluation, satisfaction, engagement, and job performance with respect to knowledge management practice. The research results reveal that several types of organizational ethical climate coexist in the organization and have different degrees of influence on employees' attitude as well as participation in knowledge management activities. In this article, we argue the importance of organizational ethical climate and highlight the implications of such a climate for facilitating knowledge management. (shrink)

Xuantong 玄同 (tentatively translated as dark oneness) is a unique Daoist idea that represents an ideally mental and physical state as a result of cultivation. However, owing to limited context in the Laozi, there is no consensus on the interpretation of xuantong. Contemporary studies have also neglected xuantong’s evolution in early texts and assumed a homogeneous understanding, and hence, failed to provide a nuanced account. In this article, I investigate how xuantong evolves from the Guodian Laozi to the Huainanzi and (...) Wenzi. I argue that although xuantong may originate from the Laozi, it is in the Wenzi that a coherent theory of xuantong is accomplished. This theory advocates an orderly process of cultivation that covers internal mental states, external acts, and integration with the whole universe. The cultivation would eventually lead people to adopt an undifferentiated perspective on, and reach oneness with, all things in the universe. (shrink)

Parental participation has gained significant attention in environmental psychology, which has revealed a need for an instrument that can measure parental participation with children regarding environmental issues. The present study met this need by validating the parental participation in the environment scale. This process began with 45 Chinese parents participating in an individual interview and group discussions, which helped generate a list of eighteen parent-child environmental activities. The activities were then modified and validated in the current study with a diverse (...) group of 969 parents recruited from six major Chinese cities. Both score structure evidence and generalizability evidence were obtained within this sample, and psychometric tests suggested a single factor construct with nine items. Once the PPE scale was revised, it showed measurement invariance across the parent who responded to the items, across the child’s primary caregiver, across the family’s living region, as well as across the family’s income group. Finally, evidence based on relations to other variables showed a relationship among parents’ PPE, pro-environmental behavior, and connectedness with nature. As a result, the study provided a novel measure to assess pro-environmental socialization via parental participation. (shrink)

The ‘Wu xing’ belongs to Guodian bamboo slips texts, which were buried around 300 BCE and excavated in 1993. Its relation with Mengzi is widely investigated. Yet how it is philosophically related to Xunzi receives little attention. In this article, I illustrate a neglected relation between ‘Wu xing’ and Xunzi, by elucidating how shan 善 (goodness) is first raised in ‘Wu xing’ and developed by Xunzi into a concrete idea. Both ‘Wu xing’ and Xunzi propose that shan exists in action, (...) which boils down to the harmonious unity of the mind and body, and to secure the ideal relation between the mind and body requires constant learning and practicing, particularly, of rituals. Learning and practicing not only lead one to realize shan, but eventually to become a consummate practitioner of rituals, to use Xunzi’s words, to become a sage. (shrink)

As a non-dualistic but holistic and harmonious way of thinking, Chinese Yin-Yang Thinking can make great contributions to the contemporary dialogue between science and religion, especially in its emphasis on interdependence, mutual complementarity, and mutual transformation. It can help us understand the complex and multifaceted relationship between science and religion, and provides a middle way to move beyond the impasse between scientism and religious fundamentalism. This paper explores the following three contributions that Yin-Yang Thinking can make to the contemporary dialogue (...) between science and religion: 1. Yin-Yang Thinking can help deconstruct the dichotomy between science and religion by showing the interpenetration between them; 2. Yin-Yang Thinking can help promote synergy between science and religion by showing how they can complement and learn from each other; 3. Yin-Yang Thinking can help establish a partnership between science and religion in order to create an ecological civilization. The paper also explores the question of why such a valuable philosophical concept has been suppressed in China for almost a century. (shrink)

The Second Enlightenment is a deep reflection and an immanent transcendence of the first Enlightenment (17th and 18th centuries). Although the great achievements of the first Enlightenment cannot be denied, its limits are increasingly being exposed. Among the many limitations of the Enlightenment, the suppression of beauty in general and natural beauty in particular is one of its main drawbacks, caused by its blind worship of reason and the domination of a modern mechanistic worldview. The suppression of beauty and natural (...) beauty has produced destructive consequences which are responsible for the ecological, social, and spiritual crisis facing us today. In order to prevent ecological catastrophes and create an ecological civilization, a second Enlightenment whose core concept is beauty is needed. The Second Enlightenment challenges us to rethink the value and importance of beauty and natural beauty, and regards beauty as the aim of the universe, as well as of ecological civilization. In this sense, the Second Enlightenment can be seen as an aesthetic Enlightenment which not only helps us to resist consumerism, guard spiritual dignity, nurture our souls, find a sense of belonging, and lead a poetic life, but also helps Chinese society to overcome a defiant attitude toward rural civilization and farmers, and eventually to remove the Great Wall between city and country. (shrink)

Xuantong 玄同 (tentatively translated as dark oneness) is a unique Daoist idea that represents an ideally mental and physical state as a result of cultivation. However, owing to limited context in the Laozi, there is no consensus on the interpretation of xuantong. Contemporary studies have also neglected xuantong’s evolution in early texts and assumed a homogeneous understanding, and hence, failed to provide a nuanced account. In this article, I investigate how xuantong evolves from the Guodian Laozi to the Huainanzi and (...) Wenzi. I argue that although xuantong may originate from the Laozi, it is in the Wenzi that a coherent theory of xuantong is accomplished. This theory advocates an orderly process of cultivation that covers internal mental states, external acts, and integration with the whole universe. The cultivation would eventually lead people to adopt an undifferentiated perspective on, and reach oneness with, all things in the universe. (shrink)

Drawing upon Confucian ethical insights extracted from the Analects, this essay argues that principlism suffers from fundamental theoretical flaws. Its four principles do not genuinely capture universal principles, because they distort the practice-embedded nature of authentic moral norms found within actual moral cultures, as elucidated by Confucian insights. Specifically, Confucianism highlights the importance of a reflective equilibrium between constitutive rules and regulative principles. Principlism, in reality, represents an abridged version of modern Western liberal ethical norms, as it retains their significant (...) regulative principles while excluding their specific constitutive rules. The essay also employs prominent examples to illustrate the practical ineffectiveness of principlism. Given that diverse cultures either adhere to different regulative principles that diverge from the four principles or are obligated to specify them with their distinct constitutive rules, relying on the four principles as a uniform starting point falls short in providing and justifying universal solutions to the bioethical dilemmas confronting contemporary societies. In addition, the essay delves into the underlying factors that have led to the seemingly widespread adoption of the four principles across different regions worldwide. Lastly, the essay introduces the concept of regioglobal bioethics as an alternative to principlism for global bioethics, outlining a general Confucian endorsement of this proposal and providing a brief response to potential objections, aiming to pave the way for further research. (shrink)

Healthcare systems in Singapore, Hong Kong, and mainland China are strikingly distinct from those in the West. Economically speaking, each of the aforementioned Eastern systems relies in great measure on private expenditures supplemented by savings accounts. Western nations, on the other hand, typically exhibit government funding and wariness about healthcare savings accounts. This essay argues that these and other differences between Pacific Rim healthcare systems and Western systems should be assessed in light of background Confucian commitments operating in the former. (...) In the Confucian context, bioethics and healthcare policy have a unique content, texture, and set of implications that often affront Western assumptions about the appropriate individual autonomy of patients and the appropriate character of social safety nets for healthcare. (shrink)

As the representative of Chinese classical works, the Analects represents a source of difficulty in both understanding and interpretation of Confucian philosophy. Confucian philosophy as a philosophy of creativity and otherness is closely related with the social and cultural values in society. Therefore, the study of Confucian philosophy in the Analects cannot be separated from the descriptive study of the effects of any and all aspects of society, including cultural norms, expectations, contexts, language use, and the effects of language use (...) on society. This article attempts to explore how the meaning of Confucian philosophy in the Analects is interpreted and accepted by Western readers through complex social semiotic interactions. The article focuses on the interpretation of Confucian philosophy as a reflection of cultural assumptions, values and prohibitions, and the manipulation of the social semiotic resources in the process of understanding, translation, and acceptance of Confucian philosophy in the Analects through a discussion of its original text, different versions and the reasons behind the social semiotic activities. The article concludes with a consideration of significant social semiotic interactions that influence the translator’s interpretation and reader’s acceptance of Confucian philosophy so as to facilitate intercultural understanding. (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)

While the precipitous decline of biodiversity threatens life-sustaining processes and vast segments of the human population, concern about its loss remains extremely shallow. Nearly all motivational campaigns falsely assume that upon appreciating the relevant information, people will be sufficiently motivated to do something. But rational argumentation is doomed to fail, for there exists a motivational gap between a comprehension of the crisis and action taken based upon such knowledge. The origin of the gap lies neither in the quantity and quality (...) of information on the crisis, nor in the putative conflict between self-interest and morality. Instead, it lies in “remoteness conditions” which dissociate decision-makers from ecological damage and enfeeble incentive to correct it. The central remoteness conditions are spatial, temporal, and consequential. They can be eliminated by concretizing and particularizing earth others. While direct-experience, place-based educational programs satisfy the criteria, they are uncommon. There is also little opportunity for working adultsto engage in these sorts of activities. As such, the outlook for endangered species and humans in the developing world remains dire. (shrink)

This article investigates a central yet perplexing term yiming in the ‘Qiwulun’ chapter of the Zhuangzi. Yiming describes a crucial way to detach from epistemic distinctions and debates. This term is often explained as ‘using ming’ or contradictorily as ‘stopping ming’. Yet neither of the two explanations can provide a full understanding of how yiming is adopted. I take three steps to explain yiming. First, taking an etymological approach, I argue that ming can be formulated as ‘X shining on Y’. (...) Second, I use the formula of ‘X shining on Y’ to account for yiming and argue that this term refers specifically to ‘using tian to shine on everything’. Third, I unpack a cluster of tian-associated metaphors, which provides a deep understanding of yiming as an ideal way to mental tranquility. (shrink)

Inspired by the application of CycleGAN networks to the image style conversion problem Zhu et al., this paper proposes an end-to-end network, DefogNet, for solving the single-image dehazing problem, treating the image dehazing problem as a style conversion problem from a fogged image to a nonfogged image, without the need to estimate a priori information from an atmospheric scattering model. DefogNet improves on CycleGAN by adding a cross-layer connection structure in the generator to enhance the network’s multiscale feature extraction capability. (...) The loss function was redesigned to add detail perception loss and color perception loss to improve the quality of texture information recovery and produce better fog-free images. In this paper, the novel Defog-SN algorithm is presented. This algorithm adds a spectral normalization layer to the discriminator’s convolution layer to make the discriminant network conform to a 1-Lipschitz continuum and further improve the model’s stability. In this study, the experimental process is completed based on the O-HAZE, I-HAZE, and RESIDE datasets. The dehazing results show that the method outperforms traditional methods in terms of PSNR and SSIM on synthetic datasets and Avegrad and Entropy on naturalistic images. (shrink)

In the context of China’s supply-side structural reform and the concept of green development, we introduce the energy and environmental factors into the analytical framework of the total factor productivity of the logistics industry and use the Global Malmquist–Luenberger index method to analyze the evolution trend and heterogeneity of green TFP in the logistics industry of 30 provinces in China from 2003 to 2017. The results show that, firstly, the green TFP and traditional TFP of China’s logistics industry are both (...) on the rise and the absence of energy and environmental factors will lead to the overestimation of TFP of the logistics industry. Whether it is green TFP or traditional TFP, the main source of its growth is technical progress. Secondly, there is obvious regional heterogeneity in green TFP of logistics industry. Under the three regional division standards, the average annual growth rate of green TFP is from high to low in the order of eastern, western, and central regions. Under the eight regional classification standards, the eastern coastal economic zone, the southern coastal zone, the northern coastal zone, the northeast region, the middle reaches of the Yellow River, the southwest region, the middle reaches of the Yangtze River, and the northwest region are in order from high to low. Thirdly, there is obvious interprovincial heterogeneity in green TFP of the logistics industry. The highest growth rate of green TFP is in Zhejiang, followed by Jiangsu and Guangdong, and the slowest growth rate is in Chongqing. The technical progress of logistics industry in most provinces contributes more to the growth of green TFP. Fourthly, the differences of green TFP in the three regions of the east, center, and west are shrinking, which may be σ convergence, but the differences among the three regions are expanding. Compared with the existing literature, this paper applies the measurement framework of green TFP to China’s logistics industry and investigates the regional and provincial heterogeneity of green TFP in logistics industry. The conclusions are significant to understand and grasp the heterogeneity of green TFP growth in China’s logistics industry under environmental constraints and how to promote the development of green logistics in China. (shrink)

The new coronary pneumonia epidemic has had a tremendous impact on the world economic situation, causing a large number of enterprises to suffer from serious losses, but also bringing a large number of entrepreneurial opportunities. For college students, whether the opportunities brought by the epidemic can attract them to step into the entrepreneurial path becomes a question worthy of attention in the process of restoring economic vitality and guiding students’ employment and entrepreneurship. In this article, a mediation model was constructed (...) and tested through 245 questionnaire data by combining event system theory, regulatory focus theory, and emotion cognitive evaluation theory. The results showed that defensive regulatory focus and fear of failure and facilitative regulatory focus and fear of failure were all able to continuously mediate the effect of event intensity of the new coronary pneumonia epidemic on the entrepreneurial intentions of college students. (shrink)

The Philosophical Forum, Volume 53, Issue 1, Page 47-61, Spring 2022.

Intuitionistic dependence logic was introduced by Abramsky and Väänänen [1] as a variant of dependence logic under a general construction of Hodges’ (trump) team semantics. It was proven that there is a translation from intuitionistic dependence logic sentences into second order logic sentences. In this paper, we prove that the other direction is also true, therefore intuitionistic dependence logic is equivalent to second order logic on the level of sentences.

A recent study has reported that the successful implementation of cognitive regulation of emotion depends on higher-level cognitive functions, such as top-down control, which may be impaired in stressful situations. This calls for “cognition free” self-regulatory strategies that do not require top-down control. In contrast to the cognitive regulation of emotion that emphasizes the role of cognition, traditional Chinese philosophy and medicine views the relationship among different types of emotions as promoting or counteracting each other without the involvement of cognition, (...) which provides an insightful perspective for developing “cognition free” regulatory strategies. In this study, we examined two hypotheses regarding the modulation of anger and aggressive behavior: sadness counteracts anger and aggressive behavior, whereas fear promotes anger and aggressive behavior. Participants were first provoked by reading extremely negative feedback on their viewpoints (Study 1) and by watching anger-inducing movie clips (Study 2). Then, these angry participants were assigned to three equivalent groups and viewed sad, fear-inducing, or neutral materials to evoke the corresponding emotions. The results showed that participants displayed a lower level of aggressive behavior when sadness was later induced and a higher level of anger when fear was later induced. These results provide evidence that supports the hypothesis of mutual promotion and counteraction relationships among these types of emotions and imply a “cognition free” approach to regulating anger and aggressive behavior. (shrink)