In this paper, the multifeature fusion music classification algorithm and its simulation results are studied by deep confidence networks, the multifeature fusion music database is established and preprocessed, and then features are extracted. The simulation is carried out using multifeature fusion music data. The multifeature fusion music preprocessing includes endpoint detection, framing, windowing, and pre-emphasis. In this paper, we extracted the rhythm features, sound quality features, and spectral features, including energy, cross-zero rate, fundamental frequency, harmonic noise ratio, and 12 statistical (...) features, including maximum value, mean value, and linear slope. A total of 384-dimensional statistical features was extracted and compared with the classification ability of different emotional features. The deficiencies of the traditional classification algorithm are first studied, and then by introducing confusion, constructing multilevel classifiers, and tuning each level of the classifier, better recognition rates than traditional primary classification are obtained. This paper introduces label information for supervised training to further improve the features of multifunctional fusion music. Experiments show that this information has excellent performance in multifunctional fusion music recognition. The experiments compare the multilevel classifier with primary classification, and the multilevel classification with the primary classification and the classification performance is improved, and the recognition rate of the multilevel classification algorithm is also improved over the multilevel classification algorithm, proving that the excellent performance with multiple levels of classification. (shrink)

本书收入其论著22种. 主要有《经学通论》, 《中国文学史略论》, 《三礼述要》, 《旧唐书札迻》等.

This paper introduces an advanced event detection model for legal intelligence, focusing on identifying event types in legal cases by examining trigger word candidates. It employs the DeBERTa pre-trained language model for encoding sentences into enriched word representations, supplemented by the Global Pointer neural network for initial scoring. The model further uses a graph convolutional network, conditional layer normalisation, and a convolutional neural network to extract features from these representations. A multilayer perceptron then determines the event type based on these (...) features and initial scores. Additionally, a dictionary-matching method revises the predicted event types, with adversarial training and a sentence-length mask employed to enhance model performance and address missing trigger words. The model’s effectiveness is proven through extensive experimentation, outperforming state-of-the-art baselines (including some large language models) and securing third prize in the event detection task at the Challenge of AI in Law (CAIL) 2022. The code of our model is available at https://github.com/1gst/DGGCCN/tree/main. (shrink)

Background: Independent decision-making is one of the basic rights of patients. However, in clinical practice, most older cancer patients’ treatment decisions are made by family members. Objective: This study attempted to analyze the treatment decision-making process and formation mechanism for older cancer patients within the special cultural context of Chinese medical practice. Method: A qualitative study was conducted. With the sample saturation principle, data collected by in-depth interviews with 17 family members and 12 patients were subjected to thematic analysis. Ethical (...) considerations: The study was approved by the ethics committees of Sun Yat-sen University. All participants provided verbal informed consent after being told their rights of confidentiality, anonymity, and voluntary participation. They had the right to refuse to answer questions and could withdraw at any time. Results: Three themes emerged: (1) complex process; (2) transformation of family decision-making power; and (3) individual compromise. Family members inevitably had different opinions during the long process of treatment decision-making for older cancer patients. The direction of this process could be regarded as an extension of the family power relationship. The patient usually compromised the decision to survive, which was made by family members. Conclusion: This study describes the treatment decision-making process of older cancer patients in the context of Chinese culture. The reasons underlying this process are related to the views on life and death and family values. An individual is a part of the family, which is often seen as the minimal interpersonal unit in Chinese society. It is significant that while emphasizing patient autonomy in the decision-making process, health professionals should also pay attention to the important roles of culture and family. (shrink)

Green consumption values have been shown to motivate consumers to engage in green consumption practices. However, surprisingly little research has examined how green consumption values develop in young people. In the current study, we employed ecological socialization theory as a framework to investigate the process by which parents’ green consumption values shape similar values in their young adolescents. In Study 1, data from 722 Chinese families that included an early adolescent showed that both mothers’ and fathers’ green consumption values were (...) positively associated with early adolescents’ green consumption values, and this association was mediated by each parent’s environmentally responsible consumption behavior. Study 2 replicated the results of Study 1 using two waves of matched parent-adolescent data collected a month apart from another group of 477 Chinese families. Furthermore, Study 2 showed that the mediation process identified in Study 1 was evident only when there was a close parent–child relationship. These findings have implications for cultivating the green consumption values of today’s youth. The results also have heuristic value for future research on the ecological socialization and inter-generational transmission of pro-environmental values. (shrink)

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

Events that violate the laws of nature are, by definition, impossible, but recent research suggests that people view some violations as “more impossible” than others. When evaluating the difficulty of magic spells, American adults are influenced by causal considerations that should be irrelevant given the spell’s primary causal violation, judging, for instance, that it would be more difficult to levitate a bowling ball than a basketball even though weight should no longer be a consideration if contact is no longer necessary (...) for support. In the present study, we sought to test the generalizability of these effects in a non-Western context – China – where magical events are represented differently in popular fiction and where reasoning styles are often more holistic than analytic. Across several studies, Chinese adults showed the same tendency as American adults to honor implicit causal constraints when evaluating the plausibility of magical events. These findings suggest that graded notions of impossibility are shared across cultures, possibly because they are a byproduct of causal knowledge. (shrink)

The purpose of this study is to examine preservice Chinese language teachers’ cognition in teaching intercultural communicative competence. In the study we collected data through in-depth interviews with seven preservice teachers in a Master of Education program at a university in Hong Kong SAR, China. The findings indicated that the participants had a relatively positive attitude and inclination toward the development of students’ intercultural communicative competence, while their conceptualizations of culture tended to be static and ambiguous. In addition, the participants’ (...) objectives in teaching intercultural communicative competence were found to be more attitude-than knowledge- or skill-oriented. The study offers valuable insights that preservice language teachers’ cognition plays a crucial role in their future professional development and calls for curricular innovations with intercultural aims in teacher education programs. (shrink)

On March 16, 2007, the Property Law ( Wuquan fa) was finally passed by the People's Congress of the People's Republic of China (PRC) after numerous readings and revisions on large and small scales over the past fourteen years. For the first time in the judicial history of China, a law was passed formally and explicitly legitimizing the ownership of private property. In the past, only public property was legally protected and such public ownership served as a foundational concept of (...) China's socialist polity, but the Property Law claims to offer legal protections to public and private properties…. (shrink)

The revival of modern Western virtue ethics presents the question of whether or not virtue ethics is appropriate for modern society. Ethicists believe that virtue ethics came from traditional society, to which it conforms so well. The appearance of the market economy and a utilitarian spirit, together with society’s diversification, is a sign that modern society has arrived. This also indicates a transformation in the moral spirit. But modern society has not made virtues less important, and even as modern life (...) has become more diversified, rule-following ethics have taken on even greater importance. Modern ethical life is still the ethical life of individuals whose self-identity contains the identity of moral spirit, and virtues have a very important influence on the self-identical moral characters. Furthermore, modern society, which is centered around utilitarianism, makes it apparent that rules themselves are far from being adequate and virtues are important. Virtues are a moral resource for modern people to resist modern evils. (shrink)

We provide the first comprehensive and robust evidence on the relationship between CSR disclosure quality and the costs of corporate bonds in China. We find that firms with high CSR disclosure quality are associated with lower costs of corporate bonds. Our findings are robust to endogeneity issues arising from reverse causality, omitted variable bias, and the interdependencies between price and non-price terms. The negative relationship between CSR disclosure quality and the costs of corporate bonds is stronger in weak corporate governance (...) firms and in firms located in regions with weak institutional environments. We also find that firms’ misconduct significantly mitigates the influence of CSR disclosure quality. In the additional analyses, we provide evidence that CSR disclosure can offer incremental information beyond the credit ratings. Regarding non-price terms, we conclude that firms with higher quality of CSR information are less likely to be subject to collateral terms, but they tend to include more restrictive covenants. Further analyses also show that compared with low-quality or mandatory CSR disclosure firms, bond investors perceive firms with CSR disclosures rated above “A” categories or voluntary CSR disclosure as less likely to cause asymmetric information problems and thus charge lower risk premiums. Overall, this study demonstrates that CSR disclosure quality is an important determinant that affects both price and non-price bond contract terms. (shrink)

Using data from China, where the identity of engagement auditors is disclosed, we find significant relationships between engagement auditors’ negative experiences and the costs of corporate bonds. Further tests differentiate field and review auditors’ experiences, and we find that both field and review auditors’ negative experiences are significantly related to higher costs of corporate bonds. In addition, we find that the above results are significant only when the engagement auditors are affiliated with non-Big10 audit firms. Using path analysis, we find (...) that credit rating is a possible channel through which information on engagement auditors’ negative experiences can transfer to bond investors. Regarding non-price terms, we conclude that engagement auditors with negative experiences are associated with smaller bond sizes, shorter bond maturities, a higher likelihood of requiring collateral, and more restrictive covenants. Further analyses also show that the effects of engagement auditors’ negative experiences on the costs of corporate bonds are less pronounced for well-governed firms. To show that our results obtained from China’s corporate bond market are relevant to loan markets, we replicate the above tests using a Chinese sample, and the results from the loan market are consistent with those from the corporate bond market. Overall, our empirical results suggest that investors are indeed concerned with engagement auditors’ negative experiences. (shrink)

The lixue 理学 (learning of the Neo-Confucian principles) of the Qing Dynasty followed the tradition of lixue in the Song, Yuan and Ming dynasties, but it had its own characteristics. First, there was no primary direction and core train of ideas. Second, there was no creativity and the emphasis was made on ethics. Third, after the Opium War, the lixue of the Qing Dynasty was influenced by Western culture, partly resisting and partly integrating with the latter. Fourth, the tradition of (...) Neo-Confucianism of the Song Dynasty and the tradition of the Confucianism of the Han Dynasty co-existed and had disputes with each other, but also learned from each other. (shrink)

The language game approach has recently been adopted to explore the conventionalization of linguistic knowledge in a social environment. Most contemporary studies focus on the dynamics of language games in random or predefined social networks, but neglect the reverse roles of communicative constraints in language evolution and social structures. This article, based on two forms of language games , examines whether a simple, distance-based communicative constraint can affect the conventionalization of linguistic knowledge. The study bridges the gap between random networks (...) and complex social structures, and illustrates that the internal properties of language games can influence the effects of communicative constraints and social structures. (shrink)

The present study tested whether students’ autonomous motivation mediated the association between adult support (parental autonomy support, teacher support) and students’ homework effort. A sample of 666 Chinese middle school students was recruited to complete the parental autonomy support questionnaire, teacher support questionnaire, homework autonomous motivation questionnaire and homework effort questionnaire. Structural equation modeling showed that both parental autonomy support and teacher support positively predicted mathematics homework effort, and mathematics homework autonomous motivation was a mediator in these associations. The present (...) study reveals the importance of adult support and autonomous motivation, and has theoretical and practical implications. (shrink)

Under the background that the development of low-carbon circular economy is the objective requirement for the in-depth implementation of scientific development and the inevitable choice for promoting the sustainable development of economy and society, it is not only the requirement of corporate social responsibility but also the path to realize corporate social responsibility. Enterprises should become the representative and model of social responsibility practice in the development of low-carbon circular economy, in order to promote the fulfilment and development of corporate (...) social responsibility in the whole society. Therefore, it is of great theoretical and practical significance to study the realization of corporate social responsibility in the context of low-carbon circular economy. This paper introduces the connotation of low-carbon circular economy and corporate social responsibility, analyses the reality and theoretical basis of realizing corporate social responsibility in low-carbon circular economy, analyses the interactive relationship between the development of low-carbon circular economy and the realization of corporate social responsibility, and puts forward the construction of enterprise low-carbon operation mechanism. This paper uses the research of corporate social responsibility based on radial basis function neural network to build a low-carbon circular economy. The evaluation model of environment economy coupling development is verified by an example, which provides useful guidance for the evaluation and development of corporate social responsibility. (shrink)

Talk is a way of human existence. Through talk we can trace signs of existence. However, existence is not merely limited to the restricted domain of talk. Language serves as a medium of communication between people and is a resort of written signs. The sphere of existence, at the same time, is much deeper than that of language. In this vaster sphere of existence, and especially in aspects such as relations between man and god, man and universe, man and the (...) self, much more space is devoted to communications without words. Throughout history, records in written signs constitute only a small part of existence. The relationship between language and existence is open, as is the relationship between method and substance. However, existence in this relationship is prior to language, which has existence as its main subject. (shrink)

This paper proposes a coevolutionary scenario on the origins of compositionality and word order regularity in human language, and illustrates it using a multi-agent, behavioral model. The model traces a `bottom-up' process of syntactic development; artificial agents, by iterating local orders among lexical items, gradually build up basic constituent word order(s) in sentences. These results show that structural features of language (e.g. syntactic categories and word orders) could have coevolved with lexical items, as a consequence of general learning mechanisms (e.g. (...) pattern extraction and sequential learning) initially not language-specific. Keywords: Computer simulation; language origin; coevolution; compositionality; word order regularity. (shrink)

Non-cognitivism is an approach to metaphor that denies the existence of any metaphorical meanings. A metaphor’s only meaning is its literal meaning. The interpretation of metaphor, on this approach, does not consist in metaphorical contents being communicated by being either semantically encoded or pragmatically communicated. Rather, metaphor operates in an entirely non-linguistic way that does not require the postulation of such meanings. Metaphors cause people to see connections, even to grasp new thoughts, but they do not do so by meaning (...) those thoughts or connections. Non-cognitivism faces a stern challenge from the problem of embedding: metaphors embedded in propositional attitude reports seem to require metaphorical meanings in their truth conditions. In this paper, we argue that existing attempts to solve this problem for non-cognitivism have been unsuccessful. We then offer a new solution that differentiates two scope readings of embedded metaphors and explains each in turn. The paper thus suggests that non-cognitivism has enough rescores to account for embedded metaphors. (shrink)

In this article, we investigate the resource-based mechanism underlying the relationship between political skill and salespersons’ work outcomes. Specifically, we propose that political skill influences salespersons’ sales performance and job satisfaction through organizational resources and salesperson–customer guanxi, which serve as their internal and external resources. To examine our model, we collected data from 203 salespersons working at a large financial services institution in China. The findings reveal that both access to resources and build-up of s–c guanxi mediate the effect of (...) political skill on salespersons’ work outcomes. Moreover, access to resources and build-up of s–c guanxi interact to predict salespersons’ sales performance and job satisfaction. Implications and future research directions are discussed. (shrink)