The purpose is to minimize the substantial losses caused by public health emergencies to people’s health and daily life and the national economy. The tuberculosis data from June 2017 to 2019 in a city are collected. The Structural Equation Model is constructed to determine the relationship between hidden and explicit variables by determining the relevant indicators and parameter estimation. The prediction model based on Artificial Neural Network and Convolutional Neural Network is constructed. The method’s effectiveness is verified by comparing the (...) prediction model’s loss value and accuracy in training and testing. Meanwhile, 50 pieces of actual cases are tested, and the warning level is determined according to the T-value. The results show that comparing and analyzing ANN, CNN, and the hybrid network of ANN and CNN, the hybrid network’s accuracy is higher than the other two algorithms, 89.1 and 90.1%. Also, the hybrid network has sound prediction effects and accuracy when predicting actual cases. Therefore, the early warning method based on ANN in deep learning has better performance in public health emergencies’ early warning, which is significant for improving early warning capabilities. (shrink)

ObjectiveThis study introduced self-concept and social support as research variables to establish a research mechanism, in order to encourage college students to participate in sports better, relieve or overcome depression.MethodsThe survey was conducted among 1,200 college students in Jiangxi, China. Serial mediation models were used to examine whether self-concept and social support mediated in the effect of physical exercise on depression.ResultsPhysical exercise significantly negatively predicted college depression. Moreover, Self-concept and social support mediate the relationship between physical exercise and depression in (...) college students.ConclusionThis study reveals how physical exercise affects college students’ depression and its mechanism, and the results have certain enlightenment significance for maintaining and promoting college students’ physical and mental health. (shrink)

ObjectiveNumerous studies have demonstrated that religious belief is associated with prosocial behavior. However, how do they maintain cooperation in societies with a predominating atheist population, such as China? Different primings and a quasi-experiment are used to examine the link between communist authority and prosocial behaviors among college students in China.Materials and methodsIn Study 1, the subjects’ communist authority in the university lab was primed by a communist-authority video. In Study 2, we compared the priming effects of communist authority and religion (...) on prosocial intention. Study 3 investigated the priming effect of communist authority on prosocial behaviors by employing a scrambled sentence task in the university lab. A quasi-experiment was conducted in Study 4.ResultsResults showed that communist-authority, a reminder of secular authorities, increased prosociality among college students. And empathy moderated the relationship between secular authorities and prosociality in Study 3 and Study 4.DiscussionCommunist authority, a secular authority prime, has a positive effect on promoting prosocial behaviors. These results provided a feasible yet novel way to reveal the mechanism of the relationship between secular authorities and prosociality in China. (shrink)

The present study explored the moderation effect of education on the relationship between the perception of social equality and social trust and individuals’ subjective well-being in rural China. Data were derived from the nationally representative cross-sectional Chinese General Social Survey. After handling missingness, 5,911 eligible participants from the 2015 wave were included in the model. We used logistic regression to test the hypotheses. We first tested the effect of the perception of social equality and social trust on SWB. Then we (...) added an interaction term to test the moderation effect of education in this relationship. The results show that education had a significant moderating effect on the association between general social trust and SWB. While had no significant effect on the association between the perception of social equality, special social trust and SWB. The perception of social equality had significant effects in both groups. The relationship between special social trust and SWB in both groups was not significant. For the more educated group, general social trust had a significant and positive effect on SWB. (shrink)

This study addresses a gap in the literature on corporate governance and corporate social responsibility by investigating whether and how board independence and institutional ownership moderate the relationship between digital transformation and corporate social performance. We find that digital transformation increases CSP using a panel dataset of Chinese publicly listed firms between 2014 and 2018. Moreover, we show that this positive impact is more pronounced when firms have higher proportions of independent directors on the board and institutional owners. These findings (...) contribute to a better understanding of CSR dynamics, supporting the formulation and implementation of efficient CSR strategies in the digital era. (shrink)

When organizations face the coexistence of multiple institutional logics for environmental management (e.g., maximizing market profit, protecting the environment), how do firms configure green human resource management (GHRM) practices to achieve sustainability in both environmental and market domains? Leveraging the fuzzy-set qualitative comparative analysis (fsQCA) technique, this study adopts a configurational approach to analyze the complex interdependence of GHRM practices with the underlying institutional logics for achieving firm sustainable performance. Employing a multi-source matched sample of 179 firms, the findings reveal (...) the existence of multiple configurations of institutional logics and GHRM practices that equally result in high environmental performance, market performance, or both. The analysis also identifies that firms vary in their selection between environment protection and market profit logics, and the need to match different control- or commitment-based GHRM practices to achieve high environmental and market performance. (shrink)

Customer civility is an established construct in the study of ethical consumption. However, scholars have paid insufficient attention to customer civility in relation to the flourishing peer-to-peer economy. Therefore, the purpose of this article is to develop and test a theoretical framework which examines the antecedents of the customer civility in the P2P economy. We use social exchange theory to develop a model that posits customer interaction experiences with property owners, properties, and P2P platforms as antecedents of customer civility in (...) the P2P economy. Two studies were used to test our framework: Study 1 comprises a survey of Chinese customers ; Study 2 involves secondary data crawled from the Web site of Xiaozhu, one of China’s largest P2P accommodation platforms. OLS regression analysis was used for hypothesis testing. Results demonstrate three antecedents of customer civility in the P2P accommodation sector: interpersonal trust, property experience, and platform governance. In addition, the positive effect of interpersonal trust on customer civility is stronger when customers have high economic incentive, while the effect of property experience is significantly stronger when customers have low economic incentive. (shrink)

ObjectiveInvestigating the mental health status of Chinese resident physicians during the 2019 new coronavirus outbreak.MethodsA cluster sampling method was adopted to collect all China-wide resident physicians during the epidemic period as the research subjects. The Symptom Checklist-90 self-rating scale was used to assess mental health using WeChat electronic questionnaires.ResultsIn total, 511 electronic questionnaires were recovered, all of which were valid. The negative psychological detection rate was 93.9%. Among the symptoms on the self-rating scale, more than half of the Chinese resident (...) physicians had mild to moderate symptoms of mental unhealthiness, and a few had asymptomatic or severe unhealthy mental states. In particular, the detection rate of abnormality was 88.3%, obsessive-compulsive symptoms was 90.4%, the sensitive interpersonal relationship was 90.6%, depression abnormality was 90.8% /511), anxiety abnormality was 88.3%, hostility abnormality was 85.3%, terror abnormality was 84.9%, paranoia abnormality was 86.9%, psychotic abnormalities was 89.0%, and abnormal sleeping and eating status was 90.8%. The scores of various psychological symptoms of pediatric resident physicians were significantly lower than those of non-pediatrics.ConclusionThe new coronavirus epidemic has a greater impact on the mental health of Chinese resident physicians. (shrink)

Résumé Vus de l’Ouest, les débats et événements politiques en Chine ne sont pas toujours faciles à déchiffrer. Au mois de mars 2012, la chute de Bo Xilai, le leader de la municipalité autonome de Chongqing (de près de 30 millions d’habitants), surprit moins que la découverte que Bo était le leader des « néomaoïstes » en Chine. En cet automne de l’année 2012, se tient le 18 e Congrès du Parti Communiste à Pékin. Même en interrogeant des gens bien (...) informés, au cours des derniers mois, il était presque impossible d’obtenir ne serait-ce qu’une vague intuition de ce qui pouvait résulter de la réunion. Cette interview doit être comprise comme une vaste fresque des principaux courants actuels qui sous-tendent les débats actuels en Chine. Le thème central est l’anticapitalisme, car, de manière assez surprenante, ce thème définit encore l’axe central autour duquel gravitent les controverses. (shrink)

Why has Schmitt's political theology been influential among some Chinese scholars? It is pointed out in this article that this special phenomenon resulted from the Chinese awareness of the deep crisis within modern politics as well as the Chinese hope for the alternative model of modern politics. To these Chinese scholars, Schmitt, by making clear the hidden theological dimension of modern politics, seems to have offered both a sharp criticism of the tendency of mechanization of the state and a creative (...) proposal to save modern politics. Based on the analysis of the reasons for these Chinese scholars' preference for Schmitt's political theology to Marx's criticism of modern politics, it is also argued that this acceptance of Schmitt's political theology could actually hamper the Chinese efforts toward new possibilities of modern politics. (shrink)

In this study, we aimed to address three comments proposed by Ogihara on a recent study where we found that unique names in China have become increasingly popular from 1950 to 2009. Using a large representative sample of Chinese names, we replicated the increase in uniqueness of Chinese names from 1920 to 2005, especially since the 1970s, with multiple uniqueness indices based on name-character frequency and name-length deviation. Over the years, Chinese characters that are rare in daily life or naming (...) practice were more often used in given names, and the length of given names became more deviant from typical practice. Taken together, these findings not only reconfirmed the increasing prevalence of unique names but also demonstrated the validity of various indices in assessing name uniqueness in China. (shrink)

Color harmony is the focus of many researchers in the field of art and design, and its research results have been widely used in artistic creation and design activities. With the development of signal processing and artificial intelligence technology, new ideas and methods are provided for color harmony theory and color harmony calculation. In this article, psychological experimental methods and information technology are combined to design and quantify the 16-dimensional physical features of multiple colors, including multi-color statistical features and multi-color (...) contrast features. Eighty-four subjects are invited to give a 5-level score on the degree of color harmony for 164 multi-color materials selected from the screenshots of film and television scenes. Based on the multi-color physical features and the subjective evaluation experiment, the correlation analysis is firstly carried out, which shows that the overall lightness, difference of the color tones, number of multiple colors, lightness contrast, color tone contrast, and cool/warm contrast are significantly correlated with color harmony. On the other hand, the regression prediction model and classification prediction model of color harmony are constructed based on machine learning algorithms. In terms of regression prediction model, the prediction accuracy of linear models is higher than that of nonlinear models, with 63.9% as the highest, indicating that the multi-color physical features can explain color harmony well. In terms of classification prediction model, the Random Forest has the best prediction performance, with an accuracy of 80.2%. (shrink)

With the popularity of location-based social networks, location prediction has become an important task and has gained significant attention in recent years. However, how to use massive trajectory data and spatial-temporal context information effectively to mine the user’s mobility pattern and predict the users’ next location is still unresolved. In this paper, we propose a novel network named STSAN, which can integrate spatial-temporal information with the self-attention for location prediction. In STSAN, we design a trajectory attention module to learn users’ (...) dynamic trajectory representation, which includes three modules: location attention, which captures the location sequential transitions with self-attention; spatial attention, which captures user’s preference for geographic location; and temporal attention, which captures the user temporal activity preference. Finally, extensive experiments on four real-world check-ins datasets are designed to verify the effectiveness of our proposed method. Experimental results show that spatial-temporal information can effectively improve the performance of the model. Our method STSAN gains about 39.8% Acc@1 and 4.4% APR improvements against the strongest baseline on New York City dataset. (shrink)

European Portuguese (EP) is a language with variable stress, and the main cues for stress are duration and vowel reduction. Previous behavioral study has reported a stress “deafness” effect in EP when vowel quality cues are unavailable. The present study recorded both event-related potentials (ERPs) and behavioral data to examine the stress processing by native EP speakers in the absence of the vowel quality cues. Our behavioral result was consistent with previous research, showing that when vowel reduction is absent EP (...) speakers demonstrated a stress “deafness” effect similar to that found in speakers of languages with fixed stress or without any lexical stress marking. In the ERP task, both the trochaic and iambic conditions yielded mismatch negativity (MMN) and late negativity, suggesting that EP speakers are able to discriminate the two stress patterns without vowel reduction at the pre-attentive stage. Moreover, the ERP and behavioral data revealed compatible results regarding the pattern of stress bias in EP. In the EPR task, the MMN and late negativity components were more negative and span over a larger temporal window in the iambic condition than in the trochaic condition, indicating a higher sensitivity for the iambic stress pattern. In the behavioral task, EP speakers responded more accurately and more quickly to the iambic stress. These results match recent developmental findings in the acquisition of stress, but speak against the dominant view in EP phonological literature which assumes penultimate stress to be the regular stress pattern. In addition, both the ERP and the behavioral data showed that EP speakers’ stress processing was influenced by their working memory (WM) capacity. The participants with high WM capacity outperformed the participants with limited WM capacity in the iambic condition. In sum, our results broaden the current knowledge on stress processing by EP speakers at both the pre-attentive and attentive levels. (shrink)

The new Taiwanese religious movement Tzu Chi raises interesting issues for the study of religions. First, as a Chinese form of Buddhism, it embodies an attempt to reconcile or even merge the cultures and mindsets of two utterly different civilizations, the Indian and the Chinese. Secondly, it casts doubt on the presupposition that a sect, as against a church, demands of its members exclusive allegiance. Thirdly, it shows that an emphasis on orthopraxy rather than orthodoxy may be modern as well (...) as archaic. Fourthly, it also suggests that the view that secularization is tantamount to a narrowing of the domain of religion cannot be taken for granted. In the case of Tzu Chi there is probably some overlap between the last three issues, in that they show that generalizations about sects formulated by western sociologists have taken Christian sects as their model and may not be universally applicable. (shrink)

Ist das Politische Macht? Ist es öffentliches Handeln oder die beste Gesellschaftsordnung? Daniela Hüttinger sucht dort nach einer Antwort, wo die historische Wurzel des Politischen vermutet wird: im Griechenland des 5. und 4.

本文是关于逻辑哲学相关专题的研究成果,包括逻辑本身的整体性的哲学思考、现代逻辑发展中的一些具体问题的哲学研究等。.

本书对弘扬中华民族美德的经典篇章进行挖掘整理、条分缕析,涵盖古今代表篇什,导读、原文、赏析三位一体,帮助读者在阅读中得到思想的启迪、道德的升华。.

Because of difficulty processing the electronic medical record data of patients with cerebrovascular disease, there is little mature recognition technology capable of identifying the named entity of cerebrovascular disease. Excellent research results have been achieved in the field of named entity recognition, but there are several problems in the pre processing of Chinese named entities that have multiple meanings, of which neglecting the combination of contextual information is one. Therefore, to extract five categories of key entity information for diseases, symptoms, (...) body parts, medical examinations, and treatment in electronic medical records, this paper proposes the use of a BERT-BiGRU-CRF named entity recognition method, which is applied to the field of cerebrovascular diseases. The BERT layer first converts the electronic medical record text into a low-dimensional vector, then uses this vector as the input to the BiGRU layer to capture contextual features, and finally uses conditional random fields to capture the dependency between adjacent tags. The experimental results show that the F1 score of the model reaches 90.38%. (shrink)

Um das Recht auf sich selbst zu erringen, mussten die Menschen den GÖTTERN das Recht auf den Menschen nehmen. Seither verstanden sie sich immer weniger von den Pflichten einem HETERONOMEN Willen gegenüber als von ihren autonomen Rechten her, ihre Bedürfnisse zu befriedigen. Diesem Selbstverständnis des westlichen Menschen sind jedoch, will es nicht zur gefährlichen Selbstgerechtigkeit erstarren, Grenzen gesetzt. Denn das ästhetisch-materielle Glück, welches diesem zu Grunde liegt, ist weltweit weder sozialisierbar noch im Hinblick auf die Zukunft der Menschheit ökologisch vertretbar. (...) So müssen erneut die GÖTTER, ein HETERONOMER Wille, herhalten, um ein Selbstverständnis zu legitimieren, das sich der Negation eben dieses Willens verdankt und dessen Handlungsfolgen die Menschen nur allein zu verantworten haben. Benno Hübner, ehemals Professor an der Universität Zaragoza, schreibt, reist und diskutiert weiterhin mit Studenten aus dem lateinamerikanischen und russischen Sprachraum. (shrink)

Although the same environmental regulations apply to all regions in China, legal enforcement can be different due to local economic development priorities. There is still a lack of knowledge about how regional disparities affect the operating performance results of the implementation of corporate environmental management practices, thus providing little information for foreign companies when they invest and develop their production base in China. To fill this research gap, this paper collects data from the Fortune 500 Chinese firms to investigate the (...) moderating role of regional disparities in affecting the performance results of corporate environmental management efforts based on the institutional theory. The disclosed corporate environmental responsibility practices serve as proxy to represent corporate environmental management practices. Content analysis approach was applied to collect and analyze CER practices published in the corporate reports of Chinese manufacturers. The results show that CER has a positive impact on operating income, while regional disparities influence the relationship between CER and corporate operating income. Specifically, CER and operating income are positively related in Eastern China; on the contrary, they are negatively related in Western China. This paper adds to the body of knowledge about environmental discrepancies in the same emerging economy, and provides insights for systematic consideration in terms of the issues of government environmental regulations and corporate environmental strategies. (shrink)

Veritists hold that the goal of inquiry is true belief, while justificationists contend that the goal of inquiry is justified belief. Recently, Christoph Kelp makes two new objections to both veritism and justificationism. Further, he claims that the two objections suggest that the goal of inquiry is knowledge. This paper defends a sophisticated version of veritism against Kelp's two objections.

本卷收入胡适哲学与文化方面的论文、函牍、讲演、札记80余篇。其中包括实验主义、我们对于西洋近代文明的态度等重要文章。所收文章全面反映了胡适哲学思想、学术主张和对于中西文化的态度,对于了解和研究胡适本人 以及现代中国学术史、现代中国启蒙运动等内容。.

We construct an event-based computer simulation model of the Einstein-Podolsky-Rosen-Bohm experiments with photons. The algorithm is a one-to-one copy of the data gathering and analysis procedures used in real laboratory experiments. We consider two types of experiments, those with a source emitting photons with opposite but otherwise unpredictable polarization and those with a source emitting photons with fixed polarization. In the simulation, the choice of the direction of polarization measurement for each detection event is arbitrary. We use three different procedures (...) to identify pairs of photons and compute the frequency of coincidences by analyzing experimental data and simulation data. The model strictly satisfies Einstein’s criteria of local causality, does not rely on any concept of quantum theory and reproduces the results of quantum theory for both types of experiments. We give a rigorous proof that the probabilistic description of the simulation model yields the quantum theoretical expressions for the single- and two-particle expectation values. (shrink)

本书作者以一名学者所特有的理想主义与批判主义精神,对法学研究和法制建设中的基本问题进行了探讨,并就法学基本内涵及其精神理念等提出了自己的见解。.