Mental fatigue (MF) jeopardizes performance and safety through a variety of cognitive impairments and according to the complexity loss theory, should represent “complexity loss” in electroencephalogram (EEG). However, the studies are few and inconsistent concerning the relationship between MF and loss of complexity, probably because of the susceptibility of brain waves to noise. In this study, MF was induced in thirteen male college students by a simulated flight task. Before and at the end of the task, spontaneous EEG and auditory (...) steady-state response (ASSR) were recorded and instantaneous frequency variation (IFV) in alpha rhythm was extracted and analyzed by multiscale entropy (MSE) analysis. The results show that there were significant differences in IFV in alpha rhythm either from spontaneous EEG or from ASSR for all subjects. Therefore, the proposed method can be effective in revealing the complexity loss caused by MF in spontaneous EEG and ASSR, which may serve as a promising analyzing method to mark mild mental impairments. (shrink)

This study examined the extent to which the impact of green transformational leadership on employee green behavior through follower perceptions of value congruence. Path analyzing on data from 193 subordinate-leader dyads showed that followers’ value congruence with their leader mediated the effects of green transformational leadership on employee green behavior. Results also supported that green identity moderated the indirect effect of green transformational leadership on employee green behavior through value congruence, such that the indirect effect was more positive when green (...) identity was high than when it was low. These findings provided valuable contribution to green transformational leadership, value congruence and employee green behavior by exploring the relationship between them. Practical implications and directions for future research are also discussed. (shrink)

Drawing on institutional and signaling theories, this study examines how environmental corporate social responsibility affects firm performance in a dysfunctional institutional environment. We extend the ECSR literature by suggesting that ECSR indirectly influences firm performance through the mediating effects of business and political legitimacy. Based on a dataset of 238 firms in China, we find that ECSR affects business and political legitimacy followed by firm performance. Moreover, legal incompleteness weakens and legal inefficiency strengthens the effects of ECSR on business and (...) political legitimacy. (shrink)

In this paper, a novel no-equilibrium 5D memristive hyperchaotic system is proposed, which is achieved by introducing an ideal flux-controlled memristor model and two constant terms into an improved 4D self-excited hyperchaotic system. The system parameters-dependent and memristor initial conditions-dependent dynamical characteristics of the proposed memristive hyperchaotic system are investigated in terms of phase portrait, Lyapunov exponent spectrum, bifurcation diagram, Poincaré map, and time series. Then, the hidden dynamic attractors such as periodic, quasiperiodic, chaotic, and hyperchaotic attractors are found under (...) the variation of its system parameters. Meanwhile, the most striking phenomena of hidden extreme multistability, transient hyperchaotic behavior, and offset boosting control are revealed for appropriate sets of the memristor and other initial conditions. Finally, a hardware electronic circuit is designed, and the experimental results are well consistent with the numerical simulations, which demonstrate the feasibility of this novel 5D memristive hyperchaotic system. (shrink)

Due to the complexity and versatility of network security alarm data, a cloud-based network security data extraction method is proposed to address the inability to effectively understand the network security situation. The information properties of the situation are generated by creating a set of spatial characteristics classification of network security knowledge, which is then used to analyze and optimize the processing of hybrid network security situation information using cloud computing technology and co-filtering technology. Knowledge and information about the security situation (...) of a hybrid network has been analyzed using cloud computing strategy. The simulation results show that a cyber security crash occurs in window 20, after which the protection index drops to window 500. The increase in the security index of 500 windows is consistent with the effectiveness of the concept of this document method, indicating that this document method can sense changes in the network security situation. Starting from the first attacked window, the defense index began to decrease. In order to simulate the added network defense, the network security events in the 295th time window were reduced in the original data, and the defense index increased significantly in the corresponding time period, which is consistent with the method perception results, which further verifies the effectiveness and reliability of this method on the network security event perception. This method provides high-precision knowledge of network security situations and improves the security and stability of cloud-based networks. (shrink)

As the labeling costs in legal artificial intelligence tasks are expensive. Therefore, it becomes a challenge to utilize low cost to train a robust model. In this paper, we propose a LAIAugment approach, which aims to enhance the few-shot learning capability in legal artificial intelligence tasks. Specifically, we first use the self-training approach to label the amount of unlabelled data to enhance the feature learning capability of the model. Moreover, we also search for datasets that are similar to the training (...) set by improving the text similarity function. We conducted experimental analyses for three legal artificial intelligence tasks, including evidence extraction, legal element extraction, and case multi-label prediction, which composed of 3500 judgement documents. The experimental results show that the proposed LAIAugment method has an average F1-score of 72.3% on the three legal AI tasks, which is 1.93% higher than the baseline model. At the same time, it shows a huge improvement in few-shot learning. (shrink)

Previous studies support the link of parental acculturation to their children’s academic achievement, identity, and family relations. Prior research also suggests that parental language proficiency is associated with children’s vocabulary knowledge. However, few studies have examined the links of parental acculturation to young children’s oral language abilities. As preschool oral language skills have been shown to predict future academic achievement, it is critical to understand the relations between parental acculturation and bilingual abilities with young immigrant children. Furthermore, few studies have (...) examined the links between parental acculturation and children’s bilingual ability among different immigrant groups who live in the same areas to understand possible similarities and differences. To address these gaps, this study examines these relations in two of the largest and fastest-growing immigrant populations in the United States, Chinese American and Mexican American families. A total of 119 dual language learners enrolled in Head Start programs in Northern California were recruited. DLLs were assessed on oral language measures in both their heritage language and English. Parental interviews were conducted to obtain parental acculturation and language proficiency. Results showed no significant group differences between Chinese American and Mexican American parents on the majority of their acculturation dimensions. Furthermore, there were no significant group differences in the bilingual abilities between Chinese American and Mexican American DLLs. Cluster analysis identified four groups of DLLs based on their bilingual ability: high language ability in both English and HL, low language ability in both, English-dominant, and HL-dominant. Results suggest that parental acculturation levels are more similar than different among the four groups. On average, parents in all four groups had stronger ties to their heritage culture and HL than to the American culture. Results also showed links between parental cultural identities and children’s language dominance. Parents of English-dominant children had significantly higher levels of American identity than the parents of children with high ability in both languages. Implications are discussed. (shrink)

Many studies have shown that about three biological motions can be maintained in working memory. However, no study has yet analyzed the difficulties of experiment materials used, which partially affect the ecological validity of the experiment results. We use the perspective of system anatomy to decompose BM, and thoroughly explore the influencing factors of difficulties of BMs, including presentation duration, joints to execute motions, limbs to execute motions, type of articulation interference tasks, and number of joints and planes involved in (...) the BM. We apply the change detection paradigm supplemented by the articulation interference task to measure the BM working memory capacity of participants. Findings show the following: the shorter the presentation duration, the less participants remembered; the more their wrist moved, the less accurate their memory was; repeating verbs provided better results than did repeating numerals to suppress verbal encoding; the more complex the BM, the less participants remembered; and whether the action was executed by the handed limbs did not affect the WMC. These results indicate that there are many factors that can be used to adjust BM memory load. These factors can help sports psychology professionals to better evaluate the difficulty of BMs, and can also partially explain the differences in estimations of BM WMC in previous studies. (shrink)

Contextual mobile advertising, with the advantages of high interactivity and immersive experience, is the mainstream trend of future Internet advertising. Current studies have explored the benefits of contextual mobile advertising while lacking the analysis of contextual mobile advertising factors on consumer purchase intentions. This study investigates the mechanisms by which the characteristics of contextual mobile advertising evoke consumers' purchase intentions through advertising attitudes to reveal how extroversion and neuroticism in personal traits moderate the relationship between characteristics of contextual mobile advertising (...) and advertising attitudes. Based on a sample of 543 community residents with mobile shopping experience in China, this study uses structural equation modeling to validate the relationships between the variables and draws conclusions. The findings help advertisers to grasp the important characteristics of contextual mobile advertising, improve consumers' attitudes toward advertising, and enhance purchase intentions. Furthermore, it is possible to expand perceptions of the effectiveness of contextual mobile advertising among consumers with different personality traits. (shrink)

This article aims to explore contemplative practitioners’ direct lived experiences of enlightenment and develop a multi-item scale measuring these experiences. A mixed-method approach was adopted. The first study is a phenomenological study that interviewed 24 participants with enlightenment experiences and the second study is a scale-development study that recruited 1130 participants for scale validation. Two major clusters of the enlightenment experiences including sensory feelings and nondual realizations emerged from the phenomenological study and the four main themes of the realizations were (...) formed: intrapersonal insights, inspiration internalization, interpersonal compassion, and interconnectedness. After exploratory factor analysis and confirmatory factor analysis, a three-factor structure of the Spiritual Enlightenment Experience Scale, including nonduality, sensory clarity, and sensory disappearance were revealed. The findings of the research depicted a fuller picture of spiritual enlightenment experiences which may contribute to the current knowledge of religiosity and spirituality, as well as transpersonal psychology. The results suggest that the core components of spiritual enlightenment experiences include sensory clarity and disappearance experiences and realizations of nonduality. (shrink)

With the rapid development of the Internet, political culture plays an increasingly prominent role in ethical guidance and value orientation, and the intergenerational inheritance of political culture in various countries needs to be carried out in a sophisticated way. From the perspective of empathic narrative, this study applies the network text analysis method to detect the cultural communication regularities to the contemporary young adults in online political communication and explores contemporary young adults’ perception of online political culture through empirical analysis. (...) Moreover, it proposes the empathic narrative logic of online political communication by comparing the existing communication elements and the urgently needed communication elements. Our findings suggest that we need to deepen the cognitive empathy, stabilize the emotional empathy, and adjust the emotional bias in online political communication. (shrink)

In this study, we propose a way to link the scholarly contents of scientific papers by constructing a knowledge graph based on the semantic organization of argumentation units and relations in scientific papers. We carried out an argumentation graph data model aimed at linking multiple discourses, and also developed a semantic annotation platform for scientific papers and an argumentation graph visualization system. A construction experiment was performed using 12 articles. The final argumentation graph has 1,262 nodes and 1,628 edges, including (...) 1,628 intra-article relations and 190 inter-article relations. Knowledge evolution representation, strategic reading, and automatic abstracting use cases are presented to demonstrate the application of the argumentation graph. In contrast to existing knowledge graphs used in academic fields, the argumentation graph better supports the organization and representation of scientific paper content and can be used as data infrastructure in scientific knowledge retrieval, reorganization, reasoning, and evolution. Moreover, it supports automatic abstract and strategic reading. (shrink)

Based on a sample of heavily polluting firms listed in China, we examine the impact of environmental taxes on the green M&A behavior of these firms. Our findings underscore that environmental taxes have significantly increased the likelihood of heavily polluting firms engaging in green M&A endeavors. This impact is particularly pronounced in areas with high media attention, low financing constraints, and high environmental investment. However, our examination of the economic consequences shows that green M&A does not improve the green innovation (...) performance and ESG performance of firms. The analysis of M&A motivations shows that the majority of heavy polluters' green M&A targets are located in regions with weak environmental regulation, confirming that green M&A under the environmental tax burden is a tool used by firms to engage in pollution transfer. In addition, green M&A under the environmental tax burden is characterized by financial investment, connected M&A, and nonsignificant M&A, confirming that green M&A under the environmental tax burden may be a tool used by companies seeking only the appearance of “greenwashing.” Therefore, green M&A under the environmental tax burden tends to be underpinned by opportunistic motives of pollution transfer and “greenwashing,” rather than substantive green transformation and upgrading. We provide evidence from emerging markets on the impact of environmental taxes on green M&A, which adds to the literature in this area and has policy implications for government regulation of corporate environmental governance practices. (shrink)

This article analytically describes how the state of mainland China addresses the 'periphery syndrome' of education in its 'peripheral areas' of national minorities. It discusses the rationales, policies, implementations and results for the development of minority basic education. The examination of the 9-year compulsory schooling and the boarding school system for minority pupils suggests contradictions and mismatches between state policies and implementations. The article reveals educational, as well as geographical displacement of minority schooling, particularly the internationally little-known Tibetan Schools and (...) Classes that have been radically developed in the metropolises of Han majority. The dislocation of reform for minority basic education, especially the lack of cultural sensitivity, is further compounded by the ubiquitous practices of pupil tracking and school differentiation in the education system. The author concludes that the policy components of cultural responsiveness should be integrated in minority education development. (shrink)

To enable that the new generation of entrepreneurs can effectively use their own qualities and abilities to improve the level of entrepreneurial performance, and to successfully pass through the entrepreneurial period of the enterprise and achieve longer-term development, the new generation of entrepreneurs is taken as the research object, and firstly, the definition and interaction of psychological capital and entrepreneurial performance are pointed out. Secondly, the questionnaires are designed with reference to the relevant maturity scales, and the reliability, validity analysis, (...) correlation analysis, and multiple linear regression analysis of the collected effective questionnaires are carried out through SPSS and AMOS software. Thirdly, on this basis, it verifies the influence of psychological capital of the new generation entrepreneurs on entrepreneurial performance and the moderating effect of entrepreneurial environment perception. The results show that there is a significant positive correlation between the dimensions of psychological capital and entrepreneurial performance. Gender, age, educational background, marital status, the establishment time of enterprises, and the number of employees all have a significant impact on the psychological capital of the new generation of entrepreneurs. Among them, the psychological capital of the new generation of entrepreneurs aged 31–35 is the best, followed by aged 26–30, 21–25, and the worst is 20 years old and below, which is logical. The correlation coefficient between psychological capital and entrepreneurial performance, social capital and entrepreneurial performance shows a significant positive correlation. The research on the relationship between psychological capital, social capital, and entrepreneurial performance of new generation entrepreneurs systematically explains why some enterprises created by the new generation of entrepreneurs can achieve rapid growth and deepen the research in related fields. (shrink)

Zhou Fohai helped found the Chinese Communist Party but left the party in 1924 and aligned himself with the Guomindang . He then became one of the GMD's leading theoretical writers and was the editor of the monthly Xin shengming. Zhou had earlier contributed to Xin qingnian, and, in an article published in 1922, voiced the opinion that freedom of speech and association should not be given to the bourgeoisie since they then could use these freedoms to thwart (...) the revolution. Although Zhou in 1922 was a supporter of the CCP, and by 1928, when the article excerpted here was published, a theoretician of the GMD, his opinion on the need to restrict certain people's rights and freedoms did not change. Zhou argued against the idea of natural rights because it implied that all people, by virtue of their being human, would enjoy rights. The idea of "revolutionary people's rights" as advocated by the GMD, on the other hand, ensured that only those loyal to the revolution could exercise political rights. (shrink)

Generally believed that "theory of continuing revolution under the dictatorship of the proletariat" is a "Cultural Revolution" guiding ideology, which in ten years the "Cultural Revolution" period has been widely publicized, has written to the Chinese Communists "nine", "Top Ten", "Eleventh large "by the political report and constitution, but also to write the fourth and fifth National People's Congress meeting adopted constitutional changes, the impact is huge. When it was proposed that "the history of Marxism has set a third great (...) milestone," and after more than ten years later, "since the founding of the party on a number of resolutions on the question of history" has made ​​it a completely different assessment that It is the "leftist" errors and this should be "resolutely corrected." In this paper, the editorial "October Socialist Revolution opened up along the path," CPC "nine", Hua Guofeng, the Third Plenum and "since the founding of the party on a number of resolutions on the question of history," as the coordinates of the tracking the fate of its history and study. q "The Theory on Continuing the Revolution under the Leadership of Proletarians" is commonly regarded as the guiding ideology of the Cultural Revolution. Widely publicized during the decade-long Cultural Revolution, it has been incorporated into the Chinese Communist Party's constitution and the People's Republic of China's constitution for numerous times and has exerted a great influence on the state. By the time it was initially proposed in 1967, it was regarded as' the third landmark in the history of Marxism. But it was subject to a completely different fate more than ten years later as it was labeled "pinko" and was required to he "corrected" in Resolution on Certain Questions in the History of Our Party since the Founding of the People's Republic of China. This paper aims to conduct an investigation of the historical fate of "the Theory on Continuing the Revolution under the Dictatorship of Proletarians" with reference to the following texts: Go Ahead Along the Way Inaugurated by October Socialist Revolution, Report of the Ninth National Congress of the CPC, Hua Guofeng's Talkings, Report of the Third Plenary Session of the 11th Central Committee of the Communist Party of China and Resolution on Certain Questions in the History of Our Party since the Founding of the People's Republic of China. (shrink)

The recognition memory for inverted faces is especially difficult when compared with that for non-face stimuli. This face inversion effect has often been used as a marker of face-specific holistic processing. However, whether face processing without awareness is still specific remains unknown. The present study addressed this issue by examining the face inversion effect with the technique of binocular rivalry. Results showed that invisible upright faces could break suppression faster than invisible inverted faces. Nevertheless, no difference was found for invisible (...) upright houses and invisible inverted houses. This suggested that face processing without awareness is still specific. Some face-specific information can be processed by high-level brain areas even when that information is invisible. (shrink)

Your letter has been received. Please give my regards to all the comrades-in-arms of Rebel Command Post of Henan Province [Henanzhaozhong]! Please also convey our deepest condolences to those comrades-in-arms who shed blood and sacrificed their lives while fighting under difficult and harsh circumstances.

Wang Zhaojun was a romanticized historical figure. The visualization of her was characterized by specific historical and social backgrounds. While her image was shaped with the thousands of years’ expansion of northern interethnic relations in ancient China, the united modern multi-ethnic state created her glorious image as “an angel bringing about national harmony, peace, and unity.”.