Emotion recognition plays an important part in human-computer interaction. Currently, the main challenge in electroencephalogram -based emotion recognition is the non-stationarity of EEG signals, which causes performance of the trained model decreasing over time. In this paper, we propose a two-level domain adaptation neural network to construct a transfer model for EEG-based emotion recognition. Specifically, deep features from the topological graph, which preserve topological information from EEG signals, are extracted using a deep neural network. These features are then passed through (...) TDANN for two-level domain confusion. The first level uses the maximum mean discrepancy to reduce the distribution discrepancy of deep features between source domain and target domain, and the second uses the domain adversarial neural network to force the deep features closer to their corresponding class centers. We evaluated the domain-transfer performance of the model on both our self-built data set and the public data set SEED. In the cross-day transfer experiment, the ability to accurately discriminate joy from other emotions was high: sadness, anger, and fear on the self-built data set. The accuracy reached 74.93% on the SEED data set. In the cross-subject transfer experiment, the ability to accurately discriminate joy from other emotions was equally high: sadness, anger, and fear on the self-built data set. The average accuracy reached 87.9% on the SEED data set, which was higher than WGAN-DA. The experimental results demonstrate that the proposed TDANN can effectively handle the domain transfer problem in EEG-based emotion recognition. (shrink)

本套文集是作者一生学术成果的总结,共14卷500余万字,收录了他的15部重要美学著作.

Conditional automated driving [level 3, Society of Automotive Engineers ] requires drivers to take over the vehicle when an automated system’s failure occurs or is about to leave its operational design domain. Two-stage warning systems, which warn drivers in two steps, can be a promising method to guide drivers in preparing for the takeover. However, the proper time intervals of two-stage warning systems that allow drivers with different personalities to prepare for the takeover remain unclear. This study explored the optimal (...) time intervals of two-stage warning systems with insights into the drivers’ neuroticism personality. A total of 32 drivers were distributed into two groups according to their self-ratings in neuroticism. Each driver experienced takeover under the two-stage warning systems with four time intervals. The takeover performance and subjective opinions for time intervals and situation awareness were recorded. The results showed that drivers in the 5-s time interval had the best takeover preparation. Furthermore, both the 5- and 7-s time intervals resulted in more rapid takeover reactions and were rated more appropriate and useful than the 3- and 9-s time intervals. In terms of personality, drivers with high neuroticism tended to take over immediately after receiving takeover messages, at the cost of SA deficiency. In contrast, drivers with low neuroticism responded safely by judging whether they gained enough SA. We concluded that the 5-s time interval was optimal for drivers in two-stage takeover warning systems. When considering personality, drivers with low neuroticism had no strict requirements for time intervals. However, the extended time intervals were favorable for drivers with high neuroticism in developing SA. The present findings have reference implications for designers and engineers to set the time intervals of two-stage warning systems according to the neuroticism personality of drivers. (shrink)

本书收录了“论美育在素质教育中的综合中介作用”,“大众文化与审美教育”,“艺术与人的可持续性发展”,“全球教育中的审美多样性与人类创造力”等论文39篇。.

Ben shu zhu zai zhang xian ru jia yi li zai xiu dao fan chou de te se, Bao kuo wang chuan shan liang duan yi zhi lun yan yi, Bian zheng si wei yu shi jian zhi he, Zhong guo ren wen chuan tong yu xian dai jiao yu.

Du Weiming xian sheng shi dang dai yan jiu he chuan bo ru jia wen hua de zhong yao si xiang jia. Ta 1940 nian chu sheng yu Kunming, xian hou qiu xue yu Taiwan dong hai da xue he Meiguo Hafo da xue, ren jiao yu Pulinsidun da xue, Bokeli Jiazhou da xue. Zi 1981 nian, Du Weiming xian sheng yi zhi zai Hafo da xue Dong Ya xi dan ren li shi ji zhe xue jiao shou,qi jian huo (...) xuan Meiguo ren wen she hui ke xue yuan yuan shi, hai ceng dan ren Hafo Yanjing xue she she zhang. Chang qi yi lai, Du Weiming xian sheng zhi li yu ru xue di 3 qi fa zhan, quan shi Zhongguo wen hua, fan si xian dai jing shen, chang dao wen ming dui hua, zai hai nei wai xiang you hen gao de xue shu sheng yu. Du xian sheng fei chang re xin Zhongguo you xiu chuan tong wen hua zai ben tu de chuan bo, duo ci hui guo can jia jiao yu he xue shu jiao liu huo dong. Ta yu Beijing da xue you zhe te shu de yuan fen,zao zai 1985 nian jiu lai Beijing da xue jiang shou ru jia zhe xue. Zui jin Du Weiming xian sheng yi zheng shi shou pin wei Beijing da xue gao deng ren wen yan jiu yuan yuan zhang. (shrink)

Ben shu gong you ba jiang zu cheng, fen bie shi sheng ren bi ke xue er zhi, Wang Yangming de xin xue ti xi, shi gong yu bing xue, wen xue si xiang yu shi wen chuang zuo, jiao yu si xiang yu shi jian, Yangming hou xue, Yangming xue zai jin xian dai de ying xiang, Yangming wen hua yu Guizhou lü you. Mei ge lun ti lun shu ji zhong, shen du shi zhong, xu shu xing yu (...) yan tong su liu chang, gu shi xing qiang, hen shi he da zhong du zhe yue du. wei qi fa du zhe si kao, zeng qiang yue du xiao guo, zai mei yi jiang zhi hou shi liang she zhi le yi xie ming ci jie shi, jian da tao lun ti. ling pei he xiang guan wen zi, she zhi le yi xie tu pian, bei ke he Yangming shu fa zuo pin deng, ju you ji jia de guan shang xing. (shrink)

1. Xin yi shu chuang zuo lun, Xin yi shu lun ji -- 2. Mian xiang sheng huo, Lun yi shu de ji qiao -- 3. Yi yi dang shi -- 4. Xi wen le jian -- 5. Ge er bu ge -- 6. Lun Feng jie -- 7. Kai xin yue shi -- 8. Bu dao ding dian, Shen mei de min gan -- 9. Zai zai tan suo -- 10. Liao ran yu xin -- 11. Shen mei tan (...) -- 12. Si zeng xiang shi, Yi shen er ren -- 13. Shen mei xin tai -- 14. Hui jian zi ji -- 15. Diao su diao su -- 16. "Fu huo" de fu huo -- 17. Dong fang ji bai -- 18. Shen yu wu you -- 19. Tu na ying hua -- 20. Qu yu wu xie -- 21. Shu xin, ti ci xuan -- 22. Duan jian can pian. (shrink)

In little more than 30 years, China has recovered from the intellectual stagnation brought about by the Cultural Revolution to become a global leader in science and technology. Like other leading countries in science and technology, China has encountered some ethical problems related to the conduct of research. China 's leaders have taken some steps to respond to these problems, such as developing ethics policies and establishing oversight committees. To keep moving forward, China needs to continue to take effective action (...) to promote research integrity. Some of the challenges China faces include additional policy development, promoting education in responsible conduct of research, protecting whistle-blowers, and cultivating an ethical research environment. (shrink)

A self-designed questionnaire was given to 634 health professionals in a large teaching hospital in Hubei Province in mainland China, to clarify the participants’ attitude towards information disclosure to cancer patients. Statistic description was used to analyze the data. The item ‘inappropriate information about cancer easily leads to medical disputes’ scored highest at 3.86, while the scores of such items as ‘advantages of fully informing patients outweigh disadvantages’, ‘if their family members demand nondisclosure, you will find it difficult to cooperate (...) in good faith with patients’, and ‘telling white lies to patients disturbs you a lot’ were less than 3. The health care staff placed a high value on both the desire and priority of patients to know the truth, though most of them did not think that patients had received enough information about their disease. In order to improve cancer patients’ current state of knowledge, health professionals should learn more about informed consent, and special methods and guidelines compatible with Chinese culture are urgently required in China. (shrink)

Based on the institutional theory, this article attempts to examine two consecutive questions regarding the impact of various factors on corporate decision in environmental information disclosure (EID): (1) whether or not to disclose; and (2) the level of disclosure. The relevance of these factors is empirically tested using data collected from publicly listed manufacturing companies from 2006 to 2008 in China. Some interesting findings appear. We find that firms that are state-owned, those that operate in environmentally sensitive industries, those having (...) more industrial peers engaged in EID, and those with better reputation are more likely to disclose environmental information. When it comes to the content of EID, variables that attempt to capture external institutional pressures exhibit either no or weak explanatory power. Only the variable of organizational image and reputation is demonstrated to have a significant impact on both the act and the content of EID. This study provides a snapshot of the dialogues between constituencies in the organizational field and EID development. (shrink)

Adam Ferguson’s imperial thought casts new light on the age-old republican dilemma of the tension between empire and liberty. Generations of republican writers had been haunted by this issue as the decline of Rome proved that imperial expansion would eventually ruin the liberty of a state. Many eighteenth-century Scottish thinkers regarded this as an insoluble conundrum and thus became critics of empire. Ferguson shared their basic views but, paradoxically, was still able to defend the British Empire in the debates over (...) the American Revolution. His argument effectively offered a viable solution to the republican dilemma, which distinguished him from his contemporaries. In light of this, I argue that political representation was the pivotal conception for Ferguson to make empire and liberty compatible. It was on this ground that he could advocate the union with Ireland, which he believed would lead to a lasting balance of power in Europe. -/- ; British Empire; liberty; balance of power; political representation; American Revolution; Anglo-Irish Union. (shrink)

本书分上下册,主要内容包括格言联壁,交友论,小窗幽记,安得长者言,菜根潭,围炉夜话,六事箴言,居官格言三十三条.

Whether and when returnee executives influence corporate fraud remains an important unresolved theoretical and practical problem. Referencing upper echelons theory and the literature on managerial discretion, we propose that firms with more returnee executives are more likely to engage in corporate fraud. In addition, we propose that the relation between returnee executives and corporate fraud is subject to organizational indicators that reflect executives’ managerial discretion. Specifically, we propose that long-term performance surplus and corporate visibility diminish the positive impact of returnee (...) executives on corporate fraud. We use privately controlled Chinese public firms, including 11,519 firm-year observations of 2215 privately controlled Chinese public firms from 2010 to 2021, as our research object and adopt a bivariate probit model to investigate our theoretical assumptions. Our test results are consistent with our predictions. This study enhances the existing understanding of the dark side of returnee executives from a corporate fraud perspective. (shrink)

本书论述了文艺美学——由本质论到经验论、审美教育——由思辨美学到人生美学、生态美学论——由人类中心到生态整体三编内容。.

Modern science developed in the interflow of culture between west and east. Combing of pratice technology with philosophic thoughts formed experimental method. Holistic views contacting atomism produced system theory. System thoughts are applicated in the science and engineering of biosystems, and the cencepts of system biomedicine (Kamada T.1992), systems biology (Zieglgansberger W, Tolle TR.1993), system bioengineering and system genetics (Zeng BJ. 1994) were established. From positive to synthetic thoughts, philosophy have been developed ontology, cosmology, organism theories. Structurity is structure (...) logic system founded on entity, develop, exist axioms, tolerance, adaptation, fluctuate, interweave, transform theorems and integrate, adaptation, construct laws. Structurity be discussed on the cosmos, life, culture system, creation, hologram theories of structure ontology, construct mutation, simi-structure organism and entity emergence, symbol implication. From the relation of structure, function and development, the structurity put forward the cycle, spiral, triangle structure stability patterns of self-organization in structure complement each other and stratification, functional couple and interflow bounds growth, coordinativetransformation and holographic symmetry. (shrink)

本书共分九章,内容包括:儒家概说、儒家追求的理想境界、内与外的和谐统一、家庭的和谐、人与人的和谐、人与社会的和谐等。.

This study examined academic dishonesty (AD) of 586 Taiwanese graduate students, the relationship between students' AD and their perceptions of AD of their peers, and their judgments regarding the seriousness of AD. Results showed that female students were more critical of AD than their male counterparts were in the areas of fraudulence, plagiarism, and falsification. Male students demonstrated more awareness of peer involvement in AD in the area of falsification than did female students. Master's students confessed to greater involvement in (...) AD compared with the PhD students. Doctoral students were more judgmental with respect to unethical acts of fraudulence, plagiarism, and falsification. (shrink)

In little more than 30 years, China has recovered from the intellectual stagnation brought about by the Cultural Revolution to become a global leader in science and technology. Like other leading countries in science and technology, China has encountered some ethical problems related to the conduct of research. China's leaders have taken some steps to respond to these problems, such as developing ethics policies and establishing oversight committees. To keep moving forward, China needs to continue to take effective action to (...) promote research integrity. Some of the challenges China faces include additional policy development, promoting education in responsible conduct of research, protecting whistle‐blowers, and cultivating an ethical research environment. (shrink)

Micro-expressions, as fleeting facial expressions, are very important for judging people’s true emotions, thus can provide an essential behavioral clue for lie and dangerous demeanor detection. From embodied accounts of cognition, we derived a novel hypothesis that facial feedback from upper and lower facial regions has differential effects on micro-expression recognition. This hypothesis was tested and supported across three studies. Specifically, the results of Study 1 showed that people became better judges of intense micro-expressions with a duration of 450 ms (...) when the facial feedback from upper face was enhanced via a restricting gel. Additional results of Study 2 showed that the recognition accuracy of subtle micro-expressions was significantly impaired under all duration conditions (50 ms, 150 ms, 333 ms, and 450 ms) when facial feedback from lower face was enhanced. In addition, the results of Study 3 also revealed that blocking the facial feedback of lower face, significantly boosted the recognition accuracy of subtle and intense micro-expressions under all duration conditions (150 ms and 450 ms). Together, these results highlight the role of facial feedback in judging the subtle movements of micro-expressions. (shrink)

Using Reidenbach and Robin's Multidimensional Ethics Scale, this study investigated the relationships between background variables and students' ethical evaluations, judgments, and behavioral intentions using 3 scenarios involving dilemmas related to academic dishonesty. The sample included 436 master's students and 142 doctoral students. The study found that the participants used a combination of ethical philosophies to make ethical decisions. The respondents judged improper citations more harshly than acts of inappropriate authorship or the falsification of data. The doctoral students generally considered behaviors (...) related to plagiarism and falsification to be more unethical than the master's students did, though no gender differences were found. (shrink)

The impetus of this study is to gauge the nexus between economic policy uncertainty and financial innovation in Brazil, Russia, India, China, and South Africa nations for the period from 2004M1 to 2018M12. This study utilizes both the linear and non-linear autoregressive distributed lag models to evaluate the long-run and the short-run association between EPU and financial innovation; furthermore, the causal effects are investigated by following the non-Granger casualty framework. The results of long-run cointegration, i.e., the test statistics of modified (...) F-test, standard Wald test, and tBDM, reject the null hypothesis and establish the presence of the long-run association between EPU and financial innovation. Conversely, long-run asymmetry cointegration revealed the test statistics of FPSS, WPSS, and tBDM in non-linear estimation. Furthermore, both in the long run and short run, the Wald test results disclose asymmetric effects running from EPU to financial innovation. In regards to the asymmetric impact of EPU on financial innovation, this study documents that the positive and negative shocks in EPU are negatively linked with financial innovation in the long run but are insignificant for short-run effects. Besides, financial innovation measured by R&D investment exhibits a positive linkage with shocks in EPU, implying that uncertainty induces innovation in the economy. Referring to causality effects, this study divulges the feedback hypothesis, i.e., bidirectional causality prevails between EPU and financial innovation in all sample countries. (shrink)

Background: The work engagement of police officers pertains to social stability and security, as well as to the orderly operation of the political-economic environment. Although there are many studies on work engagement at present, few studies focus on the influencing factors of police officers’ work engagement. According to the job demands-resources model and the conservation of resources theory, organizational job resources (e.g., perceived organizational support) and personal resources (e.g., regulatory emotional self-efficacy) are important factors influencing work engagement. We assume a (...) moderated mediation model in which job satisfaction plays a mediating role in the relationship between perceived organizational support and work engagement, regulatory emotional self-efficacy moderates not only the relationship between perceived organizational support and job satisfaction but also the relationship between job satisfaction and work engagement. Objective and Method: This study explores the drivers of work engagement through perceived organizational support and regulatory emotional self-efficacy among Chinese police officers using a convenient sampling method to administer a questionnaire to 744 Chinese police officers. A mediated model is proposed to investigate the mediating role of job satisfaction and the regulating role of regulatory emotional self-efficacy. Results: Job satisfaction mediated a positive relationship between organizational support and work engagement, and the perceived organizational support-job satisfaction and the job satisfaction-work engagement relationships were positively moderated by regulatory emotional self-efficacy, such that these relationships were stronger at higher levels of regulatory emotional self-efficacy. These findings, have a practical significance for Chinese police officers’ work engagement advancement. (shrink)

本書以《兼容美學與音樂評論—哲學路徑、批評方法與實踐》為名，顧名思義，全書撰寫的精神乃是從興起於二十世紀末、繼續在二十一世紀深化發展的兼容美學思維出發，而最終將落實於音樂的實踐。期望這部歷經歲月蘊化過 程而誕生的美學專書，不但具現作者個人音樂思惟的縱橫阡陌，更能讓讀者在其中聽到時光中的樂音流瀉，看到生命的存在亮光。.

Every philosophical mode has a unique conceptual system. Qi has consistently been a fundamental part of ancient Chinese philosophy, and its significance is obvious. Guided by the idea of re-evaluating all values, Yan Fu, who was deeply influenced by Western philosophy and logic, used reverse analogical interpretation to present a new explanation of the traditional Chinese concept of qi. Qi thus evolved into basic physical particles. Yan’s philosophical effort has great significance: The logical ambiguity that had haunted qi was overcome. (...) However, qi gradually evolved into a particular existence as it was Westernized. It completely lost its internal flavor as indigenous Chinese philosophy. Its previous philosophical abstraction and universality diminished and at the same time it was not Westernized into the pure concept of Hegel’s philosophy. (shrink)

孟學與荀學作為兩種儒家心理的原型，而儒學又作為中國思想場域的大傳統，是以可說思想史脈絡中的孟荀論辯與交鋒，即為建構中國思想場域中人格特質的關鍵來源。亦即思想史上尊孟抑荀的現象，事實上便是孟學意識型態所 形塑之性善心理結構對於性惡陰影的潛抑現象。那是在孟學「四端」理論下所形塑儒家存有具有一不可見卻如四體般存在的「良知器官」之集體驅力。亦即在中國思想場域中的存有只能是「道德人」，而不存在西方基督宗教場域 中「生物人」脈絡下的自我認同與表述。而這樣的孟學心理結構已然成為具有集體性的無意識，驅動著存有的思維與行動，是以產生性善的權威、成聖的焦慮、他律的創傷與政治的昇華等現象。本書將通過孟荀而思，藉由荀學視 域涉入孟學意識型態形塑下之儒家心理結構，去反思、批判與重建存有的心理結構，進而作為思索當代華人乃至東亞儒學場域之人格特質的來源與基礎。.

Emotion is widely agreed to have two dimensions, valence and arousal. Few studies have explored the effect of emotion on conflict adaptation by considering both of these, which could have dissociate influence. The present study aimed to fill the gap as to whether emotional valence and arousal would exert dissociable influence on conflict adaptation. In the experiments, we included positive, neutral, and negative conditions, with comparable arousal between positive and negative conditions. Both positive and negative conditions have higher arousal than (...) neutral ones. In Experiment 1, by using a two-colour-word Flanker task, we found that conflict adaptation was enhanced in both positive and negative contexts compared to a neutral context. Furthermore, this effect still existed when controlling stimulus–response repetitions in Experiment 2, which used a four-colour-word Flanker task. The findings suggest emotional arousal enhances conflict adaptation, regardless of emotional valence. Thus, future studies should consider emotional arousal when studying the effect of emotion on conflict adaptation. Moreover, the unique role of the emotional context in conflict-driven cognitive control is emphasised. (shrink)

We develop a theory of necessity operators within a version of higher-order logic that is neutral about how fine-grained reality is. The theory is axiomatized in terms of the primitive of *being a necessity*, and we show how the central notions in the philosophy of modality can be recovered from it. Various questions are formulated and settled within the framework, including questions about the ordering of necessities under strength, the existence of broadest necessities satisfying various logical conditions, and questions about (...) their logical behaviour. We also wield the framework to probe the conditions under which a logicist account of necessities is possible, in which the theory is completely reducible to logic. (shrink)