The structure of the deep artificial neural network is similar to the structure of the biological neural network, which can be well applied to the 3D visual image recognition of aerobics movements. A lot of results have been achieved by applying deep neural networks to the 3D visual image recognition of aerobics movements, but there are still many problems to be overcome. After analyzing the expression characteristics of the convolutional neural network model for the three-dimensional visual image characteristics of aerobics, (...) this paper builds a convolutional neural network model. The model is improved on the basis of the traditional model and unifies the process of aerobics 3D visual image segmentation, target feature extraction, and target recognition. The convolutional neural network and the deep neural network based on autoencoder are designed and applied to aerobics action 3D visual image test set for recognition and comparison. We improve the accuracy of network recognition by adjusting the configuration parameters in the network model. The experimental results show that compared with other simple models, the model based on the improved AdaBoost algorithm can improve the final result significantly when the accuracy of each model is average. Therefore, the method can improve the recognition accuracy when multiple neural network models with general accuracy are obtained, thereby avoiding the complicated parameter adjustment process to obtain a single optimal network model. (shrink)

This study validated the school psychological capital scale in the Chinese context and examined the predictive effect of PsyCap resources on academic engagement and achievement emotions. Self-report data for PsyCap resources, student engagement, enjoyment, anxiety, and boredom toward English learning were collected from 1,000 sophomores. Item-level analyses and confirmatory factor analysis were used to verify the validity of the school PsyCap scale, and structural equation modeling was applied to reveal the predictive effect of school PsyCap resources on academic engagement and (...) achievement emotions. Results showed that the school PsyCap scale retained superior psychometric properties. Besides, PsyCap resources were demonstrated to have a positive relationship to academic engagement and enjoyment, and a negative relationship to anxiety and boredom. The effectiveness of the school PsyCap scale was verified among Chinese college students, and besides the traditional predictors, school PsyCap is also critically important for students’ academic engagement and achievement emotions. Limitations and implications are discussed. (shrink)

ABSTRACTDynamic changes in emotional expressions are a valuable source of information in social interactions. As the expressive behaviour of a person changes, the inferences drawn from the behaviour may also change. Here, we test the possibility that dynamic changes in emotional expressions affect person perception in terms of stable trait attributions. Across three experiments, we examined perceivers’ inferences about others’ personality traits from changing emotional expressions. Expressions changed from one emotion to another emotion, allowing us to disentangle potential primacy, recency, (...) and averaging effects. Drawing on three influential models of person perception, we examined perceptions of dominance and affiliation, competence and warmth, and dominance and trustworthiness. A strong recency effect was consistently found across all trait judgments, that is, the end emotion of dynamic expressions had a strong impact on t... (shrink)

Model predictive control technology can effectively reduce the bad effect caused by inaccurate data prediction in microgrid energy management problem. However, the use of MPC technology needs to dynamically select an optimal solution from the Pareto solution set to implement, which needs the participant of the decision-makers frequently. In order to reduce the burden on decision-makers, we designed a knee point-based evolutionary multiobjective optimization algorithm, termed KBEMO. Knee point is the solution on Pareto front with the maximum marginal utility, which (...) is considered as the preferred solution if there is no other preference. This algorithm focuses on obtaining the knee region and automatically outputs knee points after the optimization. By combining this algorithm with MPC technology, it can effectively reduce the amount of computational consumption and obtain better convergence. Experimental results show that this method is more competitive than the traditional single-objective MPC method. (shrink)

本书是作者的论文集,包括科技革命与两种社会制度的嬗变、全球化问题研究、“第三条道路”与社会福利制度改革三部分。附:新科技革命对两种社会制度的挑战——高放教授访谈录。.

Inspired by French scholar Marie-José Mondzain, this paper deals with the Holy Spirit and how the gift of the Spirit can provide for a different authority and economy. Xia also deals with the concept of icons and the Chinese concept of “face,” touching upon issues of identity and authority, and giving three Kantian “imperatives” for “spiritual” gift giving in the Chinese context.

Modem neo-Confucianism is studied at two levels, one is at the historical level and the other at the academic level. Modern neo-Confucianism at the historical level was developed in the modern context, but its basic content belongs to the traditional Confucianism or the study of Confucian classics. Modem neo-Confucianism at the academic level recognizes both the deficiencies of the traditional Confucianism and rationality of western learning, and dedicates itself to the modernization of Confucianism. Though Ma Yifu's moral philosophy is developed (...) in the context of modem Chinese culture, it fails to deal with the problem of modern transformation of Confucian ethical values and its content still belongs to the traditional Confucianism. So it should be labeled as the modern neo-Confucianism in the historical sense. In this paper, the author makes a systematic exploration and an evaluation of Ma Yifu's ethical thought. (shrink)

本书作者介绍了董仲舒“兴太学”、限制土地兼并、“薄赋税,省徭役,以宽民力”等一些政治主张,并对董仲舒的生平学行思想学说进行研究。.

This work has aimed to investigate the consumers’ green product purchase attitudes and behavioral intention during COVID-19 pandemic. Data was collected through a survey method of 503 consumers in Malaysia. Data were analyzed using the partial least square method. The findings revealed that fear of COVID-19 pandemic has a significant impact on green product behavioral intention. Green product literacy, green product orientation, and social influence have a significant influence on green product purchase attitudes. The results also indicated that consumers’ green (...) product purchase attitudes mediate the effect of green product literacy, green product orientation, and social influence on behavioral intention. The findings of this work will provide strategically relevant references to green marketers and retail managers in the understanding of consumers’ green product purchase attitudes and green product behavioral intention during the ongoing uncertainty of the COVID-19 pandemic. (shrink)

This essay is concerned with a topic that has been widely discussed in East Asia for decades – the relationship between Martin Heidegger’s thought and Daoism. At the centre of my reflections is a motif that appears in Heidegger’s 1945 “Evening Conversation: In a Prisoner of War Camp in Russia, between a Younger and an Older Man” – a “doing that is a letting”. Starting from this, I discuss Heidegger’s approach to the Daoist “thinking of the useless” expressed in his (...) Black Notebooks and other texts. In the development of Heidegger’s thought the “turning” marks an important juncture. I propose speaking of a second or transcultural turning, which begins around 1943. For this transformation in Heidegger’s thought, what has been of outstanding importance is his preoccupation with Daoist texts, and especially his reading of the classical texts Lǎozǐ and Zhuāngzǐ. This is evident in his numerous explicit or implicit references to the Daoist classics. In 1945, in a situation of extraordinary emergency, Heidegger refers to Zhuāngzǐ’s motif of uselessness and the “necessity of the unnecessary”. This can be seen as a personal escape from responsibility, but also, importantly, as a way out of his deep entanglement with National Socialism. Although the way Heidegger proposes is arguably twisted and disturbing, its value lies in its providing a necessary perspective from which to unfold the critical potential of transcultural philosophy. (shrink)

The advent of the intelligence age has injected new elements into the development of literature. The synergic modification of Anglo-American traumatic narrative literature by artificial intelligence technology and interactive design psychology will produce new possibilities in literary creation. First, by studying natural language processing technology, this study proposes a modification language model based on the double-layered recurrent neural network algorithm and constructs an intelligent language modification system based on the improved LM model. The results show that the performance of the (...) proposed model is excellent; only about 30% of the respondents like AAL literature; the lack of common cultural background, appreciation difficulties, and language barriers have become the main reasons for the decline of reading willingness of AAL literature. Finally, AI technology and ID psychology are used to modify a famous TN work respectively and synergically, and the modified work is appreciated by respondents to collect their comments. The results corroborate that 62% of the respondents like original articles, but their likability scores have decreased for individually modified work by AI or ID psychology. In comparison, under the synergic modification efforts of AI and ID psychology, the popularity of the modified work has increased slightly, with 65% of the respondents showing a likability to read. Therefore, it is concluded that literary modification by single ID psychology or AI technology will reduce the reading threshold by trading off the literary value of the original work. The core of literary creation depends on human intelligence, and AI might still not be able to generate high-standard literary works independently because human minds and thoughts cannot be controlled and predicted by machines. The research results provide new ideas and improvement directions for the field of AI-assisted writing. (shrink)

Hybrid renewable energy system arises regularly in real life. By optimizing the capacity and running status of the microgrid, HRES can decrease the running cost and improve the efficiency. Such an optimization problem is generally a constrained mixed-integer programming problem, which is usually solved by linear programming method. However, as more and more devices are added into MG, the mathematical model of HRES refers to nonlinear, in which the traditional method is incapable to solve. To address this issue, we first (...) proposed the mathematical model of an HRES. Then, a coevolutionary multiobjective optimization algorithm, termed CMOEA-c, is proposed to handle the nonlinear part and the constraints. By considering the constraints and the objective values simultaneously, CMOEA-c can easily jump out of the local optimal solution and obtain satisfactory results. Experimental results show that, compared to other state-of-the-art methods, the proposed algorithm is competitive in solving HRES problems. (shrink)

Infra-white : an impossible beginning -- Color and white, the blank canvas : the reverse reconstruction of non-dimension -- Remnant and white, color and blankness, qi and white -- Empty and white, empty-empty-substance-substance, the empty room filled with light -- The white layout of the 'Woodcutter fighting for the path' : the ethics of remnant yielding.

上帝不是被我們殺死了，上帝不是自身獻祭虛己了，上帝不是被銷蝕了，上帝不是自身回撤了，而是，上帝變得無用了。當卡夫卡寫出「只有彌賽亞變得無用時才會到來」的弔詭語句時，其實中國道家的思想已經潛入了喀巴拉神 秘主義的彌賽亞精神之中。 無用的神學如何？一個無用的上帝如何構成救贖的機會與條件？這是在後現代神學之後，中國莊子思想以道「無用之大用」的雙重逆覺與弔詭邏輯，面對現代性危機，在轉化自身自然性的同時，也轉化西方唯一神的彌賽亞性，讓 無用的自然與無用的彌賽亞重新相遇，並且相互轉化。 以莊子的無用之思重構一個在班雅明、海德格爾、德里達等人之間的跨文化對話：蕭勒姆的喀巴拉主義Zimzum回縮與剩餘種子，柏拉圖與德里達的虛位Chora，老莊道家的生命自然化靈府胚胎，當代幹細胞技術的可再 生性，通過「第五維度」的虛托邦來施行世界時間政治的深度綜合，以「餘讓」和「集讓」的原初倫理姿態，讓虛無破碎的世界得以整體性復原，「無用的神學」才得以可能。.

Mengzi dui yu ru jia si xiang he Zhonghua wen ming de gong xian ju gong zhi wei, xue xi ru jia si xiang, chuan cheng Zhonghua wen ming, yang cheng du li ping deng de ren ge, bu neng bu du"Mengzi". "Mengzi" shi yi bu zheng zhi shu ji, jiang de shi wei jun zhi dao. Yi ci wei xian suo, ben shu zai shu li Mengzi qi ren de ji chu shang, zhuo zhong cong xing shan lun, ren (...) zheng lun he ren ge lun san ge fang mian chan shu liao Mengzi de si xiang ti xi. (shrink)