Nonintrusive load monitoring in smart microgrids aims to obtain the energy consumption of individual appliances from the aggregated energy data, which is generally confronted with the error identification of the load type for energy disaggregation in microgrid energy management system. This paper proposes a classification strategy for the nonintrusive load identification scheme based on the bilateral long-term and short-term memory network algorithm. The sliding window algorithm is used to extract the detected load event features and obtain the load features of (...) data samples. In order to accurately identify these load features, the steady state information is combined as the input of the Bi-LSTM model during training. Comprising long-term and short-term memory network and recurrent neural network, Bi-LSTM has the advantages of stronger recognition ability. Finally, precision, recall, accuracy, and F1 values are used as the evaluation method for nonintrusive load identification. The experimental results show the accuracy of the Bi-LSTM identification method for load start and stop state feature matching; moreover, the method can identify relatively low-power and multistate appliances. (shrink)

Entrepreneurship is a sustainable development tool that supports the alleviation of poverty and unemployment. Focusing on the promotion of entrepreneurial intention under the background of entrepreneurship education, this study used a structural equation model to examine the role of entrepreneurship policy, entrepreneurial practice, and entrepreneurial spirit on the EI of 384 college students from 22 universities in Guangdong Province. The test results show that there are significant positive correlations between EPo and EI; EPo and EPr; EPo and ES; and EPr (...) and EI. They also support the hypothesis that EPr enhances the positive effect that EPo has on EI. This study puts forth measures to improve EI and makes contributions to future research on EE. (shrink)

This paper considers the connection between automaticity, control and agency. Indeed, recent philosophical and psychological works play up the incompatibility of automaticity and agency. Specifically, there is a threat of automaticity, for automaticity eliminates agency. Such conclusions stem from a tension between two thoughts: that automaticity pervades agency and yet automaticity rules out control. I provide an analysis of the notions of automaticity and control that maintains a simple connection: automaticity entails the absence of control. An appropriate analysis, however, shows (...) that actions are forms of control and pervasively automatic even if automaticity implies the absence of control. Consequences are drawn for the theory of mental agency and the psychological concepts of automaticity and control. (shrink)

This article provides a detailed overview of the neuroscience of consciousness.

In this book, Xin Conan-Wu presents a radically revisionist analysis on Zhu Xi’s (1130–1200) Neo-Confucian philosophy of education. She argues that landscape and poems in twelfth-century academies bespeak his natural pedagogy and reveal unsuspected contributions to Chinese cultural sensibility by this emblematic figure of a stultifying orthodoxy.

本书收《祖坟——叛逆与创作》、《绍兴闲话》、《寰宇觅知音》、《油画的联想》、《漓江》等百余篇文章。.

Executive control of attention refers to processes that detect and resolve conflict among competing thoughts and actions. Despite the high-level nature of this faculty, the role of awareness in executive control of attention is not well understood. In this study, we used interocular suppression to mask the flankers in an arrow flanker task, in which the flankers and the target arrow were presented simultaneously in order to elicit executive control of attention. Participants were unable to detect the flanker arrows or (...) to reliably identify their direction when masked. There was a typical conflict effect (prolonged reaction time and increased error rate under flanker-target incongruent condition compared to congruent condition) when the flanker arrows were unmasked, while the conflict effect was absent when the flanker arrows were masked with interocular suppression. These results suggest that blocking awareness of competing stimuli with interocular suppression prevents the involvement of executive control of attention. (shrink)

Road link speed is one of the important indicators for traffic states. In order to incorporate the spatiotemporal dynamics and correlation characteristics of road links into speed prediction, this paper proposes a method based on LDA and GCN. First, we construct a trajectory dataset from map-matched GPS location data of taxis. Then, we use the LDA algorithm to extract the semantic function vectors of urban zones and quantify the spatial dynamic characteristics of road links based on taxi trajectories. Finally, we (...) add semantic function vectors to the dataset and train a graph convolutional network to learn the spatial and temporal dependencies of road links. The learned model is used to predict the future speed of road links. The proposed method is compared with six baseline models on the same dataset generated by GPS equipped on taxis in Shenzhen, China, and the results show that our method has better prediction performance when semantic zoning information is added. Both composite and single-valued semantic zoning information can improve the performance of graph convolutional networks by 6.46% and 8.35%, respectively, while the baseline machine learning models work only for single-valued semantic zoning information on the experimental dataset. (shrink)

This article compares the use of Romantic metaphor with the Chinese literary device xiang 象 (which I translate as “thing-metaphor”) in regard to how they embody different metaphysical relations between humans and things. Whereas Romantic metaphor transports a physical thing to the immaterial realm of imagination, xiang is a literary device in which the material qualities of the thing, while creatively interpreted to generate human meaning, retain ontologically a strong physical presence. Xiang therefore epitomizes a theory of creation that challenges (...) the Western dualistic paradigm: that the poet creates not virtual copies of the thing, but meanings of the thing, and therefore our relationships with things. The article concludes with Heidegger’s discourses on metaphor to suggest that my discussion of thing-metaphor has universal applicability. (shrink)

De-anthropocentrism is the leitmotif of philosophy in the twenty-first century, encouraging diverse and competing thoughts as to how this goal may be achieved. This article argues that the method by which we may achieve de-anthropocentrism is ethical rather than metaphysical – it must involve a creation of the self, rather than an interpretation of the given human conditions. Through engagements with the thought of Nietzsche, Levinas, and Foucault, and a close reading of Baudelaire’s poem “La Beauté,” I will illustrate three (...) ethical commitments essential to de-anthropocentrism: to abandon the claim to knowledge associated with human reason, to remain in perpetual quest of an object, and to transgress the given perceptual structure through aesthetic experience. In contrast to Kantian philosophy built upon universal human reason, art is the ethical arena where each artist creates their own way to relate to the object, while de-anthropocentrism occurs – this article argues – when the artist includes the self as the field of creation. Object-Oriented Ontology in my assessment is the only branch of philosophy that truly achieves de-anthropocentrism. (shrink)

EDITOR’S ABSTRACTThis article argues that Shang Yang’s philosophy of law was not only a means to enrich the state and strengthen its army, but also envisioned the orderly rule of all All-under-Heaven. Through a fair, universal, and reliable use of rewards, punishments, and also teaching, this vision of laws could ultimately lead to the promotion of moral values, popular consensus, and people’s self-governance. While the authors admit that in Shang Yang’s own historical context, law was no more than a tool (...) used by the ruler to suppress his people, potentially his ideas could contribute to a future Chinese society fully ruled by law and morality, and inspired by the rule of law. (shrink)

本书分别论述了理学开创者周敦颐的濂溪学、邵雍的象数学、张载的关学、程颢、程颐的洛学、朱熹的闽学、陆九渊的心学、王守仁的阳明学及王夫之对中国理学和各种虚妄邪说的批判等。.

本书以专题的形式对哲学的一些基本理论、基本知识作了既有一定理论深度又有比较通俗易懂的阐述.

In defense of anti-essentialism, pragmatist Richard Rorty holds that we may think of all objects as if they were numbers. I find that Rorty’s metaphysics hinges on two rather weak arguments against the essences of numbers. In contrast, Plato’s metaphysics offers a plausible definition of essentiality by which numbers do have essential properties. Further, I argue that Rorty’s argumentative mistake is mischaracterizing Plato’s definition. I conclude that Plato’s definition of “essential” is a robust one which implies that many properties, beyond (...) those we might intuitively think of, can count as essential properties of objects. (shrink)

abstract Mou Zongsan used to say that in Western philosophy there exist three different traditions. The first is the tradition of Plato and Aristoteles, the second is the tradition of Kant and Hegel, and the last is the tradition of Leibniz and Russell. I am afraid, however, that this kind of interpretation is already outdated and incapable of encompassing the rich variegations of Western philosophy as a whole. In my view, the various options would have been exhausted by supplementing the (...) preceding list with the tradition founded by Husserl and Heidegger and the one set up by Whitehead. All of these traditions together encapsulate the most important domains of philosophy, such as ontology, epistemology, and axiology. In this article I closely investigate the epistemological thought of Bertrand Russell in order to find out whether it contains any aspects from which we can borrow and learn. (shrink)

Résumé: Les pensées de Marx sur l’histoire du monde est un élément essentiel du matérialisme historique qui se concentre sur les caractéristiques de l’époque. Elle unifie la théorie et la pratique et s’empare correctement de la situation de l’existence humaine et du développement historique. L’approfondissement de la mondialisation a rendu l’environnement du développement mondial plus complexe et a conduit à l’intensification des contradictions sociales. Afin de comprendre en profondeur la loi du développement de l’histoire du monde et de mieux faire (...) face aux problèmes et aux défis posés par la mondialisation, cet article a étudié efficacement la méthodologie de Marx sur les pensées de l’histoire du monde (PHM). Après une analyse approfondie du contenu fondamental, des enjeux principales et des caractéristiques idéologiques des PHM, cet article explore leurs principes méthodologiques et leurs significations. Il accorde une attention particulière à la révélation pratique de la méthodologie des PHM de Marx du point de vue du développement et de la coopération avec l’étranger, du niveau scientifique et technologique, et du choix de la voie de développement. Dans le processus de développement naturel de la réponse à la mondialisation, suivre fermement sa voie de développement joue un rôle et une valeur importants dans le renforcement du développement et de la coopération avec l’étranger, l’avancement des capacités technologiques et l’adoption d’une approche dialectique à l’égard du développement de la mondialisation. (shrink)

Ample manpower and material were mobilized for research on Liuhsia Chih in 1974. A thorough investigation of the life of a very famous leader of the working people's uprising and a clarification of erroneous historical legends about him are important for studies of history. Undoubtedly, a correct understanding of this historical character's features and propaganda about his revolutionary deeds will be conducive to the cause of socialism in our country. It is regrettable that some widely publicized works in 1974 were (...) rather inferior in quality and had unfavorable effects because their authors accepted the guidance of erroneous political thought and because the academic atmosphere was somewhat foul. As a result, people became confused. All this was caused by the control, interference and destruction of the "gang of four.". (shrink)

Ever since Charles Goodwin’s seminal works on gaze, there has been a long-standing interest in Conversation Analysis in the interrelationship between talk and bodily conduct in the accomplishment of social action. Recently, a small but emerging body of research has explored the ways in which embodied conduct figures in the organization and operations of repair. In this article, I take up a similar theme and investigate the interaction between talk and iconic gestures in same-turn self-initiated repair in Mandarin conversation. The (...) phenomenon I examine concerns the use of what I call “gestural repair.” The analysis focuses on how such repair can intertwine with talk in multi-stage operations in the progressivity and resolution of repair. The data are drawn from 50 hours of naturally-occurring conversations collected in China. Some unique features of such gestural repair observed in the Mandarin data are also discussed. (shrink)