Recurrent neural network has been widely applied to many sequential tagging tasks such as natural language process and time series analysis, and it has been proved that RNN works well in those areas. In this paper, we propose using RNN with long short-term memory units for server load and performance prediction. Classical methods for performance prediction focus on building relation between performance and time domain, which makes a lot of unrealistic hypotheses. Our model is built based on events, which is (...) the root cause of server performance. We predict the performance of the servers using RNN-LSTM by analyzing the log of servers in data center which contains user’s access sequence. Previous work for workload prediction could not generate detailed simulated workload, which is useful in testing the working condition of servers. Our method provides a new way to reproduce user request sequence to solve this problem by using RNN-LSTM. Experiment result shows that our models get a good performance in generating load and predicting performance on the data set which has been logged in online service. We did experiments with nginx web server and mysql database server, and our methods can been easily applied to other servers in data center. (shrink)

Before expressing opinions, most people usually consider the standpoint of their friends nearby to avoid being isolated, which may lead to the herding effect. The words of celebrities in social networks usually attract public attention and affect the opinion evolution in the entire network. This process also causes the similar status quo. In this study, we find that the key figures play the guiding roles in public opinions who undertake the group pressure from information amount. Therefore, we build the cost (...) function on opinion changes to study opinion evolution rules for public persons based on the spreading scope of information and information amount. Simulation analysis reveals that the information amount held by agents will affect the converging speed of public opinions, while enhancing the ability of key nodes may no more effective in guiding public opinion. (shrink)

本书以律师法制建设为主题,围绕律师角色定位、辩护律师权利、律师执业道德与责任这一主旨,收录了40多篇论文,包括“控辩和谐论”、“论辩护权的存在根据”、“论律师对法庭的真实义务”等文章。.

We propose the Selfish Goal model, which holds that a person's behavior is driven by psychological processes called goals that guide his or her behavior, at times in contradictory directions. Goals can operate both consciously and unconsciously, and when activated they can trigger downstream effects on a person's information processing and behavioral possibilities that promote only the attainment of goal end-states (and not necessarily the overall interests of the individual). Hence, goals influence a person as if the goals themselves were (...) selfish and interested only in their own completion. We argue that there is an evolutionary basis to believe that conscious goals evolved from unconscious and selfish forms of pursuit. This theoretical framework predicts the existence of unconscious goal processes capable of guiding behavior in the absence of conscious awareness and control (theautomaticity principle), the ability of the most motivating or active goal to constrain a person's information processing and behavior toward successful completion of that goal (thereconfiguration principle), structural similarities between conscious and unconscious goal pursuit (thesimilarity principle), and goal influences that produce apparent inconsistencies or counterintuitive behaviors in a person's behavior extended over time (theinconsistency principle). Thus, we argue that a person's behaviors are indirectly selected at the goal level but expressed (and comprehended) at the individual level. (shrink)

An improved image enhancement approach via nonsubsampled contourlet transform is proposed in this article. We constructed a geometric image transform by combining nonsubsampled directional filter banks and a nonlinear mapping function. Here, the NSCT of the input image is first decomposed for L-levels and its noise standard deviation is estimated. It is followed by calculating the noise variance and threshold calculation, and computing the magnitude of the corresponding coefficients in all directional subbands. Then, the nonlinear mapping function is used to (...) modify the NSCT coefficients for each directional subband, which keeps the coefficients of strong edges, amplifies the coefficients of weak edges, and zeros the noise coefficients. Finally, the enhanced image is reconstructed from the modified NSCT coefficients. Three experiments are carried out respectively on images from subjective vision quality and objective evaluation measures. The first experiment is the algorithm performed on images. The subsequent experiments are the information entropy and spatial frequency. The experimental results demonstrate that the proposed method can gain better performance in enhancing the low-contrast parts of an image while keeping its clear edges. (shrink)

本书从市场失败出发,越出经济学的范畴,以超越现代性的视角,重新评估并构建了经济伦理学。阐明了道德失败同市场与政府失败构成广义经济学的三大失败,美德机制和良知具有超越一般价值取向和规范的意义。.

Growth mindset refers to our core belief that our talents can be developed through practice, which may influence our thoughts and behaviors. Growth mindset has been studied in a variety of fields, including education, sports, and management. However, few studies have explored whether differences in individuals’ growth mindsets influence college students’ self-reported mental health. Using the Growth Mindset Scale, Adolescent Self-rating Life Events Checklist, and SCL-90 Scale, data was collected from 2,505 freshmen in a University in China. Findings revealed that (...) the students within the growth mindset group scored significantly lower on “mental health issues” and “stress due to life events” than the students in the fixed mindset group. Our findings suggest that individuals with a growth mindset are less prone to mental health problems than individuals with a fixed mindset. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Found in Translation: “New People” in Twentieth-Century Chinese Science Fiction by Jing JiangYingying HuangJing Jiang. Found in Translation: “New People” in Twentieth-Century Chinese Science Fiction. New York: Columbia University Press, 2021. 144 pp. Paperback, ISBN 9780924304941.One of the Association of Asian Studies’ Asia Shorts series, Jing Jiang’s monograph is a delightful 130-page read including notes and a bibliography. It contributes new and cross-cultural perspectives to the Chinese SF (...) scholarship that has recently been invigorated by a plethora of translations into English, animated discussions at conference panels and themed lectures, and book-length studies such as Nathaniel Isaacson’s Celestial Empire: The Emergence of Chinese Science Fiction (2017), which focuses on China’s early twentieth century, and Hua Li’s Chinese Science Fiction during the Post-Mao Cultural Thaw (2021), which deals with works published between 1978 and 1981, to name just a couple. Jiang’s book covers both periods and the time in between with a purpose to investigate “how Chinese science fiction participates and intervenes in Chinese conceptualizations of the modern at critical junctures over the last century” (1), which Jiang achieves through comparative readings of texts brought into dialogue via translation. A shared theme of the texts studied is, as the book title suggests, the creation of a “new people,” either through edification or high-tech means such as bioengineering. Therefore, the interventions by science fiction that this study is concerned with are chiefly in debates about modern citizenry, subjectivity, and humanity in China’s twentieth century, when science fiction enjoyed its first two “booms.”This book has an introduction, four chapters, and an epilogue. The introduction offers a brief history of Chinese science fiction and announces the author’s intention to “situate Chinese science fiction within a dynamic model of world literature” (2). Jiang makes two crucial points: first, Chinese science fiction is a product of translation and transculturation, which [End Page 591] requires an intertextual and comparative study; second, contrary to its designation as a popular genre in the West, science fiction in China has been a form of elite literature and even a part of statist thinking. While this introduction may seem a bit long for a short book with “conciseness” as one of its marketing guidelines—the account of Lu Xun’s early life and turn to literature, for example, may be a little too elaborate for its purpose (10–12)—it lays a solid foundation for discussions about science fiction’s translingual dimensions and role in China’s nation-building discourse to develop through the chapters.The expansive first chapter, “Medicine for the Mind, Panacea for the Nation: How Did the Stories of Science and Fiction Become One?” is yet another historical survey, occasionally repeating points from the introduction, but this time of the background, genesis, and early growth of science fiction in China from the mid-nineteenth to the early twentieth century (i.e., the late Qing dynasty [1644–1911] and early Republican era [1912–49]). Jiang gives a detailed account of occurrences deemed important to the rise and confluence of fiction and science within China’s nation-building discourse, including literati intellectuals’ promotion of “new fiction” and the dissemination of scientific knowledge, highlighting the roles played by central figures like Liang Qichao, Lu Xun, and John Fryer. Jiang makes the illuminating observation that Fryer’s stipulation of a “new novel” for a fiction contest he organized in Shanghai in 1895 foreshadowed China’s literary realism and the vernacular movement (30), and her remarks about translation, Chinese science fiction’s inherent hybridity, and its mission to cure the nation well echo the book’s central argument about the genre’s interventions.A shorter chapter follows, entitled “Scientifically Formed or Reformed: Bioengineering and Other Fantasies about a New Species of National Subjects,” which examines early science fiction stories about manufacturing humanity and argues that these texts “gave rise to a literary vision that believed literally in the malleability or programmability of the soul” (39). During the first boom of Chinese science fiction in the 1900s, translations of and sequels to Western stories showcase the debate about science’s power of shaping the soul... (shrink)

The issue of how to identify the liability of subjects after a traffic accident takes place remains a puzzle regarding the SAE classification system. The SAE system is not good at dealing with the problem of responsibility evaluation; therefore, building a new classification system for self-driving cars from the perspective of the subject's liability is a possible way to solve this problem. This new system divides automated driving into three levels: i) assisted driving based on the will of drivers, ii) (...) automated driving based on the will of the manufacturers, and iii) fully automated driving based on social will. The corresponding responsible subjects for level one, level two, and level three are the drivers, the manufacturers, and society, respectively. (shrink)

This paper approaches Husserl’s analysis of time-consciousness from a mereological perspective. Taking as inspiration Bergson’s idea that pure durée is a multiplicity of interpenetration, I will show, from within Husserlian phenomenology, that the absolute flow can indeed be described as a whole of interpenetrating parts. This mereological perspective will inform my re-consideration of the much-discussed issue of Husserl’s self-criticism concerning the schema of content and apprehension. It will also reveal a fundamental similarity between Husserl’s conception of the absolute flow and (...) Sartre’s conception of lived temporality. This paper consists of four sections. Section 2 presents the basic elements of Husserl’s mereology. Section 3 introduces the difficulty encountered by Husserl’s early account of time that makes use of the schema. I will examine Barry Dainton’s criticism of Husserl’s theory of time-consciousness against the background of the older debate between Meinong and Stern, a debate that has informed Husserl’s own account. Section 4 distinguishes two common criticisms of the schema from Husserl’s own self-criticism, which is in turn divided into two steps. It is shown how the second step of this self-criticism implies the interpenetration of the absolute flow and responds to Dainton’s criticism. Finally, Sect. 5 concludes with some comparative remarks. I will show how Husserl’s notion of absolute flow, as mereologically interpreted, anticipates Sartre’s conception of consciousness as self-transcendence, as well as how it accommodates the apparently conflicting mereological intuitions of Aristotle and Bergson. (shrink)

This is a premature baby. I have decided to submit this rather immature essay to the circle of scholarship mainly because of two considerations, each of which, I must admit, carries with it some deeper concerns.

In "Cultural Variation and Cultural Creation in Chinese Biographical Writing and Carnegie's Work" Weidong Zhou discusses the impact on Chinese biographical writing via biographies written in Chinese and translated from English about Andrew Carnegie's life and work. The interpretation of Carnegie's philanthropy includes Chinese traditional cultural concepts such as "righteousness," "cause and effect," and "self-cultivation" which constitute the unique understanding of "philanthropy" in modern Chinese literature. From a "moral model" to "successful person" the overall images following Carnegie can reflect (...) the processes of acceptance of Western "individualism." Zhu argues that Carnegie's example was shaped as a "Youth Idol" in the May Fourth Movement from which the unique route of modernization in Chinese literature and culture can be traced. (shrink)

_A wide ranging consideration of the work of contemporary ethicist David Wong._.

教育部人文社会科学重点研究基地基金资助全国高校人文社科重点研究基地清华大学高校德育研究中心重大课题项目.

本书以中国共产党八十五年历程中所发生的重大事件为纲,以具体的思想道德建设的理论与实践为目,介绍了中国共产党思想道德建设的理论与实践历程。.

Although emerging evidence has implicated structural/functional abnormalities of patients with Autism Spectrum Disorder, definitive neuroimaging markers remain obscured due to inconsistent or incompatible findings, especially for structural imaging. Furthermore, brain differences defined by statistical analysis are difficult to implement individual prediction. The present study has employed the machine learning techniques under the unified framework in neuroimaging to identify the neuroimaging markers of patients with ASD and distinguish them from typically developing controls. To enhance the interpretability of the machine learning model, (...) the study has processed three levels of assessments including model-level assessment, feature-level assessment, and biology-level assessment. According to these three levels assessment, the study has identified neuroimaging markers of ASD including the opercular part of bilateral inferior frontal gyrus, the orbital part of right inferior frontal gyrus, right rolandic operculum, right olfactory cortex, right gyrus rectus, right insula, left inferior parietal gyrus, bilateral supramarginal gyrus, bilateral angular gyrus, bilateral superior temporal gyrus, bilateral middle temporal gyrus, and left inferior temporal gyrus. In addition, negative correlations between the communication skill score in the Autism Diagnostic Observation Schedule and regional gray matter volume in the gyrus rectus, left middle temporal gyrus, and inferior temporal gyrus have been detected. A significant negative correlation has been found between the communication skill score in ADOS_G and the orbital part of the left inferior frontal gyrus. A negative correlation between verbal skill score and right angular gyrus and a significant negative correlation between non-verbal communication skill and right angular gyrus have been found. These findings in the study have suggested the GM alteration of ASD and correlated with the clinical severity of ASD disease symptoms. The interpretable machine learning framework gives sight to the pathophysiological mechanism of ASD but can also be extended to other diseases. (shrink)

The nuclear export of mRNA through the nuclear pore complex (NPC) is a process required for the healthy functioning of human cells, making it a critical area of research. However, the geometries of mRNA and the NPC are well below the diffraction limit of light microscopy, thereby presenting significant challenges in evaluating the discrete interactions and dynamics involved in mRNA nuclear export through the native NPC. Recent advances in biotechnology and single‐molecule super‐resolution light microscopy have enabled researchers to gain granular (...) insight into the specific contributions made by discrete nucleoporins in the nuclear basket of the NPC to the export of mRNA. Specifically, by expanding upon the docking step facilitated by the protein TPR in the nuclear basket as well as identifying NUP153 as being the primary nuclear basket protein initiating export through the central channel of the NPC. (shrink)

In this article, I analyze the evolution of Husserl's view on the normativity of logic and the corresponding changes in his phenomenological analysis of judgment. Initially, in the Prolegomena, Husserl claimed that the laws of pure logic are ideal and acquire normative status only as a result of application. Later, however, he revised this position and claimed that the same laws are at once ideal and normative. Sections 1 and 2 present textual evidence for attributing such a change of position (...) to Husserl, which is not generally acknowledged in the literature. Section 3 critically examines Husserl's early position, with specific attention to the model of instantiation. Sections 4–6 identify three key stages in the development of Husserl's theory of judgment that lead to the normative conception of pure logic: (1) the critique of the dissociation of ideal content and assertive force; (2) the rejection of the instantiation model of proposition and the development of a new account in terms of identification; (3) the genetic‐phenomenological interpretation of proposition and the elaboration of the three‐layer structure of pure logic. (shrink)

As the world has turned into a global village, it has created many challenges for human resource departments regarding the management of a diverse workforce in satisfying the employees and creating a diverse yet safe environment for them that does not make them uncomfortable. The current study has investigated the effect of human resource practices on the diversity climate with the mediation of job satisfaction. The data has been collected from human resource personnel of multinationals in China with the help (...) of 316 participants. The study deployed SEM analysis to analyze and measure the effect of training and development along with performance appraisal on the diversity climate. The findings of the study revealed that training and growth or development do not have an impact on the diversity climate, however, performance appraisal has a strong positive impact. Similarly, the mediating role of job satisfaction has been found to ensure the relationship of training and development and performance appraisal with the diversity climate. This study has provided certain implications for the HR managers of multinationals to ensure a secure diversity climate for a diverse workforce. (shrink)

Compared with another founder of philosophical anthropology Max Scheler, Plessner is desolated by Chinese academe. His works have not been translated into Chinese systematically, and there are few articles about his life and thoughts. The reasons for this are complicated, but the most important point of these is that Plessner has paid most of his attention to the German problems. However, Plessner’s thought, especially his critique of social radicalism, enlightens us a lot. Plessner’s critique of modernity stimulates us to think (...) about the controversy which broke out between New Left-wingers and Liberalists in the late 20th century and to discern the common ground between the two parties: Radicalism. (shrink)

“Fadheit”, im Sinne des französischen Philosophen und Sinologen Françios Jullien, bedeutet nicht Langeweile, Geschmacklosigkeit oder Indifferentismus, sondern stellt einen grundlegenden Wert der chinesischen Kultur dar. Sie beruht auf Harmonie und enthält als das Ursprüngliche – wie das Wasser, “das später als gebräuchliche Referenz der Fadheit dienen wird”Françios Jullien, Über das Fade – eine Eloge zu Denken und Ästhetik in China. Berlin: Merve Verlag 1999, S. 65. – alle Geschmäcke als Möglichkeiten und verbindet sie untereinander. Von Jullien als das Lebensideal der (...) Chinesen bzw. der chinesischen Intellektuellen angesehen, besagt “Fadheit” eine Lebenshaltung, die dem Gesetz des Neutralen folgt. (shrink)

The main purpose of this essay is not to give a full-scale and systematic exploration of the historical process concerning the acceptance of Habermas' works in the Chinese-spoken world but to examine the historical effect of Habermas in the Chinese-spoken context and try to find a proper way to establish a good relationship between Habermas and the Chinese-spoken world by discussing the introduction, study, and application of Habermas' most famous work, The Structural Transformation of the Public Sphere, by Chinese scholars (...) in recent years. (shrink)

The basic aim of this research study is to describe the Applications of the fusion of aesthetic philosophy and practical philosophy in film and television music production. This research study depends upon primary data analysis for measuring the research study to generate different questions related to the aesthetic philosophy and practical philosophy to determine the research study used smart PLS and run different results related to the variables. Modern philosophy of art includes the philosophy of film as a well-established subfield. (...) Although philosophers were among the first academics to write studies of the new art form in the early decades of the twentieth century, the area did not enjoy considerable development until the 1980s, when a resurgence began. The rapid expansion of this sector can be attributed to a wide variety of factors. Let it be enough to state that the evolution of philosophy as a discipline and the growing importance of cinema in popular culture has made it crucial for philosophers to view the film as an art form on par with literature, music, and the visual arts. The overall research study found that there are negative and some positive relations between aesthetic philosophy and practical philosophy in music production. The result found that significant relationship between aesthetic philosophy and practical philosophy in film and television. (shrink)

If philosophical moral reflection tends to promote moral behavior, one might think that professional ethicists would behave morally better than do socially comparable non-ethicists. We examined three types of courteous and discourteous behavior at American Philosophical Association conferences: talking audibly while the speaker is talking (versus remaining silent), allowing the door to slam shut while entering or exiting mid-session (versus attempting to close the door quietly), and leaving behind clutter at the end of a session (versus leaving one's seat tidy). (...) By these three measures, audiences in ethics sessions did not appear to behave any more courteously than did audiences in non-ethics sessions. However, audiences in environmental ethics sessions did appear to leave behind less trash. (shrink)

ZusammenfassungIn diesem Aufsatz vertrete ich die These, dass Poppers Konversion zum naiven Realismus seine eigene Theorie der Falsifikation aushöhlt. Tarskis Definition der Wahrheit ist eine semantische; wir dürfen sie nicht so interpretieren, als ob sie uns ein erkenntnistheoretisches Kriterium fur die Wahrheit lieferte. Poppers Wahrheitsbegriff hat keine semantische Funktion und bietet uns kein brauchbares Kriterium für die Beurteilung von Theorien. Seine Einführung markiert meines Erachtens nur einen Rückzug in die Metaphysik.SummaryIn this paper I have tried to show that Popper's conversion (...) to naive realism undermines his own idea of falsification. Tarski's definition of truth is a semantical notion and therefore should not be interpreted as having something to do with the epistemological question regarding the criteria of truth. Since Poppers notion of truth has no semantical function and does not provide us with a criterion for judging the truth of theories, I think it fosters a retreat into metaphysics.RésuméJ'ai essayé de montrer, dans cet article, que la conversion de Popper au réalisme naïf vide de sa substance sa propre théorie de la falsification. La définition tarskienne de la vérité est une définition sémantique; on ne peut pas ľinterpréter comme fournissant un critère épistémologique de vérité Le concept de vérité de Popper n'a pas de fonction sémantique et n'apporte pas de critère utilisable pour juger les théories. Son introduction ne représente, à mon avis, qu'une régression vers la métaphysique. (shrink)

SummaryInstead of telling us why one should or should not derive an ‘ought’ from an ‘is’, most philosophers try to see whether this can or cannot be done. Since there are no clearly stated rules of inference for the ordinary language, the is‐ought dichotomy is re‐examined within the context of the deontic logic. This paper shows that rules like ‐AB ÓOB enables us to adopt the theorems of the propositional logic normatively, because logical standards for exactness, truth, completeness, etc. are (...) all values and conventions accepted by the deontic logicians right from the beginning.RésuméLa plupart des philosophes reste attachée à une manière incorrecte de poser la question de la dichotomie entre ce qui est et ce qui devrait être. Au lieu de se demander, avec Hume, si nous avons de bonnes raisons ?on;autoriser ou ?on;interdire des raisonnements qui concluent de ľêtre au devoir être, des philosophes tels que Searle se demandent si de tels raisonnements sont possibles dans une langue naturelle. Comme, dans une telle langue, nous n'avons pas de règie univoque pour la déduction logique, j'examine la règie de la logique déontique AB OAOB selon la formalisation de Azizah al‐Hibri. Je montre que la règie ne viole pas du tout ľinterdiction de conclure ?on;énonces de faits à des énoncés normatifs. Car dans la logique déontique, les règies et les théorèmes de la logique des propositions sont utilisés dans un sens normatif.ZusammenfassungIn bezug auf die ‘Sein‐Sollen‐Dichotomie’ scheinen die meisten Philosophen bis jetzt auf einer falschen Fragestellung zu beharren. Anstatt wie Hume zu fragen, ob wir gute Gründe haben, Schlüsse von Sein und Sollen zuzulassen oder zu verbieten, versuchen Philosophen wie etwa Searle festzustellen, ob wir dies im Rahmen der natürlichen Sprache tun konnen. Da wir in der natürlichen Sprache keine eindeutige Regel für logische Schlüsse haben, wird die Regel der deontischen Logik nach der Formalisierung von Azizah al‐Hibri untersucht. Es wird gezeigt, dass die Regel keineswegs das Verbot, von 1st‐Sätzen auf Soll‐Sätze zu schliessen, verletzt. Denn in der deontischen Logik werden die Regeln und Theoreme der Satzlogik in einem norrnativen Sinn gebraucht. (shrink)