Sequential recommendation algorithm can predict the next action of a user by modeling the user’s interaction sequence with an item. However, most sequential recommendation models only consider the absolute positions of items in the sequence, ignoring the time interval information between items, and cannot effectively mine user preference changes. In addition, existing models perform poorly on sparse data sets, which make a poor prediction effect for short sequences. To address the above problems, an improved sequential recommendation algorithm based on short-sequence (...) enhancement and temporal self-attention mechanism is proposed in this paper. In the proposed algorithm, a backward prediction model is trained first, to predict the prior items in the user sequence. Then, the reverse prediction model is used to generate a batch of pseudo-historical items before the initial items of the short sequence, to achieve the goal of enhancing the short sequence. Finally, the absolute position information and time interval information of the user sequence are modeled, and a time-aware self-attention model is adopted to predict the user’s next action and generate a recommendation list. Various experiments are conducted on two public data sets. The experimental results show that the method proposed in this paper has excellent performance on both dense and sparse data sets, and its effect is better than that of the state of the art. (shrink)

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)

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)

The asymmetric distribution of lipids, maintained by flippases/floppases and scramblases, plays a pivotal role in various physiologic processes. Scramblases are proteins that move phospholipids between the leaflets of the lipid bilayer of the cellular membrane in an energy‐independent manner. Recent studies have indicated that viral infection is closely related to cellular lipid distribution. The level and distribution of phosphatidylserine (PtdSer) in cells have been demonstrated to be critical regulators of viral infections. Previous studies have supported that the infection of human (...) immunodeficiency virus (HIV), Zika virus, Ebola virus (EBOV), influenza virus, and dengue fever virus require the externalization of phospholipids mediated by scramblases, which are also involved in the pathogenicity of the pandemic severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2). In this review, we review the relationship of scramblases with viruses and the potential viral effector proteins that might utilize host scramblases. (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)

《汤用彤全集》收集了我们可以找到的已刊和未刊用彤先生的论著和读书札记、教学讲义及提纲、演讲提纲、信札以及学生的听课笔记，编为七卷。第一卷《汉魏两晋南北朝佛教史》；第二卷《隋唐佛教史稿》；第三卷《印度哲 学史略》；第四卷《魏晋玄学》；第五卷《往日阿稿·西方哲学》；第六卷《校点高僧传》；第七卷《饾饤札记》。在每卷之最后都附有一“编者后记”，对该卷的编辑情况做了一些说明，可供参考。第七卷末载《汤用彤年谱简 编》。.

汤用彤先生 , 字锡予, 湖北黄梅人. 中国近现代哲学家、教育家. 从1935年起, 到全国解放, 汤用彤先生一直主持北大哲学系, 因而哲学系的教学和研究方向, 与他的学术领导关系至深, 得以建立起本系自己的学术重点, 形成学术传统, 并且一直影响到今天. 作为一名导师, 在后学者心目中, 汤先生淳直、朴素、不为物累; 待人宽厚、处事公正, 蔼然仁者. 所选录的文章侧重对先生学行有深切认识的回忆与研究文字, 作者大多是其师友、门生及再传弟子.

Han Wei liang Jin Nan Bei chao fo jiao shi -- Wei Jin xuan xue lun gao -- Ping jin ren zhi wen hua yan jiu -- Wen hua si xiang zhi chong tu yu tiao he.

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)

This research investigates 266 business students' panel data across 4 time periods and tests a theoretical model involving intrinsic religiosity, the love of money, Machiavellianism, and propensity to engage in unethical behaviors. There was a short ethics intervention between Times 3 and 4. We identified good apples and bad apples using the PUB measure collected at Time 4. From Time 3 to Time 4, good apples became more ethical, whereas bad apples became less ethical after the ethics intervention. Moreover, for (...) the whole sample, intrinsic religiosity deterred unethical intentions not only directly but also indirectly through the absence of Machiavellianism. Before the ethics intervention, intrinsic religiosity curbed unethical intention directly for good apples but indirectly for bad apples. After the intervention, only the indirect effect was significant for bad apples. Intrinsic religiosity offers us hope to open the hearts of the lost sheep and bring them home. Research results were discussed in light of this study's theoretical, empirical, and practical contributions; Judeo-Christian ethics and values; challenging roles of educators and executives in educating Gen-Yers; creating a sea change of the ethical social norm in schools, organizations, and society, or ethical community building, and promoting ethical behavior; and future directions for research. (shrink)

本书初由唐君毅夫人谢廷光于1985年编订,收录唐君毅逝世后亲友,同道,学生等发表和撰写的纪念文章,现增入当时未及收录的纪念和讨论文章,以及唐君毅亲属撰写的回忆文章.由这些文章,不仅表示了大家的回忆与纪 念,更是由此对唐君毅先生生平进行总结和缅怀.

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。.

A number of philosophers have argued that it is hard for finite agents like us to reason and make decisions relying solely on our credences and preferences. They hold that for us to cope with our cognitive limitations, we need binary beliefs as well. For they think that such beliefs, by disposing us to treat certain propositions as true, help us cut down on the number of possibilities we need to consider when we reason. But using Ross and Schroeder as (...) my stalking horse, I argue that such an appeal to binary beliefs does not work. I begin by explaining why there’s supposedly a problem for an account of reasoning that invokes only credences and preferences. I then argue that Ross and Schroeder’s account of belief—as well as other similar accounts—does not help solve the problem. Finally, I consider an alternative approach to solving the problem. This approach, unlike the accounts I criticise, does not hold that having a disposition to treat a proposition as true is necessary for believing it. (shrink)

本书由上编：汤一介谈《儒藏》和下编汤一介与《儒藏》构成，具体收录了《我们为什么要编纂》《回忆汤先生与》《怀念汤一介先生坚持编好》《日本编纂委员会及其工作》《纪念汤一介先生》《汤一介先生与》《怀念汤先生 》等文章。.

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)

This research investigates the efficacy of business ethics intervention, tests a theoretical model that the love of money is directly or indirectly related to propensity to engage in unethical behavior (PUB), and treats college major (business vs. psychology) and gender (male vs. female) as moderators in multi-group analyses. Results suggested that business students who received business ethics intervention significantly changed their conceptions of unethical behavior and reduced their propensity to engage in theft; while psychology students without intervention had no such (...) changes. Therefore, ethics training had some impacts on business students' learning and education (intelligence). For our theoretical model, results of the whole sample (N = 298) revealed that Machiavellianism (measured at Time 1) was a mediator of the relationship between the love of money (measured at Time 1) and unethical behavior (measured at Time 2) (the Love of Money → Machiavellianism → Unethical Behavior). Further, this mediating effect existed for business students (n = 198) but not for psychology students (n = 100), for male students (n = 165) but not for female students (n = 133), and for male business students (n = 128) but not for female business students (n = 70). Moreover, when examined alone, the direct effect (the Love of Money → Unethical Behavior) existed for business students but not for psychology students. We concluded that a short business ethics intervention may have no impact on the issue of virtue (wisdom). (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。.

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。.

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)

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)

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.

Wittgenstein's Tractatus contains an insubstantial form of transcendental idealism. It is insubstantial because it rejects the substantial a priori. Yet despite this, the Tractatus still contains two fundamental transcendental idealist insights, (a) the identity of form between thought and reality, and (b) the transcendental unity of apperception. I argue for (a) by connecting general themes in the Tractatus and in Kant, and for (b) by giving a detailed interpretation of Tractatus 5.6ff., where Wittgenstein talks about solipsism and the metaphysical subject. (...) Tractarian solipsism, on this interpretation, is a special, insubstantial form of transcendental idealism. (shrink)

This article aims to investigate the impact of employee perceptions of corporate social responsibility on job embeddedness under the drastic circumstances of coronavirus disease 2019. This study also investigated the role of organizational identification as a psychological mechanism linking employee perceptions of corporate social responsibility to job embeddedness. Survey data were collected from 325 employees in banking industry of China and analyzed using partial least squares structural equation modeling. Results revealed that CSR to employees and organizational identification were positively and (...) significantly related to job embeddedness, while CSR to customers, CSR to government, and CSR to society did not significantly predict job embeddedness. Organizational identification fully mediated the relationship between CSR to customers, CSR to government, CSR to society and job embeddedness, and partially mediated the relationship between CSR to employees and job embeddedness. The results suggest engaging in CSR activities can lead employees to identify themselves with the organization and enhance their embeddedness. The article concludes with several implications for practice and recommendations for future research. (shrink)

Monetary intelligence theory asserts that individuals apply their money attitude to frame critical concerns in the context and strategically select certain options to achieve financial goals and ultimate happiness. This study explores the dark side of monetary Intelligence and behavioral economics—dishonesty. Dishonesty, a risky prospect, involves cost–benefit analysis of self-interest. We frame good or bad barrels in the environmental context as a proxy of high or low probability of getting caught for dishonesty, respectively. We theorize: The magnitude and intensity of (...) the relationship between love of money and dishonest prospect may reveal how individuals frame dishonesty in the context of two levels of subjective norm—perceived corporate ethical values at the micro-level and Corruption Perceptions Index at the macro-level, collected from multiple sources. Based on 6382 managers in 31 geopolitical entities across six continents, our cross-level three-way interaction effect illustrates: As expected, managers in good barrels, mixed barrels, and bad barrels display low, medium, and high magnitude of dishonesty, respectively. With high CEV, the intensity is the same across cultures. With low CEV, the intensity of dishonesty is the highest in high CPI entities —the Enron Effect, but the lowest in low CPI entities. CPI has a strong impact on the magnitude of dishonesty, whereas CEV has a strong impact on the intensity of dishonesty. We demonstrate dishonesty in light of monetary values and two frames of social norm, revealing critical implications to the field of behavioral economics and business ethics. (shrink)

Reliabilists hold that a belief is doxastically justified if and only if it is caused by a reliable process. But since such a process is one that tends to produce a high ratio of true to false beliefs, reliabilism is on the face of it applicable to binary beliefs, but not to degrees of confidence or credences. For while beliefs admit of truth or falsity, the same cannot be said of credences in general. A natural question now arises: Can reliability (...) theories of justified belief be extended or modified to account for justified credence? In this paper, I address this question. I begin by showing that, as it stands, reliabilism cannot account for justified credence. I then consider three ways in which the reliabilist may try to do so by extending or modifying her theory, but I argue that such attempts face certain problems. After that, I turn to a version of reliabilism that incorporates evidentialist elements and argue that it allows us to avoid the problems that the other theories face. If I am right, this gives reliabilists a reason, aside from those given recently by Comesaña and Goldman, to move towards such a kind of hybrid theory. (shrink)