This paper considers current personalized recommendation approaches based on computational social systems and then discusses their advantages and application environments. The most widely used recommendation algorithm, personalized advice based on collaborative filtering, is selected as the primary research focus. Some improvements in its application performance are analyzed. First, for the calculation of user similarity, the introduction of computational social system attributes can help to determine users’ neighbors more accurately. Second, computational social system strategies can be adopted to penalize popular items. (...) Third, the network community, identity, and trust can be combined as there is a close relationship. Therefore, this paper proposes a new method that uses a computational social system, including a trust model based on community relationships, to improve the user similarity calculation accuracy to enhance personalized recommendation. Finally, the improved algorithm in this paper is tested on the online reading website dataset. The experimental results show that the enhanced collaborative filtering algorithm performs better than the traditional algorithm. (shrink)

PurposeThyroid-associated ophthalmopathy is a vision threatening autoimmune and inflammatory orbital disease, and has been reported to be associated with a wide range of structural and functional abnormalities of bilateral hemispheres. However, whether the interhemisphere functional connectivity of TAO patients is altered still remain unclear. A new technique called voxel-mirrored homotopic connectivity combined with support vector machine method was used in the present study to explore interhemispheric homotopic functional connectivity alterations in patients with TAO.MethodsA total of 21 TAO patients and 21 (...) wellmatched healthy controls, respectively, underwent functional magnetic resonance imaging scanning in the resting state. We evaluated alterations in the resting state functional connectivity between hemispheres by applying VMHC method and then selected these abnormal brain regions as seed areas for subsequent study using FC method. Furthermore, the observed changes of regions in the VMHC analysis were chosen as classification features to differentiate patients with TAO from HCs through support vector machine method.ResultsThe results showed that compared with HCs, TAO patients showed significantly lower VMHC values in the bilateral postcentral gyrus, lingual gyrus, calcarine, middle temporal gyrus, middle occipital gyrus and angular. Moreover, significantly decreased FC values were found between the right postcentral gyrus/lingual gyrus/calcarine and left lingual gyrus/cuneus/superior occipital gyrus, left postcentral gyrus/lingual gyrus/calcarine and right lingual gyrus/ middle temporal gyrus, right middle temporal gyrus and left cerebellum-8/lingual gyrus/middle occipital gyrus/supplementary motor area, left middle temporal gyrus and right middle occipital gyrus, right middle occipital gyrus/angular and left middle temporal pole. The SVM classification model achieved good performance in differentiating TAO patients from HCs.ConclusionThe present study revealed that the altered interhemisphere interaction and integration of information involved in cognitive and visual information processing pathways including the postcentral gyrus, cuneus, cerebellum, angular, widespread visual cortex and temporal cortex in patients with TAO relative to HC group. VMHC variability had potential value for accurately and specifically distinguishing patients with TAO from HCs. The new findings may provide novel insights into the neurological mechanisms underlying visual and cognitive disorders in patients with TAO. (shrink)

Authoritarian leadership is of great significance to eastern countries, including China. Meanwhile, unethical employee behavior also exists in all types of social organizations. The relationship between authoritarian leadership and unethical employee behavior is worth studying. Senior leaders often do not have a direct influence on employees except for through their immediate supervisors. The leadership style of senior leaders also influences the leadership style of their subordinates. This paper studies how authoritarian manager leadership trickles down to unethical employee behavior through authoritarian (...) supervisor leadership and discusses the moderating effect of leader member exchange and an ethical climate. Through a questionnaire survey of 406 pairs of leaders, supervisors, and employees, the research results of the multilevel model show that authoritarian supervisor leadership is positively related to unethical employee behavior, authoritarian supervisor leadership mediates the relationship between authoritarian manager leadership and unethical employee behavior, LMX positively moderates the relationship between authoritarian manager leadership and authoritarian supervisor leadership and moderates the mediating effect of authoritarian supervisor leadership, and, that an ethical climate negatively moderates the relationship between authoritarian supervisor leadership and unethical employee behavior and moderates the mediating effect of authoritarian supervisor leadership. (shrink)

In an increasingly competitive and performance-oriented society, workaholic leadership is becoming increasingly common and is even embraced and supported by many organizations. However, previous studies have not paid sufficient attention to the impact of workaholic leadership on employee psychology and behavior. This study, based on the conservation of resources theory, explores the effect of workaholic leadership on employee self-presentation. Through an empirical analysis of 256 employees’ questionnaires, we found a significant positive impact between workaholic leaders and employee self-presentation. This process (...) was achieved through the partly mediating mechanisms of employee workplace anxiety. Concurrently, segmentation supplies negatively moderated the relationship between workplace anxiety and self-presentation and the overall mediating mechanism. These findings provide important insights into the underlying mechanisms of workaholic leadership and employee behavior, which can be utilized to improve employee wellbeing and provide positive organizational outcomes. (shrink)

Although most existing studies have considered entrepreneurial bricolage as a means to overcome resource constraints in new ventures, few have explored the direct effects of entrepreneurial bricolage on employee creativity, particularly in the context of entrepreneurial internet firms. Drawing from multiple theories, this study proposes a cross-level mediation model for the trickle-down effects of entrepreneurial bricolage and business model innovation on employee creativity. By using a 2-wave longitudinal design, survey data were collected from multiple sources, including 49 leaders and 336 (...) employees from entrepreneurial internet firms in China. Multilevel structural equation modeling was applied to analyze the cross-level mediation model. The results show that both entrepreneurial bricolage and business model innovation failed to significantly and positively direct employee creativity. Furthermore, entrepreneurial bricolage exerted a cross-level influence on employee creativity that was sequentially transmitted through between-level business model innovation and within-level creative self-efficacy. The theoretical and managerial implications of these findings are also discussed. (shrink)

Phosphatidylinositol 3 kinase (PI 3-kinase) is an important enzyme that is involved in the regulation of a variety of biological processes such as apoptosis, cell division, and ion channel activity and can play a role in the pathological development of a number of diseases, including AIDS and cancer. The authors’ data indicate that external qi of Yan Xin Life Science Technology (YXLST) can modulate enzyme activity in two directions. Within a time window of 3 days of the initial emission of (...) external qi of YXLST, PI 3-kinase activity was restored in an outdated enzyme sample that had lost activity, and PI 3-kinase activity was suppressed in a freshly purified sample relative to an untreated control sample so that its activity was nearly undetectable. The data presented are consistent with the hypothesis that external qi of YXLST can alter molecular events. The uniqueness of this and other observations mandates further study. (shrink)

本书从唐君毅先生提出的“中国艺术精神”开始论述,分析了中国艺术精神的多层面向进而深入分析其阐释的意义;继而,本书对徐复观先生深入的研究进行了解读和探索,一直延续到今日学界的研究和探索,并对“中国艺术精 神”在世纪之交时发生的转向给出了结论.

Enterprise Network has increasingly gained popularity in academia. Over the past few decades, a substantial amount of EN studies have been published in China. Drawing upon a sample of 603 papers retrieved from the Chinese Social Sciences Citation Index database between 1998 and 2020, this study aims to delve into the status quo, knowledge base, research focus, and evolutionary trends of EN research in China. A multifaceted bibliometric analysis was performed using CiteSpace. The findings mainly indicate that the research on (...) EN in China has a clear development context, and the research content gradually changes from macro to micro. In addition to foreign Social Network theories, the research results of domestic scholars have become the basic knowledge in this field. The research includes these topics: the conceptualization of EN, EN as indicators of enterprise development, EN’s impact on start-ups, mechanisms of EN’s effect and governance of EN. The potential direction for future research has been identified as the integration between EN and other forms of networks, and the structure of EN. (shrink)

In order to better assess the mental health status, combining online text data and considering the problems of lexicon sparsity and small lexicon size in feature statistics of word frequency of the traditional linguistic inquiry and word count dictionary, and combining the advantages of constructive neural network convolutional neural network in contextual semantic extraction, a CNN-based mental health assessment method is proposed and evaluated with the measurement indicators in CLPsych2017. The results showed that the results obtained from the mental health (...) assessment by CNN were superior in all indicators, in which F1 = 0.51 and ACC = 0.69. Meanwhile, ACC evaluated by FastText, CNN, and CNN + Word2Vec were 0.66, 0.67, 0.67, and F1 were 0.37, 0.47, and 0.49, respectively, which indicates the use of CNN in mental health assessment has feasibility. (shrink)

本书系统考察了认识论产生及其理论发展,特别是对主体和客体、认识工具和认识方法、经验认识和理论认识、精确思维和模糊思维价值、真理等问题,以及认识发展的一般规律,在理论上作出了一新的概括。.

Ben shu yi jian ming e yao de bi chu xiang du zhe ti gong le yi fu quan jing shi de xi fang mei xue li shi hua juan.Qi nei rong han gai cong gu xi la,Luo ma zhi dao 20 shi ji de xi fang mei xue si xiang he li lun cheng guo,Qi zhong yi li lun xing tai de mei xue si xiang wei zhu gan,Tong shi she ji wen xue yi shu yi ji she hui (...) feng shang suo ti xian de shen mei yi shi. (shrink)

This is a philosophical book about the idea of human freedom in the context of Chinese philosophy on truth, the good, and beauty. The book shows that there is a coherent and sophisticated philosophical discourse on human freedom throughout the history of Chinese Philosophy in aesthetics, ethics, and epistemology. Feng Qi discusses the development of freedom in light of the Marxist theory of practice. In the history of philosophy, the relation between thought and existence, which is fundamental to philosophy, has (...) stimulated many debates. These debates, though they have assumed diverse forms in Chinese and Western philosophy, have eventually concentrated on three inquiries: the natural world (the objective material world); the human mind; and the concepts, categories, and laws that are representative forms of nature in the human mind and in knowledge. In Chinese philosophy, the three inquiries are summarized using three notions: qi (气 breath, spirit), xin (心 heart), dao (道 the Way). What relationship do the three notions have with each other? This book explores the way to human freedom through the divergent paths in Chinese philosophy. This book’s investigation of human activities brings the typical Chinese philosophical discourse from the cosmological realm into the realm of human beings as individuals. In this regard, the three inquiries can be described as being about real life, ideals, and individuals. (shrink)

本书以宽广的哲学视野,分析了法治与德治及其相互关系的历史演变,指出了两者之间存在着“合—分—合”的历史运动,社会主义社会中法治与德治之间是一个不可分割的“法治—人—德治”双向动互动关系链条,坚持“以人 为本”进行法治与德治建设是构建社会主义和谐社会的必然选择。.

v. 1 Qi shi ji qian Zhongguo de zhi shi, si xiang yu xin yang shi jie -- v. 2 Qi shi ji zhi shi jiu shi ji Zhongguo de zhi shi, si xiang yu xin yang shi jie.

Ben shu shi yi ben yan jiu ke xue li shi de shu ji. zhu yao nei rong bao kuo: Xi fang wen hua chuan tong he jin dai ke xue de dan sheng, Wen yi fu xing he Yidali ke xue zhong xin de xing qi, Xin jiao jing shen he Yingguo ke xue zhong xin shi dai de dao lai deng.

本书对当前我国企业信用系统的种种危机作了由浅入深的报道,首先介绍了黑心商家诚信丧失、引发食品信任危机,接着介绍了黑洞事件触目惊心,中国股市诚信难寻等内容。.

本书共分四部分:关于调查工作的简要说明、文学理论教材建设情况历史回顾、新时期以来文学理论教材编写情况调查和几点结论。.

本书内容包括:中国共产党的党性和先进性、新时期共产党员必须加强党性修养、怎样进行党性修养等。.