The BP neural network model is a hot issue in recent academic research, and it has been successfully applied to many other fields, but few researchers apply the BP neural network model to the field of automobile insurance. The main method that has been used in the prediction of the total claim amount in automobile insurance is the generalized linear model, where the BP neural network model could provide a different approach to estimate the total claim loss. This paper uses (...) a genetic algorithm to optimize the structure of the BP neural network at first, and the calculation speed is significantly improved. At the same time, by considering the overfitting problem, an early stop method is introduced to avoid the overfitting problem. In the model, a three-layer BP neural network model, which includes the input layer, hidden layer, and output layer, is trained. With consideration of various factors, a total claim amount prediction model is established, and the trained BP neural network model is used to predict the total claim amount of automobile insurance based on the data of the training set. The results show that the accuracy of the prediction by using the BP neural network model to both the data of Shandong Province and to the data of six cities is over 95%. Then, the predicted total claim amount is used to calculate premiums for five cities in Shandong Province according to credibility theory. The results show that the average premium of the five cities is slightly higher than the actual claim amount of the city. The combination of BP neural network and credibility theory can perform accurate claim amount estimation and pricing for automobile insurance, which can effectively improve the current situation of the automobile insurance business and promote the development of insurance industry. (shrink)

In transitional economies, the governing central authorities impose heavy regulatory burdens on firms, which results in great costs for business in terms of time, resources, and other constraints. However, quality assurance through decentralized institutions (such as private certified management standards) is rapidly becoming more prevalent. This study examines the contingent implications that such decentralized institutions have for centralized regulation by focusing on the relationship between international certifications and regulatory burdens. As two prominent features of the institutional environment in emerging economies, (...) the threat of competition from the informal sector and corruption may influence the relationship between international certifications and regulatory burdens. These features are therefore examined in terms of their moderating roles. The study draws on institutional and signaling theories to interpret data from a survey conducted by the World Bank in China in 2012. The empirical results show that international certification is negatively associated with regulatory burdens. This relationship is strengthened by the threat of competition from the informal sector, but mitigated by a corrupt business environment. Our study contributes to the institutional literature and to research on international certifications, and it has implications for both business management and governmental policy. (shrink)

Corruption as a non-market strategy for firms has gained increasing attention in the field of strategy management. However, the effect of corruption on innovation is unclear, especially in the context of transition economies. Using institutional theory, we examine the relationship between corruption and new product innovation and identify the contextual conditions of the relationship. Using the World Bank Enterprise Survey data from China, our empirical results show that corruption has a positive effect on firms’ new product innovation. Moreover, we find (...) that policy instability and competitive threats from the informal sector positively moderate the relationship between corruption and new product innovation. Using post hoc analysis, we find that the potentially positive effect of corruption on new product innovation is the consequence of inherent institutional weaknesses in transition economies; as the level of institutional development increases, the effect of corruption on firms’ new product innovation will gradually decrease. Overall, our findings provide new insights into understanding corrupt behaviors in transition economies and present managerial implications for firms’ ethical dilemmas in a transition economy context. We argue that the key to overcoming these ethical dilemmas lies in promoting pro-market institutional reform to reduce the potential benefits of corruption. (shrink)

BackgroundThe Coronavirus 2019 outbreak has led to a considerable proportion of adverse psychological symptoms in different subpopulations. This study aimed to investigate the status of anxiety and depression and their associated factors in the adult, working-age population in Mainland China at the early remission stage of the COVID-19 pandemic.MethodsAn online study was conducted among 1,863 participants in 29 provinces in Mainland China from March 23 to 31, 2020. Their mental health was evaluated by the generalized anxiety disorder scale and the (...) patient health questionnaire. Descriptive analysis, Chi-square, and multiple logistic regressions were applied.ResultsAbout 44.5% of the participants had anxiety, 49.2% had depression, and 37.9% showed a combination of depression and anxiety. Around 83.7% of the participants claimed that the pandemic had a negative impact on their medical needs, which was the primary predictor of mental health, the degree of impact being positively related to the prevalence of anxiety and depression. More chronic diseases, moderate to bad self-rated health, severe perceived infection risk, and younger age group were the common risk factors for anxiety and depression. Having no children, unemployment, and a college-level educational background were associated with higher anxiety prevalence, whereas unmarried participants were correlated with higher depression prevalence.ConclusionThe working-age population showed a relatively high risk of anxiety and depression in Mainland China at the early remission stage of the pandemic. To improve medical services capacity for routine and delayed medical service needs should be a part of policy-makers’ priority agenda during this period of crisis. (shrink)

It is well documented that self-control has a positive effect on individuals’ subjective well-being. However, little research has focused on the moderators underlying this relationship. The present research used two studies to examine the moderating role of both trait and state motivation on the relationship between self-control and subjective well-being using psychometric and experimental models, respectively. In Study 1, we explored whether trait motivation moderated the relationship between trait self-control and subjective well-being using a psychometric model. In Study 2, we (...) examined the moderating effects of both trait and state motivation on the effect of state self-control on subjective well-being using an experimental model. Our results indicated that self-control had a positive effect on subjective well-being, with this relationship being primarily moderated by prevention motivation. When state and trait prevention motivations were congruent, self-control had the most obvious impact on subjective well-being. This study suggests that current understandings around the association between self-control and happiness is limited, implying that motivation should be the focus of future research. (shrink)

Brain structural covariance network can delineate the brain synchronized alterations in a long-range time period. It has been used in the research of cognition or neuropsychiatric disorders. Recently, causal analysis of structural covariance network, winner-take-all and cortex–subcortex covariance network, and modulation analysis of structural covariance network have expended the technology breadth of SCN. However, the lack of user-friendly software limited the further application of SCN for the research. In this work, we developed the graphical user interface toolkit of brain structural (...) covariance connectivity based on MATLAB platform. The software contained the analysis of SCN, CaSCN, MOD-SCN, and WTA-CSSCN. Also, the group comparison and result-showing modules were included in the software. Furthermore, a simple showing of demo dataset was presented in the work. We hope that the toolkit could help the researchers, especially clinical researchers, to do the brain covariance connectivity analysis in further work more easily. (shrink)

內容簡介 本書由不同的角度分別探討中古時期佛道交流的不同議題，焦點集中在靈寶經當中的佛教概念。大乘佛典譯介進入中國後，其中的觀念開始滲透並被借用到中國本土的經典，最明顯的就是古靈寶經。本書即在佛道的脈絡下探討佛 教觀念在靈寶經中的借用與轉化，試著去了解在四世紀到五世紀的中土佛教與道教如何去詮釋與運用印度佛教概念，這種考察不但可以幫助我們理解中世紀的中國如何理解印度中亞的宗教概念，更可以幫助我們了解這些概念如何 被中國人所吸收與轉化，進而滲透到佛教以外的宗教，從而建立一種新的觀念。 此研究議題也開展了當代佛道交涉研究的新面向，使我們可以從這些案例來重新思考佛教的「漢化」與佛道「融合」的議題。.

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。.

A work of art is an intentional transformation of qi 氣 into a dynamic structure. The philosophy of qi is presented here as a means to develop the aesthetic theories of Richard Wollheim and Eliot Deutsch. Both Wollheim and Deutsch present their arguments, in part, as rejections of George Dickie’s “New Institutional Theory of Art.” I develop a robust qi aesthetic drawn from traditional sources and their contemporary commentaries as a way of joining the debate between Dickie and Wollheim/Deutsch, taking (...) the side of the latter, but attempting to provide a thicker vocabulary and a stronger rationale for challenging Dickie. (shrink)

‘Spirit consonance engendering a sense of life’ (Qi Yun Sheng Dong) as the first law of Chinese painting, originally proposed by Xie He (active 500–535?) in his six laws of painting, has been commonly echoed by numerous later Chinese artists up to this day. Tracing back the meaning of each character of ‘Qi Yun Sheng Dong’ from Pre-Qin up to the Six Dynasties, along with a comparative analysis on the renderings of ‘Qi Yun Sheng Dong’ by experts in Western academia, (...) I establish ‘spirit consonance’ as the rendering of ‘Qi Yun’. By examining texts on painting by significant critics in Chinese art history, and by referring to specific works by painters from the Six Dynasties up to the Yuan Dynasty, I present the merits and demerits of the different interpretations by Western experts, and explore the essence of ‘Qi Yun’. Once the painter successfully captures ‘spirit consonance’ as the essential character or ‘internal reality’ of the object, and transmits it into the work, ‘Qi Yun’ further implies the expressive quality of the work beyond formal representation. Additionally, the fusion of expressive and representative functions also leaves space for further explaining the aesthetic interaction among artist, object, work, and audience. From the Six Dynasties onwards, Chinese painters have practised the expressive pursuit beyond epresentation on the basis of the unification of ‘Qi Yun’ (spirit consonance) and formal representation, although spirit consonance was valued more highly than formal likeness. (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。.

本书从本体论、认识论和方法论的角度考察法官与规则的关系问题,对法律推理这一司法技术进行法理学的反思,以建立和谐的法律推理模式。.

Ben shu wei "Song Ming shi qi Chang Jiang zhong you de ru xue yan jiu" cong shu zhi yi: ben cong shu shi ren wen she hui ke xue chong dian yan jiu ji di-Wuhan da xue Zhongguo chuan tong wen hua yan jiu zhong xin tou biao, jing jiao yu bu zu zhi zhuan jia ping shen tong guo, zheng shi pi zhun de jiao yu bu ren wen she hui ke xue 2001 nian du zhong da yan (...) jiu xiang mu, xiang mu pi zhun hao shi 01JAZJD720008, ding yu 2004 nian qian hou wan cheng. ke ti zu zhu chi ren wei Guo Qiyong jiao shou, "Jiangxi zhi xue"shi Zhu Xi ti chu de yi ge gai nian, zhu yao zhi chu zi yu Jiangxi Jinxi Lu shi jia zu yi men de xue shuo, qi nei he shi Lu Jiuyuan de xin xue; di 2 quan ze shi you "Song Yuan xue an" suo zai zhi Xiangshan xiong Zhangfu, Suoshan de xue shuo; di 3 quan wei Xiangshan xiong di de di zi men de si xiang. Ben shu quan mian kao cha Jiangxi zhi xue zai Song dai Chang Jiang zhong you xing qi de xue mo yuan yuan, zhu yao xue shuo, yu Luo xue Min xue Zhejiang zhu xue zhe (Lü Zuqian, Yong Shangsi xian sheng deng) zhi jian de guan xi, yi ji qi dui Wang (Yangming) xue xing qi de nei zai guan lian xing, bing yan ji dui xian dai xin ru xue de tan tao. ben shu de xie zuo jiang zhu zhong si xiang kao gu de fang fa, zai quan mian yan jiu you guan dian ji de ji chu shang, dui you guan ren wu de chu sheng di, huo dong de di qu (ru jia zu suo zai cun luo, xue zhe shu xin wang lai, jiang xue, hui jiang, shu yuan deng) jin xing shi di de kao cha, guang fan di yun yong fang zhi, nian pu, shu yuan zhi, jia pu deng cai liao, ba si xiang jia huan yuan yu ju ti huan jing zhi zhong, zai ju ti she hui de li shi de jia zu de bei jing xia kao cha qi si xiang de nei han, jie shi qi jing shen suo zai, bing jin er yin shen chu qi yi yi yu jia zhi. (shrink)

本书从逻辑与历史相结合的思维原则出发,对人类历史上几种主要自然观的特征进行了深入的剖析,对“天人合一”的自然观提出了自己的看法,重点展示了产生这些迥异自然观的文化基因。.

Based on its productionguideline, organic agriculture has set foritself the goals of minimizing all forms ofpollution and maintaining sustainability of thefarming system. By striving for these goals,organic farming meets the demands of anincreasing number of consumers who are criticalof conventional production methods. This papergives an overview of the present state of theart in the different issues. Possibilities ofand limitations in performing the self-aimedgoals under the basic standards of organicagriculture are discussed. Concerningenvironmental protection, in general, the riskof adverse environmental effects is (...) lower withorganic than with conventional farming methods,though not necessarily so; with reference tosoil fertility and nutrient management, organicfarming is suited to improve soil fertility andnutrient management markedly on the farm level;regarding biodiversity, comparison studies showthat organic farming has more positive effectson biodiversity conservation; in relation toproduct quality, under the basic standards oforganic farming, there is no sufficientevidence for a system-related effect on productquality due to the production method. (shrink)

本书是对中华传统思想文化的研究。主要包括:儒家的起源及其形成,百家争鸣中的儒家,儒家独尊地位的确立,佛教、道教与玄学、经学等内容。.

本书运用哲学诠释学之基本原理,对法律诠释现象作出了富有学理性的新诠释。全书从当代西方法学家的法律诠释观念入手,较为系统地总结和论述了法律诠释学的哲学基础、法律诠释学的性质与作用、法律诠释的方法等问题。 .

Work procrastination is a retreat behavior associated with negative cognitive experience and it results in great losses to individual as well as organizational development. Understanding the antecedents of employees’ work procrastination behavior contributes to lower frequency of its occurrence. This research builds a dual-moderated mediation model from the perspective of cognitive appraisal theory and explored work procrastination behavior of employees subjected to abusive supervision. With 378 valid returned questionnaires, data collected from 32 companies in Beijing, Shanghai, Tianjin, and Chongqing supports (...) our hypotheses. This result has enriched the understanding of work procrastination behavior and provided practical implications to avoide its negative effects. (shrink)

本书用史论结合的方法,从中西方的古代直到近代道德观念和道德学说的发展历史中,揭示了伦理道德学说的发展规律。.

本书评介了普列汉诺夫及其美学思想,尤其是从艺术的起源、艺术与社会心理等方面讨论了普列汉诺夫的观点,提出许多新的见解。.

Corruption has been a major obstacle to economic growth around the world. In this paper, we examine how firms interact with corrupt government officials either to minimize the impact of corruption on their operations or to maximize their benefit of paying a bribe. Our estimates show that firms know exactly what they need and use their limited resources to bribe only relevant government authorities. In other words, firms are rational bribers who know exactly what they need and optimize their bribes (...) to fulfill that need. This type of intentional bribery could be reduced by enhanced institutional environments and improved openness of the economy. (shrink)