This study provided a content analysis of studies aiming to disclose how artificial intelligence has been applied to the education sector and explore the potential research trends and challenges of AI in education. A total of 100 papers including 63 empirical papers and 37 analytic papers were selected from the education and educational research category of Social Sciences Citation Index database from 2010 to 2020. The content analysis showed that the research questions could be classified into development layer, application layer, (...) and integration layer. Moreover, four research trends, including Internet of Things, swarm intelligence, deep learning, and neuroscience, as well as an assessment of AI in education, were suggested for further investigation. However, we also proposed the challenges in education may be caused by AI with regard to inappropriate use of AI techniques, changing roles of teachers and students, as well as social and ethical issues. The results provide insights into an overview of the AI used for education domain, which helps to strengthen the theoretical foundation of AI in education and provides a promising channel for educators and AI engineers to carry out further collaborative research. (shrink)

The pandemic in 2020 made online learning the widely used modality of teaching in several countries and it has also entered the spotlight of educational research. However, online learning has always been a challenge for disciplines that require hands-on practice. For art teaching or training, online learning has many advantages and disadvantages. How art teachers embrace and adapt their teaching for online delivery remains an unanswered question. This research examines 892 art teachers' attitudes toward online learning, using learning environment, need (...) satisfaction, mental engagement, and behavior as predictors. Structural equation modeling was used to explore the relationship between these four dimensions during these teachers' participation in an online learning program. The results reveal significant correlations between the learning environment, need satisfaction, mental engagement, and behavior. Moreover, this study reveals the group characteristics of art teachers, which can actually be supported by online learning programs. These findings provide insights into how art teachers view and use online learning, and thus can shed lights on their professional development. (shrink)

Relational integration is essential for learning, working, and living, as we must encode enormous volumes of information and extract their relations to construct knowledge about the environment. Recent research hints that generating distant analogies can temporarily facilitate learners’ state-based relational integration. This study aimed to investigate the internal mechanism underlying the facilitation effect and preliminarily confirm its application in education. First, we adopted the classical n-term premise integration task and the Latin Square Task to explore the robustness of the facilitation (...) effect. Then we employed an emerging multidimensional relational reasoning task to further explore the internal mechanism underlying this facilitation effect. Finally, we verified the practical role of the facilitation effect in learning the interaction concept in statistics. The results showed that generating distant analogies did facilitate students’ relational integration performance, both in classical cognitive tasks and in a practical learning task, and a relational mindset and cognitive load play an intermediary role in the facilitation, supporting the cognitive load theory. The results suggest that generating distant analogies can be a useful warm-up activity to assist educators in promoting students’ relational integration. (shrink)

The Affymetrix GeneChip is a popular microarray platform for genome‐wide expression profiling and has been widely used in functional genomics especially in the classification of cancers. Due to the updating of genome data, much of the genome information with which the chips were designed is out‐of‐date and it has been reported that many of the genes/transcripts on the chips differ from their original definition when mapping the probes to the new genome information. Dai et al. have reported that the updated (...) definition can cause as much as 30–50% discrepancy in the genes selected as differentially expressed on a heart tissue expression profiling dataset. Understanding the nature of this difference is therefore very important for the utilization of the data. In this work, with a large cancer dataset as an example, we compared two major definitions and investigated their effects on classification, clustering, discovery of differentially expressed genes and gene‐set‐based analysis. Results show that the two definitions agree well on clustering and classification results but genes and gene sets discovered as differentially expressed or enriched can be very different. Discoveries based on the Affymetrix definition can cover most of those based on the new definition, but tend to have more false positives. BioEssays 28: 739–746, 2006. © 2006 Wiley Periodicals, Inc. (shrink)

The correspondence of a sensory object to the category of a descriptive statement requires a reflexive-identity of the object, and such a reflexive-identity is primarily based on the cognition of spatiality. Spatiality is, however, constituted through visual perception. There are only two occasions on which definitive reflexive-identity is exemplified: the infinitesimal point and the infinite “One,” and others are just human stipulations that meet pragmatic needs of rough identification of things at hand. However, if a spatial point is not different (...) from any so-called “other” spatial point, to validate the reflexive identity of any spatial point implies a validation of the reflexive identity of all spatial points. Thus, as “one” and “many” here become absolutely unitary, the infinitely small and the infinitely immense are identical. (shrink)

The study examined the effect of celebrity attractiveness, celebrity trustworthiness, and celebrity cause fit on the attitude toward green cosmetics. This was followed by the effect of brand awareness, brand associations, brand loyalty, perceived quality, brand credibility on brand equity, including the impact of attitude toward green cosmetics and brand equity on the willingness to purchase green cosmetics among of young Chinese consumers. This study adopted a cross-sectional design and collected quantitative data from 301 respondents using a structured questionnaire, which (...) was distributed online using various social media platforms. It was found that celebrity attractiveness, celebrity trustworthiness, and celebrity cause-fit had a significant impact on the attitudes toward green cosmetic, while brand loyalty, perceived quality, and brand credibility substantially affected brand equity. Moreover, the attitudes toward green cosmetics and brand equity had a strong impact on the willingness to purchase green cosmetics. To increase the sales for green cosmetics, the advertisements for it should have appeal, trustworthiness, and cause-fit celebrities to improve consumers’ attitudes and willingness to purchase green cosmetics. Finding of this study provide a guideline for green cosmetic manufacturers, to direct their resources to enhance brand loyalty, credibility, and perceived quality of the product they produce by highlighting the difference between conventional and green cosmetics. (shrink)

本書並不是一部全面敘述馮友蘭的生平或前半生的傳記，也不是一部單純研究馮友蘭的學術或哲學思想的專著。而是有意以馮友蘭的民族主義思想的形成和發展為個案，藉著探究馮氏如何由一個傳統的士子，轉變為五四反傳統主 義者，又如何由五四反傳統主義者，再變為文化保守主義的重要柱石的學思經歷，來檢視馮友蘭前半生的心路和生命歷程。凡與此相關者則詳之，凡與此不相關或關係不密切者則略之.

The correspondence of a sensory object to the category of a descriptive statement requires a reflexive-identity of the object, and such a reflexive-identity is primarily based on the cognition of spatiality. Spatiality is, however, constituted through visual perception. There are only two occasions on which definitive reflexive-identity is exemplified: the infinitesimal point and the infinite "One," and others are just human stipulations that meet pragmatic needs of rough identification of things at hand. However, if a spatial point is not different (...) from any so-called "other" spatial point, to validate the reflexive identity of any spatial point implies a validation of the reflexive identity of all spatial points. Thus, as "one" and "many" here become absolutely unitary, the infinitely small and the infinitely immense are identical. /// 感觉对象如果要与描述的范畴结构对应，必须以对象的自返同一性为基点，这 种自返同一性原始地建基于对空间性的认知。然而，空间性是通过视觉感知才得到建 构的。确切的自返同一性只有在以下两种情形中才可以被简单为民义地建构:即，无 穷小的点与无穷大的 "太一"。对于在元穷大与无穷小之间的各种客体对象而言，其 自返同一性只是思想强加的，是按照实用目的进行概念化加工的结果。由于任一空间 点和任何所谓"其他"的空间点是无差别的，对任一空间点的同一性的确立也就是对 所有空间点的同一性的确立。结果是，既然 "一" 与 "多" 是绝对同一，无穷小与无 穷大也必然是绝对同一。. (shrink)

In lieu of an abstract, here is a brief excerpt of the content:Feminist Studies 47, no. 2. © 2021 by Feminist Studies, Inc. 279 A Report on Underage Prostitutes Zhai Yongming Translated by Petrus Liu and Lisa Rofel An underage prostitute has been called a pretty babe again She wears a scanty, floral-patterned lace dress Her long legs titillate Her mother is even more beautiful (than she) They appear like sisters, “one looks like an antelope...” All the men like (...) babes like her Babes like facing the camera But the underage prostitute I saw was not like this She was only 12, skinny, and she wore filthy clothes You could fit a whole world in her eyes But they had no room for a single tear Her father is a peasant, still young But his hair already white For three months her father Searched everywhere for her His lost baby The underage prostitute’s three months Nearly one hundred days Three hundred men Not a simple number She doesn’t understand why So many old, ugly, filthy men 280 Zhai Yongming Want to climb on top of her belly She doesn’t understand how these things come about The only thing she knows is that her body becomes light and empty Certain things taken from it She is seen as a beauty without a brain She probably doesn’t know anything She counts only during the night Her count reaches over three hundred Figures with no names no surnames no addresses Together they are called customers The numbers like ancient symbols inside a tomb Disappeared before the sun comes up Reading the newspaper I think: I cannot write a poem about this I cannot change poetry into that I cannot chew the poem into a straightforward cackling, boom bang sound I cannot hammer the words into pieces the teeth gnaw on Those illnesses those operations Those numbers added to her age, twelve years old Poetry, bandage, photograph, memory Damaged my eyeballs (The zone in the retina where light and obscurity make contact/meet) Makes all too clear: it’s no use Injuries no one cares about Just some numbers you see every day; but they are Creating a lifetime of misery for some Only a part of her is in the news photo A twelve-year-old standing together with other girls You can’t tell she’s missing an ovary It’s only a news item Each day our eyes process numerous pieces of information They control our delights as consumers They skim news stories like this without much thought Information overload, hotlines, and the international media An enormous sackcloth erasing one person’s humble wounds from view Zhai Yongming 281 We just gaze It gets rolled and stuffed into a black iron trash can... (shrink)

本书按18大类收录了马克思主义创始人及各个发展阶段的代表人物的有关论述,是一部学习和研究马克思主义的指南。.

This collection represents the latest research from leading scholars whose work has helped to frame our understanding of Bentham since the publication of H. L. A. Hart's Essays on Bentham. The authors explore fundamental areas of Bentham's thought, including the relationship between the rule of law and public opinion; law and popular prejudices or manipulated tastes; Bentham's methodology versus Hart's; sovereignty and codification; and the language of natural rights. Drawing on original manuscripts and volumes in The Collected Works of Jeremy (...) Bentham, the chapters combine philosophical and historical approaches and offer new and more faithful interpretations of Bentham's legal philosophy and its development. As a coherent whole, the book challenges the dominant understandings of Bentham among legal philosophers and rescues him from some famous mischaracterizations. (shrink)

在我国宪法学界,围绕宪法实施的论争,自一开始就绝不单纯地是宪法实施的问题,而是真实的国体和政体问题,也即主权问题,尽管论争者未必明确意识到这一点。本书的主体部分,由关于宪法概念和宪法实施的五篇长文构成 。在参与这些论争的过程中,本书尝试性地提出了“人民的宪法”这一概念,以区别于“法官的宪法”.

本书根据马克思主义的哲学原理,就价值观念、道德观念、知识观念、人才观念等展开论述,在传统文化背景下对以上诸观念进行历史地沉思,力图揭示观念文化与时代发展的内在联系,揭示社会发展中观念更新的历史必然性。 .

Employing the ideological square model (Van Dijk, 1998, 2000), this article examines polarization strategies of positive and negative representations of ‘us’ and ‘them’ in ideological discourse on the rise of China by Western media. We analyzed discourse properties in the narratives of five podcast episodes of the BBC World Service about the Chinese Dream, one episode each on Australia, Canada, India, Indonesia, and Kenya. The results revealed prevalent negative representations of ‘them’ – emphasizing negative characteristics and de-emphasizing positive ones of (...) China. However, discourse strategies of emphasizing positive characteristics about ‘us’ and de-emphasizing negative things about ‘us’ were only found in Australia and Canada. The podcasts hardly avoided discussing negative aspects of India, Indonesia, and Kenya. In doing so, the BBC’s ideological discourse excluded these countries from ‘us.’ Our study indicates that the ideological square approach is not only useful to elucidate discourses behind positive and negative representations of ‘us’ and ‘them’ but also can identify nuances in discursive construction of ‘us.’. (shrink)

Aesthetic medicine has become a booming industry in the world. However, there are widespread social and health risks posed by aesthetic medicine, including illegal practice, and misleading information from aesthetic medicine institutes. Social media and advertisement play important roles in leading to appearance anxiety among young people nowadays. Regarding the chaotic situation in the aesthetic medical field, there is a fact that the practice of aesthetic medicine has been marginally regulated, even in some developed countries. China has the largest population (...) in the world as well as the large number of aesthetic medical customers. Regarding the protection of people from harm, there is a great challenge for the Chinese government. So, China has enacted the toughest governance these years both on the supply and demand side. Some of the strategies may be useful for health authorities in certain countries. (shrink)

Assisted reproductive technology is a complex medical intervention with many potential social sensitivities. Within this domain, oocyte cryopreservation has emerged as an important research area for preserving female fertility. Against the backdrop of the hotly debated first legal case in China of a single woman wishing to freeze her eggs, and the implementation of the ‘three‐child policy’ in China, there is an urgent need to evaluate policies and address ethical considerations surrounding oocyte cryopreservation for non‐medical reasons. This review examines current (...) policies, explores China's practices and research, and examines the latest ethical challenges surrounding non‐medical oocyte cryopreservation. It develops strategies and recommendations that will be relevant in China and other developing countries seeking to navigate this complex landscape. (shrink)

Emotional creativity refers to a set of cognitive abilities and personality traits related to the originality of emotional experience and expression. Previous studies have found that emotional creativity can positively predict posttraumatic growth and mental health. The outbreak of coronavirus disease 2019 (COVID-19) has posed great challenges to people’s daily lives and their mental health status. Therefore, this study aims to address the following two questions: whether emotional creativity can improve posttraumatic growth and mental health during the COVID-19 pandemic and (...) how it works. To do this, a multiple mediation model has been proposed, which supposes that emotional creativity is associated with posttraumatic growth and mental health through perceived social support and regulatory emotional self-efficacy. The study involved 423 participants from multiple regions with different COVID-19 involvement levels. Participants were asked to complete a questionnaire with six parts, which included Emotional Creativity Inventory (ECI), Regulatory Emotional Self-Efficacy Scale (RES), Stress-Related Growth Scale-Short Form (SRGS-SF), Multidimensional Scale of Perceived Social Support scale (MSPSS), Brief Symptom Inventory-18 scale (BSI-18), and COVID-19-related life events questionnaire. Path analysis used to examine the mediation model indicated that under the control of COVID-19-related life events and age, perceived social support mediated a positive association between emotional creativity and posttraumatic growth as well as a negative association between emotional creativity and all mental health problems, including somatization, depression, and anxiety. Regulatory emotional self-efficacy mediates the association between emotional creativity and posttraumatic growth, emotional creativity and anxiety, and emotional creativity and depression. The results suggest that emotional creativity plays an important role in coping with stressful events related to COVID-19. Furthermore, these results might provide a better understanding of the possible paths through which emotional creativity is related to psychological outcomes, such as mental health and posttraumatic growth. (shrink)

In their own words, many of the world's foremost mathematicians discuss the art and practice of their work in this book, which shines a light on some of the issues of mathematical creativity. It is neither a philosophical treatise nor the presentation of experimental results, but a compilation of reflections from top-calibre working mathematicians. This approach highlights the creative aspects of the field, illustrates the dramatic variation by individual, and hopes to express the vibrancy of creative minds at work. Organised (...) alphabetically, this book is meant for a general audience and is best read by browsing. It can be used as a supplementary text in mathematics history and mathematics education courses. (shrink)

Examines the influence of Jeremy Bentham's legal and political writings in Australia, China, France, Germany, Italy, Japan, Russia, Spain and the United States.

Developing World Bioethics, Volume 22, Issue 3, Page 170-178, September 2022.

In "The Variation of Chinese Literature and the Formation of World Literature" Shunqing Cao and Lu Zhai discuss how Chinese works of literature entered other countries' literary circles through variation, and became an essential part of world literature. Both ancient Chinese literature and contemporary Chinese literature have undergone textual circulation, language translation and cultural filtering before becoming part of world literature, all of which are the reasons why literary variation occurs. According to Cao and Zhai, the occurrence of (...) variation is a key factor for Chinese literature to become world literature, and an important foundation for the formation of world literature. A country's literature absorbs the characteristics of other countries' literature through variation, thus adapting to the cultural background and reading habits of other countries' readers in terms of language and style, in order to enter the world literature market. Variation may lead to a certain loss of nationality in literary works, and result in significant differences from the original texts. However, the formation of world literature does not come at the cost of eliminating nationality; variation facilitates the formation of world literature. (shrink)

The aim of the present study was to explore the differences in technical performances of players considering playing positions by controlling the effect of situational variables in each FIBA female continental basketball competition. Samples of 9,208 observations from 471 games in the America, Africa, Asia, and Europe Championships during 2013–2017 were collected and analyzed by generalized mixed linear modeling. The results showed that Centers from Europe had more 2-point made, 2-point attempted, and offensive and defensive rebounds than forward. Asian and (...) European guards performed a fewer number of 2-point made, 2-point attempted, and offensive and defensive rebounds than Asian and European centers. African and Asian forward had more 2-point made, 2-point attempted than guards. This study helps to better understand the technical demands of female basketball among different international competitions, which could pave a new way to analyze the development trend of female basketball and promoting specific training plans and game strategies for coaches and players. (shrink)

本书讲述了过去一百年来,中国诸多知识分子一直希望通过移植西方"新伦理"的方式重建中国伦理道德体系,然而他们的"道德革命"总是无疾而终.为何西方伦理道德不能移植到中国呢,究其原因,还在于东西方伦理的源流 与内容大相径庭,在中国没有合适的移植西方伦理的文化土壤.

The time-scale dynamic equations play an important role in modeling complex dynamical processes. In this paper, the Mei symmetry and new conserved quantities of time-scale Birkhoff’s equations are studied. The definition and criterion of the Mei symmetry of the Birkhoffian system on time scales are given. The conditions and forms of new conserved quantities which are found from the Mei symmetry of the system are derived. As a special case, the Mei symmetry of time-scale Hamilton canonical equations is discussed and (...) new conserved quantities for the Hamiltonian system on time scales are derived. Two examples are given to illustrate the application of results. (shrink)

The COVID-19 pandemic triggered the first global “Infodemic” in the era of social media. Understanding how governments deal with the negative impacts of the infodemic has become a priority. This paper uses the theoretical framework of the Elaboration Likelihood Model to explore mechanisms for alleviating panic associated with the infodemic. It considers, in particular, the quality of information circulated on Government Social Media as the central route and local government trust as the peripheral route. An empirical study was conducted using (...) data from a focus group interview and a questionnaire survey collected within the first three weeks following the citywide lockdown of Wuhan, China. The results show that as: Quality of GSM information does not significantly reduce public panic, but local government trust significantly increases people’s pandemic prevention knowledge; Pandemic prevention knowledge is a critical mediator between information quality of GSM and public panic, as well as local government trust and public panic; and Information quality of GSM significantly increases people’s trust in local governments. This paper contributes to the literature on infodemic and government social media and provides implications for practice. (shrink)

Emerging medical biotechnology, with its dual‐use nature, presents both unprecedented opportunities and challenges for human society. As we benefit from technological innovation, it is crucial for Chinese academics and policymakers to effectively identify and address potential risks. However, the current framework for evaluating dual‐use research faces multiple challenges, including difficulties in identifying dual‐use issues, a lack of consideration for broader impacts in assessments, and a lack of consensus on balancing benefits and risks. Furthermore, inadequacies in the review mechanism, such as (...) uneven progress among institutions, insufficient review capabilities, and lacking specialized knowledge among assessment personnel, hamper the effectiveness of evaluation efforts. This article aims to explore these challenges and propose practical recommendations for strengthening the evaluation and governance mechanisms of dual‐use research. By effectively mitigating the risks associated with dual‐use research, it facilitates the promotion of responsible scientific progress in emerging medical biotechnologies in China and internationally. (shrink)

本书对孔子及其思想一百多年来的历史命运,从政治、理论和学术几个方面进行了系统的梳理,材料丰富,史论结合,在一些重要问题上提出了独到见解,有助于读者了解中国近现代思想史、学术史和政治史的发展历程.

In lieu of an abstract, here is a brief excerpt of the content:Reviewed by:Buddhist Ethics: A Philosophical Exploration by Jay L. GarfieldYilun Zhai (bio)Buddhist Ethics: A Philosophical Exploration. By Jay L. Garfield. New York: Oxford University Press, 2021. Pp. xiv + 248. Paperback $24.95, ISBN 978-0-19-090764-8.Jay L. Garfield's Buddhist Ethics: A Philosophical Exploration offers a comprehensive presentation of Buddhist ethics as well as one of the most ingenious metaethical developments in the field. With Western philosophers as its potential readers, (...) the tone and the choice of examples of this book contain a typical philosophical flavor. Most interestingly, it is not only an objective interpretation of the existing Buddhist ethical theories, but also an innovative work that expands the current theoretical boundary. Buddhist Ethics is divided into three parts: in the first part ("Structure") Garfield argues that Buddhist ethics is best characterized by "moral phenomenology," a metaethical theory that emphasizes how we experience over what we do. The second part ("Doctrine") elaborates on how both the Theravāda and Mahāyāna paths are ethical in nature and compatible with a phenomenological interpretation. The third part ("Contemporary Issues") introduces Engaged Buddhism, and claims that Buddhist ethics can function naturalistically without supernatural concepts such as rebirth and the six realms of transmigration.The first part of Buddhist Ethics maps a structural framework of moral phenomenology. Over the past decades, philosophers have endeavored to place Buddhist ethics under the existing Western metaethical categories, for Buddhist ethical thought bears a striking resemblance to all of the major traditions of Western ethics--consequentialism, virtue ethics, and deontology. But Garfield rejects any simple generalization and proposes a particularist reading of Buddhist ethics, which he calls "moral phenomenology." For Garfield, Buddhist ethics cannot be captured by any universal, overarching moral principle; not because Buddhists neglected ethics or failed to create metaethical theory, he argues, but that no universal moral principle is sufficiently sophisticated as a guidance for real life (p. 23). The complexity of dependent origination and the unique goal-oriented paths make the Buddhist definitions of action, agent, free will, pleasure, and pain utterly distinct from their Western counterparts. In particular, while Western philosophers often rely on our natural perceptual capacities and the conceptual mind as sources of information (such as the Cartesian "clear and distinct ideas"), according to Garfield, Buddhist ethicists regard ordinary perception as [End Page 1] fundamentally flawed and the source of all suffering. Thus, they "aim to correct a 'natural' way of experiencing ourselves," characterized by moral phenomenology (p. 22).Although moral phenomenology is the nucleus of Garfield's entire project, a comprehensive, formal definition of the term is lacking throughout the book. To help the reader understand this sophisticated term and its ethical stance, I will briefly summarize it here. Buddhist moral phenomenology centers on the transformation of our mental experiences, which Garfield calls an "input ethics," in contrast to the Western "output ethics" that emphasize explicit rules, external actions and their consequences, and cultivation of virtues (p. 29). The process of ethical cultivation--completed through prescriptive paths--replaces our natural egocentric experiences with a liberated perspective stemming from the interdependence of all things. Such a perceptual transformation in turn replaces one's instinctive reactions with a spontaneous and responsive mode of comportment toward the world (p. 27). The final goal of moral phenomenology is the elimination of suffering for all sentient beings, with the buddhas and bodhisattvas as exemplary models of its perfection. In this sense, it is a combination of an ethical path and a soteriological path.To the best of my knowledge, Garfield is the first person to explicitly identify a moral phenomenological reading of Buddhist ethics: His 2010 article "What Is It Like to Be a Bodhisattva" and 2015 book Engaging Buddhism include pioneering research on this theory. The current book (Buddhist Ethics) further develops the theory, offering a more mature metaethical structure and in-depth explorations of canonical texts from the Indo-Tibetan traditions. By endorsing a moderate form of ethical particularism, Buddhist phenomenology refrains from committing to a single Western metaethical category, and gains notable advantage in synthesizing a myriad of Buddhist moral discourses into a united whole. This theory is undoubtedly Garfield's paramount contribution in the... (shrink)

There are complex posture changes in dance movements, which lead to the low accuracy of dance movement recognition. And none of the current motion recognition uses the dancer’s attributes. The attribute feature of dancer is the important high-level semantic information in the action recognition. Therefore, a dance movement recognition algorithm based on feature expression and attribute mining is designed to learn the complicated and changeable dancer movements. Firstly, the original image information is compressed by the time-domain fusion module, and the (...) information of action and attitude can be expressed completely. Then, a two-way feature extraction network is designed, which extracts the details of the actions along the way and takes the sequence image as the input of the network. Then, in order to enhance the expression ability of attribute features, a multibranch spatial channel attention integration module based on an attention mechanism is designed to extract the features of each attribute. Finally, using the semantic inference and information transfer function of the graph convolution network, the relationship between attribute features and dancer features can be mined and deduced, and more expressive action features can be obtained; thus, high-performance dance motion recognition is realized. The test and analysis results on the data set show that the algorithm can recognize the dance movement and improve the accuracy of the dance movement recognition effectively, thus realizing the movement correction function of the dancer. (shrink)

This paper mainly analyzes the theories related to the financial risk of the company and combines the principles of principal component analysis, particle swarm optimization algorithm, and artificial neural network to derive the financial risk index system of the company. To improve the accuracy of financial risk prediction, principal component analysis and particle swarm algorithm are applied to optimize the BP neural network model, the input data of the prediction model is improved, and the optimal initial weights and thresholds are (...) given to the BP neural network by using particle swarm algorithm search, whereby the financial risk prediction model of particle swarm optimization BP neural network is constructed. The empirical results show that the model constructed by BP neural network not only has a high accuracy rate for static financial risk evaluation but also has a better prediction effect. After training and testing, the BP neural network-based enterprise financial risk evaluation model can accurately determine the existing financial situation of enterprise financial management and has a good prediction effect. Our research method is a fusion of the processing of the two methods, which belongs to the first integration of results. (shrink)