bluuebunny/crossref_metadata_2025 huggingface dataset:
Study on the Legal Regime of Energy Corridor Governance under the "Belt and Road" Initiative
Authors: Deng Yanzong
Published: June 2024

The "Belt and Road" is closely linked to the concept of a community of shared destiny, and involves political, economic, cultural, energy and other aspects of cooperation between China and the countries and regions along the route, of which energy cooperation is an important part of the "Belt and Road", and energy corridors are the focus of sustainable cooperation in the energy sector. Energy cooperation is an important part of the "Belt and Road", and energy corridors are the focus of sustainable energy cooperation. The energy corridors of the "Belt and Road" are cross-border energy transport corridors, which face greater risks due to their long mileage, large-scale investment and long cycle. However, there is no unified international energy organisation, and international energy laws and regulations are scattered in various international treaties, which makes the system confusing and fragmented, and fails to meet the needs of energy corridor governance in the context of the "Belt and Road" initiative. This paper gives relevant suggestions on the improvement of the legal system for the governance of international energy cooperation corridors in the context of the "Belt and Road" Initiative from four aspects: improving the legal basis, clarifying the main body of responsibilities, clarifying the jurisdiction, and improving the dispute settlement mechanism. It provides theoretical support for the improvement of the legal system of energy corridor governance in the context of the "Belt and Road" initiative, and promotes the construction of the "Belt and Road" regional energy community of destiny.
Stress Reduction Program Design for High School Teachers in a Private School in Jiangsu Province
Authors: Liu Kexin
Published: June 2024

With the continuous development of the times, the reform of China's education system is deepening, and science and technology are gradually penetrating into education, which brings certain challenges to the teaching work of high school teachers. At the same time, since 1977, the college entrance examination has been given important significance by the society as a whole and is recognized as an important breakthrough point in life. Under the influence of the college entrance examination system, high school teachers have to bear more pressure compared to teachers in other basic education levels. Therefore, based on reviewing the literature, this study used the questionnaire survey method and interview method to investigate the stressors of high school teachers by taking high school teachers of a private school in Jiangsu Province as the research object, and designed a stress reduction program for high school teachers of this private school in response to the findings of the study. Through the study, it was found that high school teachers in this school mainly have the pressure of teaching work, the pressure of work other than teaching, the pressure of interpersonal communication, the pressure of school management, and the pressure of the society, and finally, the stress reduction program for teachers was designed to alleviate the pressure of teachers' work, so as to promote the physical and mental health development of teachers and serve the cause of education in a better way.
Can Fintech mitigate business risks?--Evidence from the Chinese market
Authors: Xiong Beijia , Yang Bobin , Xu Haoyu
Published: June 2024

Fintech is an important supplement to the traditional financial system, and its development is a good medicine to alleviate the financing constraints and business risks of enterprises. Based on the data of listed enterprises from 2004 to 2021, this paper adopts the method of panel linear regression to explore the impact of the level of Fintech development on the operating difficulties of local enterprises. The results show that increasing the level of Fintech development can effectively reduce the business risks faced by enterprises, and the conclusion still holds after a series of robustness tests such as adding control variables, replacing explanatory variables, multiple fixed effects, and changing the time interval. The mechanism analysis shows that the level of Fintech will affect the business risk of enterprises by changing the book-to-market ratio, and the heterogeneity analysis shows that the impact of Fintech on the business risk of private enterprises as well as non-Big 4 audited enterprises is more significant. The policy implication of this paper is that the government should actively guide, support and regulate the development of Fintech in different regions to provide policy support and guarantee for enterprises to reduce their business risks. However, attention should also be paid to balancing the relationship between innovation and risk management, data security and privacy protection to ensure the sustainable development of Fintech.
Transformation of Management Accounting Informationization Based On Financial Sharing
Authors: Cheng Jialing , Shan Xiong
Published: June 2024

Nowadays, with the popularization of Internet technology, big data and other technologies, the society is gradually moving towards the information age, and enterprises need to deal with financial information more efficiently, and the application of management accounting information has emerged. With the gradual maturity of the application of the financial sharing model and the rapid development of the Chinese market, many enterprises try to establish financial sharing centers to realize the transformation of management accounting informationization. The informatization transformation of management accounting promotes internal communication and decision-making and improves the external competitiveness of enterprises. Through the establishment of financial sharing, optimization and upgrading after establishment are the steps of financial management, organizational management and decision-making management of enterprises.The successful experience of management accounting informatization transformation in Company X reveals that it is crucial to actively establish financial sharing and transform management accounting informatization.
Assessing the Impact of Crossfit Exercise - Based Fitness Activities to The Physical Fitness of Line Dancers
Authors: Shao Jie
Published: June 2024

Experimental analysis and research were conducted on the practice and application effects of CrossFit training for line dance athletes at Chengdu University. The CrossFit training program lasted for six weeks, and the researcher collected data through observation and notes during the actual experiment. The specific experimental results showed that CrossFit training significantly improved the strength of the students. In terms of balance training, the pre-training group who did not undergo CrossFit training, had noticeably lower balance abilities compared to the post-training group. This indicated that CrossFit training is greatly beneficial for linedance athletes. Regarding flexibility, the post-training group, who underwent CrossFit training, exhibited noticeably higher flexibility compared to the pre-training group. In terms of speed, the post-training group's speed significantly increased after CrossFit training, suggesting that it greatly enhances the speed of linedance athletes. Based on these results, the paper specifically presented training plans and suggestions. The recommendations highlighted that each athlete's physical constitution and capabilities and responses. Therefore, the first step is to devise training plans. CrossFit training has proven to be highly effective in improving muscle strength, flexibility, and balance. Hence, the next step is the comprehensive application of CrossFit training, followed by focusing on flexibility and balance training, such as schedule at least one day of yoga or Pilates training per week; Strengthening speed and agility exercises, such as short-distance sprints and agility training at least twice a week.  Pay attention to personalized training and establish a regular evaluation mechanism.
Research on Analysis and Optimization Strategies of Empresses in the Palace
Authors: Su Jinze
Published: June 2024

This research delves into the intricacies of marketing strategies employed for the Chinese historical drama series “Empresses in the Palace." This study reveals vital insights through a comprehensive analysis of the existing marketing approaches and the unique challenges the historical drama genre poses. The “Empresses in the Palace” marketing strategies demonstrated innovation and creativity against intense competition within the historical drama landscape. Bridging the historical-contemporary gap and sustaining viewer engagement emerged as prominent challenges. This research has proposed various strategies tailored to address these challenges effectively. These strategies encompass diversified trailers, interactive engagement initiatives, and the integration of augmented reality experiences, aiming to optimize marketing endeavors. They seek to captivate contemporary audiences and maintain their interest throughout the series. The significance of the findings extends beyond this singular case, offering valuable lessons for historical drama marketing and its broader implications for the entertainment industry. This research recognizes the need for ongoing adaptation and innovation in engaging audiences with captivating historical narratives.
Development of the best investment strategy for insurance companies based on ARIMA-SVM
Authors: Long Yanxin , Wang Jingyi , Dong Ke
Published: June 2024

The purpose of this article is to develop the best investment strategy for insurance companies in the context of extreme weather, aiming to improve the profitability of insurance companies and reduce investment risks. This research focuses on Asia and North America, and constructs an ARIMA model to accurately predict the frequency of extreme weather in the next decade. At the same time, a comprehensive evaluation model was constructed by combining the entropy weight method to quantitatively evaluate the payment ability of local residents. On this basis, the SVM classification model was established to predict whether the insurance company should be insured in a certain place, and the performance of the model was deeply analyzed, and the recall rate and accuracy of the classification model were 0.93 and 0.94, respectively, indicating that the model had good reliability. After a series of rigorous model analysis and data validation, it was finally concluded that China in Asia is the best choice for insurance companies. This strategy not only helps insurers optimize resource allocation, but also achieves stable and sustainable development in the context of complex and volatile extreme weather.
Silent Rebellion: Dialectics of Individual and Collective
Authors: Li Tongfei
Published: June 2024

This review delves into the core social phenomenon reflected in "The Silent Majority"-the conflict between the individual and the collective. By analyzing relevant discussions and examples in Wang Xiaobo's works, it reveals the multiple facets of this conflict, including its manifestation in the specific socio-cultural context of China and its profound impact on individual identity, freedom, and social structure. The paper explores the roots of the individual-collective conflict from cultural, historical, and social structural perspectives and analyzes the manifestations and development trends of this conflict in the ever-changing modern society. It also discusses how to balance individual freedom and collective interests in the face of this conflict and the importance of this balance in promoting social harmony and individual development. Through a detailed analysis of "The Silent Majority" and its corresponding phenomena, this review aims to provide insights for understanding and addressing the complex relationship between individuals and the collective and to propose constructive thoughts and suggestions for contemporary society.
Preface: 7th International Conference on Mechatronics, Control and Electronic Engineering (MCEE 2024)
Authors: Bloor Emmanuel , Wang Rui
Published: June 2024

On behalf of the committee, we would like to thank you for your participation in the 2024 7th International Conference on Mechatronics, Control and Electronic Engineering (MCEE 2024) which has been held in Dallas, USA during April 13-14, 2024. The aim of this conference is to provide a platform for researchers, engineers, academicians as well as industrial professionals from all over the world to present their research results and development activities in mechanical engineering, electronic engineering, mechatronics engineering, control technology, automation, communication engineering, computer science and information technology.
MCEE 2024 provides opportunities for the delegates to exchange new ideas and application experiences face to face, to establish business or research relations and to find global partners for future collaboration. Prominent researchers and scientists from around the world share their latest research results and exchange their ideas. In addition, direct contacts among the researchers and scientists will therefore promote international research networking as well as collaboration in the future.
We would like to express our sincere appreciation to all the participants, financial sponsors, exhibitors, supporting organizations and all the committee members who has made this conference successful. We are looking forward to meeting you in the next MCEE conference.
MCEE 2024 Conference Committee
Dallas, USA
An Explanatory Model for the Impact of Investor Sentiment on Stock Markets Integrating XGBoost and SHAP
Authors: Wang Yuhao , Yun Yifei , Wang Qijie
Published: June 2024

With the widespread popularity of Internet, non-professional individual investors can share information and express their tendency through online forum, exerting a certain influence on the price fluctuations in the stock market. This study has compiled investor sentiment data from the stock forum of Eastmoney.com for the years 2018 to 2022. By integrating this data with the daily return rates of individual stocks in the Shanghai Stock Exchange (SSE), an XGBoost regression model has been established. Utilizing SHAP (Shapley Additive exPlanations) for visualization and analysis, the findings reveal that the daily stock returns exhibit a significant positive correlation with investor positive sentiment and turnover rate, and a significant negative correlation with the number of forum posts. Conversely, there is no significant correlation with metrics such as average number of followers, average reading volume, average number of likes, average net comments, user average influence index, and emotional consistency index within the stock forum. Moreover, in the Chinese SSE market, stocks of different market capitalizations do not display significant differences in sensitivity to investor sentiment. This study contributes novel perspectives and methodologies to the study of investor sentiment, aiding in a more profound comprehension of the behaviors of individual investors participating in stock forum discussions and the consequential impact of such behaviors on the market.
Comparative Study of Chinese and Western Literature
Authors: Atar
Published: June 2024

The purpose of this paper is to comparatively study the differences and commonalities between Chinese literature and Western literature. First of all, the characteristics of the two are compared from three aspects, namely, presentation methods, thematic contents and literary forms. Chinese literature focuses on mood, ambiguity, and emphasizes the natural flow of emotions; while Western literature attaches importance to structure, logic, and pursues innovation in form. In terms of thematic content, Chinese literature tends to express personal emotions and expresses the harmony between human beings and nature and society; while Western literature focuses on the conflict between individuals and society and emphasizes freedom, equality and human rights. In terms of literary forms, Chinese literature coexists in various forms such as poetry, prose and novels, while Western literature takes novels, dramas and poems as its main forms. Secondly, this study explores the reasons for the differences between the two in terms of cultural background, writers' creative concepts and readers' acceptance. Chinese literature is deeply influenced by traditional cultural ideas such as Confucianism and Taoism, emphasizing moral education and philosophy of life; while Western literature is influenced by ancient Greek and Roman myths as well as religious beliefs such as Christianity, focusing on the inner world of man and exploring human nature. In terms of writers' creative concepts, Chinese writers tend to focus on social harmony from the perspective of traditional morality and ethics, while Western writers advocate the liberation of individuality and the pursuit of the realization of personal values. In terms of readers' acceptance, Chinese literature focuses on aesthetic experience and emotional resonance, while Western literature pays more attention to logical reasoning and thinking. The comparative study of Chinese literature and Western literature can help us better understand the diversity of world literature and enrich our concepts of literary aesthetics and creation. At the same time, by learning from the excellent achievements of Western literature, we can promote the innovation and development of Chinese literature.
Academic Self-Efficacy and Sports Mindset among Collegiate Student Volleyball Players in China
Authors: Zhao Liang
Published: June 2024

The global rise in sedentary lifestyles among adolescents, primarily due to insufficient physical activity, presents a significant public health challenge. In China, physical inactivity is prevalent among school-aged children, with concerns over academic scheduling contributing to a decline in physical education programs. Research suggests that engaging in physical activity enhances cognitive function without compromising academic performance. This study investigates the relationship between the sports mindset and the academic and athletic performance of volleyball players, highlighting the impact of psychological factors such as resilience, focus, and confidence. Exploring these dynamics, the research aims to propose practical strategies to enhance both the athletic experience and academic achievement, ultimately supporting the holistic development of student-athletes.
Vocational Education Personnel Training under the Background of Digital Transformation
Authors: Li Jing , Fu Wanying
Published: June 2024

Digital transformation is becoming an unstoppable trend in the field of education, especially vocational education. This trend mainly stems from the needs of information and intelligent social development, which requires that the education system must keep pace with The Times and closely integrate digital technology in order to better train professionals who meet the requirements of the new era. This paper studies the training of vocational education talents under the background of digital transformation from the aspects of curriculum setting, teaching methods and teaching staff.
X-ray Image Recognition of Pneumonia Based on Three Different Neural Networks
Authors: Xiong Haoran
Published: June 2024

With the outbreak of new coronary pneumonia, a variety of pneumonia diseases are emerging, doctors often have misdiagnoses and omissions. To assist doctors in better clinical diagnosis, a variety of high-performance neural network structures have been applied to the X-ray recognition of pneumonia, and the X-ray image recognition accuracy will be improved, will effectively improve the efficiency of the hospital detection, at the same time, can also avoid the patient to miss the best rescue time. To this end, this paper compares and analyses the recognition performance of the three currently used neural network structures in the recognition of pneumonia X-ray images, uses some publicly available datasets and a mixed set composed of different datasets to conduct experiments, and summarises the advantages of the models and the direction of possible improvement. The three neural network models are presented, compared, and analysed to suggest useful references for the recognition of pneumonia X-ray images. Finally, an analysis and outlook for future neural network models for pneumonia x-ray image recognition is presented.
Analysis of the Communication Strategy of Fast Fashion Brand Uniqlo in Cross-Cultural Contexts
Authors: Xiao Aoxue
Published: June 2024

With the globalization of culture and the improvement of economy, overseas sales of big brands have become a major destination. The international fast-paced, high-quality labels with location and mobility advantages have quickly entered the Chinese domestic market characterized by strong demand and demographic dividend, and soon have conquered a market place. Under the current cross-cultural context, whether the product message sent overseas can suit the culture, psychology and customs of the target country, has become a key factor in its determining business success. This article chooses UNIQLO as the main example, put its Chinese Localization strategy under the difference of Chinese and Japanese cultures. Base on the grasp of the status quo of China's fast fashion market, consumers' life attitudes and media habits under the background of economic and social development, uses the theoretical frameworks related to cultural differences to analyze the brand’s cross-cultural explanations of its own concept, the location of the communication Discourse, the choice of media and its communication effect to further promote the understanding of brands’ cross-culture communication and provide reference to fast fashion brands’ communication beyond the boundary.
The Effectiveness of a Role-Play Activity in Practicing EFL Learner’s Communicative Skills
Authors: Zhu Nenghui
Published: June 2024

With the officially publication of General Senior High School Curricular Standards (2017 Edition) and English Curricular Standards for Compulsive Education (2022 Edition), Chinese English education formally steps into the "key competence era". The new standards put forward new ideas, new methods and new theories for English language teaching, and give higher requirements for teachers' "teaching" and students' "learning". Besides, since last century, scholars at home and abroad have carried out studies on “role-playing method” and “communicative skills” respectively, and later results confirmed the positive promotion of role-play activities to the cultivation of communicative skills. Therefore, role-playing method was originally used for theatrical performances and trainings, and then later introduced and widely used in foreign language teaching. The new standards clearly stipulates that it is necessary to "develop language ability, cultivate cultural awareness, improve thinking quality and learning ability". In order to develop learners’ communicative ability, cultivate their key competences and promote all-round development, the effectiveness of a role-play activity in practical EFL learners' communicative skills is worth exploring.
The Application of CRISPR Gene Editing Technology in PET Biodegradation
Authors: Liu Jingtong , Wu Ke
Published: June 2024

Plastics used in people's daily life bring convenience on the one hand, and on the other hand, a large amount of plastic waste also brings great pollution to the environment. Polyethylene terephthalate (PET) is a polymer polymerization material, which has become one of the most widely used plastics in the world because of its durability and easy processing. The stability of the ecological environment around it is seriously threatened by the large amount of PET used and its difficult degradation.PET even endangered human health. The traditional methods of PET treatment are physical and chemical methods such as incineration, landfill, and heat cracking, etc. Comoared with the first two generations of gene-editing system, CRISPR/Cas9 system has the advantage of easy design, low cost and high efficiency. Currently, the most favorable method of treating PET to protect the environment is biodegradation. This paper introduces the nature of PET and the research progress of PET degradation enzymes, seeking to improve the activity and thermal stability of degradation enzymes by CRISPR/Cas9 gene editing technology, this paper explores the construction of mutants with high thermal stability and high degradation activity of the fusion dual enzyme of PETase and MHETase by CRISPR/Cas9 gene editing technology.
Xu Yuanchong’s Theory of “Three Beauties” and His Poetry Translation Practice
Authors: Xu Qin
Published: June 2024

Xu Yuanchong is a master of English translation of ancient Chinese poetry. In the long translation practice, Xu Yuanchong has formed his own unique translation style. He applied Lu Xun’s theory of “three beauties” to English and French translation of classical Chinese poetry, and put forward the theory of “three beauties” in poetry translation, that is, translation of poetry should convey the beauty of meaning, beauty of sound and beauty of form of the original poem as far as possible. At the same time, he pointed out that among the three beauties, beauty of meaning is the most important, beauty of sound is the second, followed by beauty of the form. However, a general survey of Xu Yuanchong’s poetry translation practice showed that in the specific process of poetry translation, Xu started more from the beauty of form, and then to the beauty of sound and beauty of sense, and gradually achieved the perfect state of “three beauties” in poetry translation.
The Impact of Digital Economy Development on Green Technology Innovation
Authors: Wang Ziyi
Published: June 2024

In recent years, China has accelerated the transformation of old and new driving forces, promoting high-quality economic development. How to ensure high-quality economic development while reducing energy consumption and promoting sustainable economic development under the new development pattern has become an important research topic. Through literature review both domestically and internationally, it has been found that research on the impact of digital economy on the development of green technology and the influencing factors of green economy and green finance is a hot topic in the academic community. On this basis, this article will delve into the path of the impact of the digital economy on green technology innovation. Based on panel data from 241 prefecture level cities in China from 2011 to 2022, it will empirically explore the relationship between the digital economy and green technology innovation, and use the mediation effect model to focus on identifying the mechanism of urban financial development level. The study found that the digital economy has become an important force in promoting green technology innovation. The level of financial development is the key intermediary for its effectiveness; The impact of digital economy development on green technology innovation has strong heterogeneity. Therefore, it is necessary to vigorously develop the digital economy, promote regional coordinated development, accelerate the transformation of green economy, and accelerate the development of green economy.
Policy Analysis of the Financial Sector in the Context of Covid-19 the Case of Italy
Authors: Song Yiyang
Published: June 2024

This paper analyses in detail the financial policies adopted by the national financial sector in the context of the covid-19, the study assesses the number and nature of economic policies introduced during 2020 in 10 countries using data from the Kaggle database. And finally, Italy was selected for the specific study, which introduced the greatest number of policies during the year. The study describes the data through tools such as bar charts, pie charts and tables, and employs a three-tiered classification of policies to give more detail to the analysis. The report shows that Italy's primary focus was on the banking sector with a clear emphasis on support for borrowers. In addition, the Italian government's expansionary fiscal policies have played a key role in revitalizing sectors hit hard by the pandemic, including tourism. While these policies improved Italy's economic situation during the pandemic to some extent, the potential impacts, such as an increase in the national deficit and the burden on the Government, merit future study.
An overview of UAV communication technologies
Authors: She Anyi
Published: June 2024

Recently, Unmanned Aerial Vehicle (UAV) as a flexible platform has received extensive attention from scholars at home and abroad. Compared with terrestrial communication, UAV has the unique advantages of high flexibility, wide coverage and no influence of terrain. In this paper, two aspects of UAV outage probability and covert communication are discussed and two system models are established, respectively. In the first aspect, the outage probability expression is calculated using the output SNR, and then the relay drone’s best position is solved in order to minimum outage probability. In the second aspect, in the case of the presence of listener and eavesdropper in the system, the detection performance of the listener is discussed, and then the secure concealment rate of the system is analyzed.
The Influence of Central Ecological and Environmental Protection Supervision on the Performance of Environmental Protection Enterprises
Authors: Qi Rubing
Published: June 2024

Based on the semi-annual financial data of China's listed enterprises from 2017 to 2022, this paper divides the sample enterprises into environmental listed enterprises and other general listed enterprises in the industry of environmental listed enterprises, and evaluates the impact and mechanism of the "Regulations on the Supervision of Central Ecological and Environmental Protection" on the performance of environmental listed enterprises through the difference-difference method. This paper finds that the Regulation reduces the performance level of environmental listed enterprises. The strengthening of regulatory effect and the reduction of innovation input are the important mechanisms. From the perspective of heterogeneity effect, the Regulation has greater inhibitory effect on the performance of private environmental protection enterprises, but has no significant effect on the performance of state-owned environmental protection enterprises. Compared with small-scale environmental protection enterprises, the "Regulations" have less inhibitory effect on the performance of large-scale environmental protection enterprises. After a variety of robustness tests, the conclusions of this study are still valid, which can provide important reference for relevant government departments to formulate appropriate environmental policies and promote the stable and healthy development of environmental protection enterprises.
Nanotechnology Used in Drug Delivery System.
Authors: Chen Qirong
Published: June 2024

This paper mainly focuses on exploring the connection between nanotechnology and drug delivery systems, and how these two can be combined to promote a better response. Nanomaterials are one of the most popular topics nowadays, and drug delivery systems with the help of nanomaterials will have many benefits and drawbacks. Through research, it is hopeful to address these issues to build up a safer drug delivery system. With the development of the biopharmaceutical industry and the rapid iteration of innovative drugs, the problem of insufficient utilization of drug components in the human body has always existed. Nanocarriers help drug molecules enter the body and be transported to the targeted sites in an accurate manner at the right time, improving the efficiency of drug utilization in the human body. To load drugs onto drug carriers, a series of emerging nanotechnology systems are needed. Nano drug delivery systems can increase drug solubility, alter drug distribution within the body, and improve drug targeting, thereby improving treatment efficacy and reducing the incidence of adverse reactions.
Study on the Current Situation, Dilemma and Way Out of International Intellectual Property Disputes of Hubei Enterprises
Authors: Huang Shangshang , Yang Feixue , Wang Yinuo
Published: June 2024

With the steady advancement of economic globalization and the rapid development of knowledge economy, the international market value of intellectual property is increasing day by day, and it has become a new weapon of competition between countries. How to avoid the risk of foreign-related intellectual property disputes and how to rationally use intellectual property rights to safeguard the legitimate rights and interests of Chinese enterprises has become a hot issue. Through case search and investigation, Hubei enterprises as a whole have strong willingness to respond to lawsuits, but their efficiency needs to be improved. On the economic level, the author thinks that we should increase fiscal and tax subsidies, establish enterprise alliances, and set up special funds; At the consciousness level, we should strengthen the publicity and training, and comprehensively improve the awareness of intellectual property protection of foreign-related enterprises in Hubei Province; At the institutional level, we should build a good IP link service platform and improve supporting laws and regulations; Improve the international competitiveness of Hubei enterprises from multiple angles.
Preface: 2nd International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2024)
Authors: Katrine Evangeline , Li Jie
Published: June 2024

The 2024 2nd International Conference on Computer, Machine Learning and Artificial Intelligence (CMLAI 2024) had been held during March 09-10, 2024 in San Francisco, USA. CMLAI 2024 is an international forum devoted specifically to facilitate synergies in research and development in the areas of computer science, machine learning, neural networks, algorithm design, and artificial intelligence. It provides the communication platform for those who are leading experts and scholars from around the world. The development of artificial intelligence and their corresponding technologies and industries has also been regarded as "national development strategy" for the world's leading countries and gradually developed into a new "trump card" in the game between countries.
This conference was attended by over 100 researchers, scholars, academic and industry experts from many countries. During the two-day conference, 4 keynote speeches with topics on cloud computing, machine learning, neural networks, and artificial intelligence were delivered. And 36 oral and invited presentations were presented and discussed in-depth in 4 technical sessions, with interactive communication among the attendees. The conference successfully promoted exchanging new ideas and perspective discourse among the participants in their respective fields.
CMLAI Organizing Committees
San Francisco, USA
Impact of Fan Position and Speed Adjustments in Glass Greenhouse Environments
Authors: Huang Junjie , Du Yingxiong
Published: June 2024

In the context of the contemporary development of precision agriculture, glass greenhouses, as an important infrastructure for enhancing crop production efficiency and quality, have become a frontier area of agricultural science and technology innovation for the internal microenvironmental regulation, especially the optimization of airflow dynamics and temperature distribution. In this paper, the study is based on the three-dimensional turbulence model equations of Reynolds number and Darcy-Forkheimer law, and modeled the cases without and with crops, simulated their different wind velocity and temperature, generated the corresponding simulation diagrams and analyzed them, and the results show that changing the Wind velocity to 3m/s or changing the fan position to 1m is a better condition than that with Wind velocity of 2m/s and fan position of 1.3m. In this study, it was found that both variables, Wind velocity and fan position, could affect the growth of crops in glasshouse, excluding most of the factors.
Research on the Influence Mechanism of Green GDP, Green Network Security, and Digital Economy Based on Gray Correlation Model
Authors: Chen Chenyang , Lin Siyan
Published: June 2024

This paper explores the impact that using GGDP (Green GDP) as an important indicator of a country's economic health will have on global climate mitigation. The GGDP values of 24 EU countries are calculated based on Eurostat data, and greenhouse gas emissions, precipitation, etc. are selected as variables, global data are collected for five years from 2015 to 2019, and the expected impact is estimated using gray correlation model and ridge regression model, which concludes that GGDP is negatively correlated with the climate indicators, and has a significant impact on climate mitigation. The resultant research is applied to the impact of green network security on network ecology and digital economy, selecting network ecological cleanliness, network energy utilization efficiency, and network security inputs as variables to be applied to the model, and the study concludes that green network security has a positive positive impact on the digital economy, and can promote the sustainable development of the digital economy.
Business Management Goal Setting and Performance Appraisal Strategies of Development
Authors: Lian Ziyue
Published: June 2024

The purpose of this paper is to explore the issue of management optimization in construction engineering cost consulting enterprises, and to provide scientific and reasonable management methods and strategies for enterprises to improve their management level and overall competitiveness by studying and analyzing the formulation of goal setting and performance evaluation strategies. This paper adopts the method of combining literature review and case analysis to conduct research. Firstly, through reviewing relevant literature, we understand the relevant theories and practical experience of goal setting and performance evaluation; then, combined with the actual situation of engineering cost consulting enterprises, we conduct an in-depth analysis and research on the goal setting and performance evaluation strategy of enterprises; finally, through the method of case study, we conduct an empirical research on the management optimization of enterprises, and verify the effectiveness and feasibility. The findings of this paper include the following: 1. Key elements of goal-setting and core indicators of performance assessment for engineering cost consulting firms were summarized; 2. Based on the results of the questionnaire survey and the case study, a performance appraisal strategy for different positions and levels is proposed; 3. Based on the results of the empirical study, the effectiveness and feasibility of the goal-setting and performance assessment strategies were verified. Through researching and analyzing the management optimization problems of construction engineering cost consulting enterprises.
Autonomous Robot Adopting Multi-Axis Robotic Arm and ACO Algorithm
Authors: Wang Changle
Published: June 2024

The autonomous robot being introduced aims to facilitate activities in hospitals, especially in the isolation wards, and bio/chemical laboratories. The text begins with introducing the parallelogram design of the robot, which permits 3 degrees of freedom (DoF), comprising 2 translational axes and 1 rotational axis. Macanum wheels provide high maneuverability and dexterity regarding robot motion, and its dynamic kinematic analysis is encompassed in the passage. Then, the essay specifically explains the methodology for testing the robot’s path-planning competence. Adopted by the robot, ant colony optimization (ACO) is a route-planning algorithm that has strong potential. It can deal with convoluted map configurations and has the value of incorporating advanced route planning and mapping technologies including SLAM. The essay then displays and analyzes the results from the test runs by inserting ACO into the route planning of a hospital map. Finally, the essay elicits the challenges and discusses the opportunities that the technologies being applied and how can the entire robot design be elaborated for a higher investigation value.
Application of Computer Big Data Technology in Groundwater Environment Modeling of Framed City
Authors: Tian Yuping
Published: June 2024

In this paper, GIS theory and method are used to establish the analysis model of groundwater dynamics, chemical field and groundwater environment evolution. The corresponding system functions are realized by programming. A discrete model of aquifer medium space is established and numerically simulated. The technical framework aims to simplify the finite element analysis process, optimize the calculation efficiency of the model, and realize the 3D visualization of the finite element numerical simulation of groundwater and the calculation results. The feasibility and effectiveness of this method are proved by a case study.
An Investigation Report on the International Communication Effect of Liuzhou Bridge Culture
Authors: Lin Tongxin , Zhou Liuqin
Published: June 2024

This research takes Liuzhou Bridge as the research object, adopts the questionnaire survey method, the field investigation method, the literature retrieval method and the network retrieval method and so on many kinds of research methods, has carried on the research to Liuzhou Bridge Culture's international dissemination effect. The survey results show that there are some problems in the international communication of Liuzhou bridge culture, such as limited communication channels, single communication content, and poor communication effects. This study believes that in view of these problems, we should strengthen the construction of communication channels and expand diversified communication methods; Enrich the communication content and show the unique charm of Liuzhou bridge culture; Improve the effect of communication and strengthen interaction and communication with international audiences. The implementation of these countermeasures will help to improve the international reputation and influence of Liuzhou bridge culture, and promote cultural exchanges and interactions.
Model for Evaluating the Impact of the Illegal Wildlife Trade
Authors: Yu Ning , Xu Tianheng
Published: June 2024

The calculation of the impact score of illegal wildlife trade is of great significance for the protection of wildlife. In order to accurately calculate the illegal wildlife trade impact score, this paper constructs the illegal wildlife trade impact (SEN) evaluation model based on the combined weighting method of hierarchical analysis, coefficient of variation method and CRITIC weighting method, and selects 11 second-level indexes from the three aspects of society, economy and nature. The model calculation shows that from 2009 to 2023, the scores of social, economic and natural develop in a decreasing trend from 73, 63 and 56, respectively.
A Study on the Development and Change Strategies of Domestic Road Films in China
Authors: Zhang Rongchen
Published: June 2024

The analysis in this paper focuses on the Chinese domestic road movie, a film genre that has a late but promising start in China. The material for Chinese road movies often comes from people’s lives, but some trends in recent years have proved that Chinese road movie creators are trying to use road movies to show people’s inner desires, which are different from those in the past. The purpose of studying the development and changing strategies of road films is to promote the development of Chinese-made road films in the future and to find breakthroughs for developing Chinese road films in a social environment where pressure is gradually increasing. After introducing the development of Chinese road movies at various stages, based on the status quo of Chinese road movies in the past, the author points out the problems in the development process of Chinese road movies in terms of the solidification of the mode, the mishmash of genres and the spiritual kernel that has been gradually exposed. In the face of this situation, the author makes three suggestions in the light of the spiritual core of Chinese people and the current situation of modern society.
The Practical Application of Twenty-four Seasonal Pulp Painting in Elementary School Teaching
Authors: Xiang Ting
Published: June 2024

The purpose of this paper is to explore the practical application of twenty-four solar terms pulp painting in elementary school teaching. By introducing the concepts and cultural connotations of the twenty-four solar terms, combined with the age characteristics and aesthetic needs of primary school students, it proposes a method of utilizing papier-mâché paintings in classroom teaching for the creation of solar term themes. This practice can help students increase their understanding of traditional Chinese culture and cultivate their sensitivity to the natural environment and artistic expression ability. The article also discusses how to design specific pulp painting projects that incorporate the characteristics of the twenty-four solar terms, guide students' creative expression in teaching, and demonstrate their understanding and imagination of the festival culture. Finally, it concludes that through the practice of twenty-four seasons pulp painting, it can promote the development of students' comprehensive literacy, while providing an interesting and educational art experience for primary school students.
Bank Risk Assessment under COVID-19 Crisis
Authors: Ye Fangyi
Published: June 2024

The global economy is showing signs of gradual recovery after experiencing stagnation during the COVID-19 epidemic. However, one major concern in the United States is the persistently high inflation rates observed in recent years. To address this issue, the United States has initiated a continuous interest rate increase plan as a measure to slow down the country's economic growth. While this strategy aims to curb inflation, it has created a series of challenges, particularly for the banking industry. The repercussions of these interest rate hikes have extended to various sectors of the economy. Notably, the technology sector has felt the pinch as higher borrowing costs have dampened the momentum of technology stocks, resulting in a decline in valuations for technology companies. Silicon Valley Bank, a financial institution heavily reliant on the technology industry, has also experienced the adverse effects of these interest rate hikes. Perhaps one of the most contentious developments resulting from these actions was Credit Suisse allowing UBS to acquire it at a price significantly below its market capitalization—approximately a quarter of its market value. This move was driven by concerns about preventing systemic risks. In sum, the far-reaching and, in some cases, severe consequences of the Federal Reserve's interest rate hike strategy underscore the critical importance of striking a balance between economic growth and inflation control.