bluuebunny/crossref_metadata_2025 huggingface dataset:
Federated Learning-based Financial Risk Early Warning Model for Baijiu Enterprises
Authors: He Shijie , Yang Xiaoyu
Published: September 2023

As the development of economic globalization deepens, the early warning and management of corporate financial risks have become increasingly crucial. This paper addresses the characteristics of the baijiu (Chinese liquor) industry and proposes a federated learning-based financial risk early warning model to achieve a balance between data sharing and risk prediction among baijiu enterprises. Through federated learning, different enterprises can collaboratively train an early warning model while safeguarding data privacy, thereby enhancing prediction accuracy and comprehensiveness. This paper begins by reviewing federated learning and the field of financial risk early warning. It subsequently presents the model's design and implementation, and concludes by demonstrating the model's effectiveness and superiority in baijiu enterprise financial risk early warning through experiments.
An Exploration of Jeremy Bentham's Utilitarian View of Politics
Authors: Wen Tingrui
Published: September 2023

In response to the injustice and confusion in the legal and political fields of 18th-century England, Jeremy Bentham systematically proposed a utilitarian system and its penalties based on David Hume’s moral emotionalism and Beccaria's principles of legislation. Specifically, with a view of Minarchism, he proposed a comprehensive and radical plan for parliamentary reform in terms of the right to vote, the establishment of institutions, parliamentary procedures and the qualifications of parliamentarians in order to avoid corrupt practices, while at the same time emphasizing crime prevention, calling for leniency in penalties, the establishment of a sound and clear legal system and the reduction of the cost of defence to provide for his ideal political environment. Not only did he pioneer utilitarianism in theory, but he also contributed to the reform of the 1832 Parliamentary Reform and the improvement of the legal code.
Research on the Strategies of Human Rights Governance to Promote Refugee Integration and Social Stability
Authors: Ma Xinyuan
Published: September 2023

This paper aims to explore the strategy of human rights governance to promote the integration of refugees and social stability, and put forward relevant research conclusions. The integration of refugees and social stability have become the focus of attention of governments and the international community. As an important political and legal mechanism, human rights governance has the functions of safeguarding human rights and promoting social justice. This paper analyzes the key issues and challenges of refugee integration, including education, employment, housing and so on. In addition, this paper also discusses the influence of human rights governance on social stability. By safeguarding refugees' basic rights and social justice, human rights governance can reduce conflicts and inequalities between refugees and local residents, thus promoting social harmony and stability. Finally, this paper puts forward some strategies to promote the integration of refugees and social stability, including strengthening international cooperation, improving laws and regulations, providing social support and establishing multicultural exchanges. These strategies aim to provide reference for the government and the international community, so as to better deal with the refugee problem and promote their integration and social stability.
Design of Air Quality Detection System Based on MCU
Authors: Tang Chilian
Published: September 2023

Because of the deterioration of air quality, haze weather phenomenon increased, the phenomenon of increased harm. Many regions in China incorporate the haze phenomenon into the fog as a disastrous weather warning and forecast. Collectively known as“Haze Weather.”. The haze mainly consists of PM2.5, PM10, PM0.1 and heavy metals such as nickel, arsenic, chromium and lead. There have been a number of major smog-related incidents, such as the Great Smog that killed more than 4,000 people in four days and the Beijing smog epidemic in early 2013. Therefore, the measurement of PM2.5 becomes more and more important. This design uses STC89C51 single-chip microcomputer as the control center, by GP2Y1010AU0F dust sensor to measure the air dust concentration, LCD1602 display display current air dust concentration. According to the set alarm value alarm prompt, the corresponding color indicator light is lit, the system circuit is simple, stable, high integration, easy debugging, high testing precision, has a certain practical value.
Study on The Attenuation of Acoustic Emission Signals from Plastic Pipes
Authors: He Xun , Li Jun
Published: September 2023

Buried plastic gas pipelines are widely used and have high safety requirements, so research into leak monitoring techniques has been of considerable interest. This paper combines theoretical and experimental studies of the attenuation characteristics of plastic pipe leakage acoustic emission signals to provide technical support for the use of acoustic emission technology to monitor plastic pipe leakage and failure.
Progress of Water and Salt Transport in Saline Lands and Hydrus Model: A Review
Authors: Zhang Qingqing , Shen Xiaojing
Published: September 2023

The key to saline land management and improvement is to understand the soil water and salt transport laws and to carry out scientific regulation. In order to propose a scientific and reasonable model for soil salinity control, it is necessary to study the principle of water and salt transport in soil, the transport law with time and space, which is also the theoretical basis for understanding the occurrence and evolution of saline soils in the region and preventing secondary salinization of soil. In recent years, the study of water-salt transport and its simulation model has become one of the research hotspots in the field of agriculture, especially in the northwest of China. This paper systematically summarizes the research progress and applications of water-salt transport characteristics, models, influencing factors and the popular software Hydrus at home and abroad, and summarizes the advantages and disadvantages of the models and the influencing factors of water-salt transport, and introduces the research results of many scholars in the field of water-salt transport, and gives an outlook on the future research and development trend of water-salt transport.
Performance Analysis and Prospect of Piezoelectric Ultrasonic Transducers Based on Vibration Modes
Authors: Pan Jingxi
Published: September 2023

With the maturity of ultrasonic transducer technology, as a traditional ultrasonic transducer, piezoelectric ultrasonic transducer has leaped into the public view. This article briefly summarizes the development of ultrasonic transducers and the classification of piezoelectric ultrasonic transducers. In practical applications, different piezoelectric ultrasonic transducers are mostly selected based on the different sound source vibrations in the application scenarios. The principle analysis and structure introduction of longitudinal vibration type ultrasonic transducers, longitudinal bending vibration mode conversion type ultrasonic transducers, and torsional vibration piezoelectric ceramic ultrasonic transducers are conducted respectively, and the application fields are pointed out. Besides, heat dissipation is an important link that affects the energy transfer efficiency of piezoelectric ultrasonic transducers. For traditional air-cooled heat dissipation and phase change heat dissipation, the heat dissipation ability is investigated and analyzed separately, and the advantages and disadvantages of the two are compared. It is concluded that phase change heat dissipation can effectively solve the impact caused by excessive temperature difference inside the transducer, while traditional heat dissipation methods cannot solve this problem.
Overview of Oil-water Two-phase Flow Pressure Drop Theory
Authors: Jia Shuaihu , Zhang Chenyu
Published: September 2023

This is a review of the existing pressure drop theories for dispersed and annular flow in oil and water phases in straight wells is presented. The flow classification criteria, pressure drop calculation methods are outlined. For the dispersed flow, the homogeneous flow model and the two-fluid model are introduced. The key to the pressure drop of the homogeneous flow is the calculation of the frictional resistance, and the two-fluid model focuses on the drag force between the two phases. And for the core-annular flow, the two-fluid model is used to focus on the interference between the two-phase interface.
Feasibility Analysis of Drilling with Liquid Nitrogen in High Temperature Geothermal Wells
Authors: Zhang Wenping
Published: September 2023

The main costs of developing geothermal processes are concentrated in the project of drilling, accounting for more than 70% of the total budget. Inspired by thermal stimulation technology，a new concept of drilling with liquid nitrogen was presented in this paper. The main objective of this paper is to investigate the effect of rapid cooling on bit-rock interaction and the feasibility of drilling with liquid nitrogen. Through the hardness test experiment results, it showed that the thermal stress caused by rapid cooling can reduce the resistance of indenter invades the rock. Then the micro-bit drilling experiment results indicated that liquid nitrogen can eliminate the thermal damage and enhance the wear resistance, which is the main factor affected the life and footage per bit in geothermal drilling. The negative effect is that liquid nitrogen increase the rock failure resistance slightly and need about 8% more mechanical specific energy compared with drilling with air, but the increase about 8% in mechanical specific energy is affordable to drilling engineers. All these results showed that drilling with liquid nitrogen is beneficial to improve the life and footage per bit, reduce non-production time and reduce drilling costs, it is a promising technology in geothermal engineering.
Status Quo and Resource Utilization Technology of Sludge Treatment and Disposal
Authors: Zhang Demeng , Luo Litao , Wei Yunyun , Chen Shan , Huang Hanfeng
Published: September 2023

With the development of China's economy and the improvement of people's quality of life, the per capita sewage output has increased, resulting in an increase in the treatment load of the sewage plant, which in turn will increase the sludge output of the sewage plant. Sludge contains a large number of recyclable substances, at present, China's sludge treatment and disposal technology, has not been completely completed the stabilization treatment, it is difficult to talk about the resource utilization of sludge. Moreover, there is a serious phenomenon of "heavy water and light mud" in China, with high treatment costs, imperfect treatment technology, and low resource utilization. This paper expounds the treatment effect of China's current treatment and disposal technology, analyzes the development trend of sludge treatment technology, improves the utilization rate of sludge resources and reduces treatment costs.
Research on Lightweight Structure of New Energy Vehicle Power Battery Package
Authors: Xi Lin , Wang Longjie , Zhang Haoxiang , Luo Xiao , Wang Qian
Published: September 2023

In the past few decades, research on battery pack boxes has mainly focused on functionality, and now there has been research on other aspects of performance, such as lightweight design. Currently, demand also considers these factors when purchasing. In this paper, the power battery case of a pure electric vehicle is taken as the research object. Based on the analysis of its structural characteristics, a three-dimensional model is established. Based on the ANSYS software, the two optimization methods of topology optimization and size optimization are compared. After topology optimization, the weight of the case is reduced by 5%, and the weight is reduced by 15% through size optimization.
The Feasibility Study of “Manipulation” and “Rewriting” theory on Guiding English Translation of Petroleum Science and Technology
Authors: Chen Siteng
Published: September 2023

In the existing literature, there are many translation theories to guide the translation practice of petroleum science and technology English, such as communicative translation theory, text type theory, interpretive theory and so on. But a few people regard André Lefevere’s “manipulation” and “rewriting” theory as the guiding theory of English translation of petroleum science and technology. Therefore, this paper aims to introduce the content of this theory and compare the advantages and disadvantages of the theory with other translation theories in petroleum text to analyze the feasibility of the theory as a guiding theory in science and technology translation.
Fruit Freshness Detection Based on YOLOv8 and SE attention Mechanism
Authors: Wei Zihe , Chang Miaosen , Zhong Yipeng
Published: September 2023

Fruit is a crucial component of daily diets, emphasizing the importance of ensuring its freshness. Our proposed method utilizes YOLOv8 and SE attention mechanism for detecting the freshness of fruits. Our method balances accuracy and real-time performance while detecting the freshness of different types of fruits. The proposed method achieves an average accuracy of 87.8% and a maximum accuracy of 95.0% for detecting the freshness level of a single fruit category. Experimental results confirm the effectiveness of our proposed method in accurately detecting and localizing the freshness level of fruits, demonstrating its potential for wide application and promotion in the fruit industry.
Research and Performance Optimization Significance of Perovskite Solar Cells
Authors: Liu Xinnan
Published: September 2023

This article introduces the development history and current research status of perovskite solar cells, and focuses on the performance optimization of perovskite solar cells, including the selection of materials, improvement of photovoltaic conversion efficiency, and enhancement of stability.
Production Capacity Prediction of Fractured Horizontal Wells Based on XGBoost
Authors: Fu Yu , Zhang Mingzhou
Published: September 2023

Accurate prediction of the productivity of tight gas fracturing horizontal wells has important practical significance for optimizing development strategies and improving production efficiency. In view of the limitations of traditional methods in terms of assumptions and lack of historical data, as well as the complex nonlinear relationship between geological and engineering parameters, this paper takes the tight gas fracturing horizontal wells in Block S of Ordos Basin as an example, and uses Spearman correlation analysis to determine the main control factors of post fracturing production; Combining geological and engineering parameters, a horizontal well fracturing productivity prediction model is established based on XGBoost algorithm. The results show that the average error is 11.47%, which can better realize the accurate prediction of post fracturing productivity and provide an important scientific basis for the economic development of tight gas fields.
Research on Energy Efficiency and Carbon Reduction in the Construction Industry under the "Dual Carbon" Goal
Authors: Ji Xinying , Shu Fanghua
Published: September 2023

This article focuses on the issue of building carbon emissions reduction in Jiangsu Province. Based on the building energy balance equation and the mathematical model of air conditioning work, weighted evaluation and principal component analysis methods are used to evaluate the energy efficiency of buildings, and the carbon emissions of the entire construction process in Jiangsu Province in 2023 are predicted. To achieve the "dual carbon" strategic goal, it is recommended that Jiangsu Province pay attention to the use of green and environmentally friendly materials and equipment in the design and construction process of low-carbon buildings, strengthen energy management and monitoring, encourage the use of renewable energy, improve building energy efficiency, and reduce energy consumption and carbon emissions. At the same time, the government should increase financial subsidies to support innovation in environmental protection technology and the development of low-carbon industries, promote the formation of a good atmosphere for society to participate in low-carbon energy conservation, and thus promote the sustainable development of the construction industry in Jiangsu Province.
Research on the Application of AI Frame Compensation Technology in Videos
Authors: Wang Endong
Published: September 2023

Booming AI (Artificial Intelligence) technology, amid advance in computer science, is assuming a vital role permeating all levels of people's lives and jostling for widespread attention. Asking for perspectiveness by the video industry for production technology labels AI technology as a means of great significance in the creation of videos, especially in frame compensation. This paper is to cotton on features and prevailing AI frame compensation, sum up its application in image creation, and concludes deficiencies and prospects therefrom, so as to chart course for the future development and research of imaging workers and scholars in the field.
Current Situation and Control Measures of Heavy Metal Pollution in Farmland Soil
Authors: Xiao Xinyi
Published: September 2023

With the acceleration of urbanization and industrialization, soil heavy metal pollution has become a widespread environmental issue of concern both domestically and internationally, and has seriously threatened the stability of the Earth's ecosystem and the safety of human life. Therefore, it is urgent to address soil heavy metal pollution. Based on the reality of soil heavy metal pollution in China, this paper analyzes the main sources of heavy metal pollution in farmland soil, and proposes targeted remediation measures for soil heavy metal pollutants through physical, chemical, and Bioremediation technologies, with a view to providing reference and reference for the alleviation of farmland soil safety problems in China.
T-C20 Carbon: A Three-Dimensional Topological Carbon Allotrope Constructed from Zigzag Carbon Chains
Authors: Peng Li , Yuan Jiaren , Xie Yue-E
Published: September 2023

Carbon materials have attracted much attention due to their excellent electronic structure and topological properties. By linking the zigzag carbon chains with carbon dimers, we propose a new stable three-dimensional (3D) carbon allotrope: T-C20 carbon. This carbon structure has four nodal lines in the Brillouin zone (BZ) protected by mirror symmetry. Moreover, T-C20 carbon exhibits strong anisotropic optical properties and strong absorption in the whole infrared, visible and ultraviolet regions, which is suitable for the broadband photodetector. Our research provides a new idea for the construction of novel 3D topological carbon allotropes.
Strategy for Enhancing Core Competitiveness of Innovative Enterprises in the “Internet+”Era
Authors: Wang Zhangyi
Published: September 2023

For innovative enterprises, the advent of the ‘Internet+’era means they need to utilize advanced information technology to adjust their management and operational models and core technologies, thus enhancing their core competitiveness. This paper focuses on innovative enterprises in the ‘Internet+’ era. Firstly, it reviews relevant theories on core competitiveness of innovative enterprises. Secondly, it explores the current development status of innovative enterprises in the ‘Internet+’ era and conducts a SWOT analysis. Thirdly, it empirically analyzes the core competitiveness of typical enterprises using factor analysis, and subsequently ranks their core competitiveness. Finally, it proposes strategies for enhancing core competitiveness in the ‘Internet+’ era from three perspectives: profitability, scale and research capability, and macro-market environment, providing decision-making reference for deep cooperation among enterprises and the enhancement of core competitiveness for innovative enterprises.
Lithium Battery SOC Estimation Based on Multi-Head Attention Mechanism and GRU Algorithm
Authors: Li Xueguang , Dumlao Menchita F.
Published: September 2023

Pure electric vehicles have been widely used due to their non-pollution, low noise, high energy conversion efficiency and other advantages. SOC (State of Charge) is a crucial indicator for lithium batteries and pure electric vehicles. SOC cannot be directly measured. This article designs a new network structure. It is the GRU-Attention network structure. The stacked GRU algorithm in GRU-Attention network extracts the temporal characteristics of lithium battery test data, and the stacked multi-head self-attention network extracts the global information. The GRU-Attention network can avoid long-term dependency and gradient disappearance problems. The proposed network utilizes Stacked FFN as the dense layer. This article will test the network designed in the public data set at the University of Maryland. Simultaneously, this article compares the effects of different BatchSize on the performance of the algorithm. The network training process converges more effectively with a smaller BatchSize. Both too large and too small BatchSize have a negative impact on the generalization performance of the network. The extraction of the time-order character, however, may be hampered if the timestamp is too small. At the same time, the paper also compares the GRU-Attention network horizontally with the GRU and Attention networks. Eventually, the GRU-Attention network proposed in this article could better meet the estimate of the lithium battery SOC.
Effect of Fiber Dosage On Mechanical Properties Of Geopolymer Mortar Under The Coupling Of Sulfate Erosion And Dry-Wet Alternation
Authors: Zhang Yan , Hu Xianyue
Published: September 2023

Coastal buildings are susceptible to long-term sulfate erosion and alternating wet-dry cycles, leading to rapid degradation in mechanical properties and durability. Therefore, there is an urgent need to find a construction material that is superior to ordinary silicate concrete. Geopolymer concrete, an innovative environmentally-friendly material, offers advantages like early strength, fire resistance, and durability. Research reveals that even after sulfate erosion, geopolymer concrete outperforms regular silicate concrete in terms of mechanical properties and durability. However, geopolymer concrete suffers from high brittleness. A remedy is found in the incorporation of fibers, which substantially enhances its mechanical properties and durability. This study investigates the influence of carbon fibers and polypropylene fibers on the mechanical traits of metakaolin-geopolymer mortar, exposed to sulfate action and wet-dry cycles for 60 repetitions. Results indicate that the addition of 0.6% carbon fibers yields the highest compressive strength, while a 1:1 combination of carbon and polypropylene fibers produces peak flexural strength. Scanning Electron Microscopy (SEM) and Energy-Dispersive X-ray Spectroscopy (EDS) confirm uniform fiber distribution within the mortar, reinforcing material bonds and retarding crack propagation. Consequently, mechanical properties and durability are improved.
Transmission Scheme Design of Gearbox for 15MW Offshore Semi-direct-driven Wind Turbine
Authors: Chi Zhipeng , Gao Qingfeng
Published: September 2023

In order to further improve the reliability of wind turbine operation, reduce manufacturing, installation and maintenance costs, and make the size of the gearbox further reduced, in this paper, the gear box design of 15MW offshore semi-direct-driven wind turbine is studied. First, analyze the development trend and demand, draw up the basic transmission plan, then, carry on the gear structure design, use the software modeling, the motion analysis and carry on the check, the life analysis, finally, the design of sealing mode, design box, end cover structure, determine the fastener, connection, design of dust-proof program and design of lubrication. This reduces the weight and volume of the main engine of the medium-speed transmission mechanism of the wind turbine. The obvious benefits are lower overall load, lower difficulty in manufacturing, transportation and installation, lower cost and controllable technology, the market prospects are broad and competitive.
Tile Surface Defect Detection Based on Improved Faster R-CNN
Authors: Che Xuan , Zhu Wenzhong
Published: September 2023

With the increasing population, there is a high demand for housing, commercial buildings, and lifestyle facilities. The development of modern manufacturing technology has led to higher quality control requirements for tiles. This article presents a ceramic tile defect detection method based on Faster R-CNN, primarily focused on detecting surface defects or cracks on tiles. The method replaces VGG16 with the ResNet-101 network as a new backbone and utilizes depth-wise separable convolution to address efficiency issues resulting from the backbone replacement. Finally, Soft-NMS is employed to optimize regression boxes and prevent missed detections. Experimental results demonstrate that the improved algorithm achieves a mAP of 70.4%, a 13.2% enhancement over the original algorithm, highlighting the effectiveness and feasibility of the proposed approach.
Organizational Management: Quiet Quitting's Mitigation Strategies for Organizational Response
Authors: Dai Zhangshuyuan , Li Jinrui , Wang Fushan , Wang Leran , Wang Yihan
Published: September 2023

After the COVID-19 pandemic, the world economy is in a depression and has a high inflation rate, as the unemployment rate gets higher and higher, employment gets lower and lower, young people are very pessimistic about their prospects. Therefore, the employment has become a serious problem in society, which has also caused strong social discontent. Also, all of these factors may lead to a sense of anxiety among today's workers, and it's also accompanied by fatigue, pessimism and insecurity. The status quo of “the rat race” in all fields has become more and more intense under such social conditions. The word “quiet quitting” is widely used by people. The paper will analyze the impact of “quiet quitting” on individuals and organizations and come up with some solutions to reduce “quiet quitting” for organizations, such as job satisfaction and motivation, stress and strains, etc. In addition, this paper will adopt the form of a questionnaire to investigate the data and uses these data to help analyze people's attitudes and idea of the impact of “quiet quitting”.
ChatGPT Legal Risk and Regulation Study
Authors: Zhou Weijian
Published: September 2023

ChatGPT is a high-profile artificial intelligence chatbot, and although it brings great convenience to society, it also brings a series of legal risks, including disputes over the ownership of intellectual property rights, the legality of data sources, and the quality of data used for training, the generation of undesirable or illegal information, and challenges to schools and academic ethics codes. The reasons for this are the specificity of this type of product and the fact that it has not yet developed a mature system at the technical level, while regulators and legislators are too conservative in their regulatory philosophy.
A Study on the Dynamic Mechanism of Community Participation in the Construction of Giant Panda National Park -- Taking Longxi Hongkou National Nature Reserve in Dujiangyan Irrigation Project City as an Example
Authors: Jia Xinxin , Wei Jiao , Yu Junjie , Chen Cheng , Wang Jiatong
Published: September 2023

The report of the 20th National Congress of the Communist Party of China clearly proposes to "promote the construction of a natural reserve system with national parks as the main body". Community participation is an important way to achieve ecological protection and coordinated development of national parks, and it is essential to study how to mobilize the enthusiasm of community residents to participate in the construction of national parks. Therefore, this article conducted in-depth investigations in Longxi Hongkou Nature Reserve through methods such as interviews and questionnaires. Based on the research results and using push-pull theory for analysis, a driving framework for residents to participate in the construction of the Giant Panda National Park was constructed. Through analysis, it was found that: (1) the driving force is divided into external and internal driving forces; (2) Through the analysis of push pull theory, it is found that the driving forces for residents' participation include interests, systems, and identification; (3) Only by establishing a complete system, improving participation channels, and meeting the interests and needs of residents can we promote their participation in the construction of the Giant Panda National Park, thereby achieving sustainable development.
Oracle text positioning system based on improved YOLOv7-FC model
Authors: Tian Ruoxu
Published: September 2023

In recent years, how to use computer to efficiently and accurately recognize oracle characters on oracle rubbings has become the focus of research. Due to the severe damage caused by the natural environment and the characteristics of complex background and loud noise, the oracle bone rubbings are difficult to separate the foreground and back of the oracle bone inscriptions. Therefore, it will be the future research direction to eliminate the negative impact of complex background and accurately locate the Oracle bone inscriptions. This paper puts forward the YOLOv7-FC neural network model and realizes the specific application in the oracle topology data set, and presents the system of single oracle character positioning results.The experimental results show that on the HWOBC-A dataset, the mAP value of the YOLOv7-FC neural network model proposed in this paper reaches 0.937. Compared with the original YOLOv7 model, it has improved by 0.22, effectively balancing the relationship between running speed and average accuracy, and providing feasibility for Oracle text localization machine learning method.
Exploration and Practice of Enhancing Students' Independent Learning and Innovation Ability in Biochemistry Based on the "Innovation and Entrepreneurship Competition"
Authors: Huang Xiaowen , Ding Feng , Meng Wu , Zhang Xingli
Published: September 2023

Biochemistry plays a crucial role in cultivating hands-on practice and scientific research literacy among students majoring in bioengineering. In order to cultivate students' innovative and practical abilities, as well as the ability to analyze and solve problems, and to change the drawbacks of traditional teaching, we fully leverage the role of science education integration in biochemistry teaching. We rely on the science education integration teaching team to optimize the design of the curriculum teaching system, incorporate competitions into biochemistry teaching, stimulate students' learning interest, and cultivate their independent learning and innovation abilities.
The Marketing Strategy on MIXUE Milk Tea on Social Media Platforms
Authors: Sun Xiran
Published: September 2023

Recently, the milk tea industry is increasingly popular in China, and the competition in the market is fierce. In 2019, a company called Mixue, which specializes in providing low-cost milk tea, become well-known in China within only a month. Mixue’s success in rapidly gaining a lot of customers relies on the brand’s marketing on social media platforms. This study analyzes how Mixue increases its brand’s popularity and attracts many customers through social media. The goal is to reveal the key factors that make social media a catalyst in the brand marketing of the milk tea industry. The approach is a combination of case study and literature analysis. The conclusion is that social media is a powerful medium for milk tea companies to do advertising and marketing. The key factors that make social media effective are the overlap of the age distribution between milk tea consumers and social network users, the multimedia content in a familiar topic, and the rapid dissemination of controversial information. Moreover, advice on applying social media to further improve customer services in the milk tea industry is also stated in the research.
Educational Reform and Prospects in the Post-pandemic Era
Authors: Tian Xin
Published: September 2023

The outbreak of COVID-19 pandemic has profoundly impacted global education, leading to a surge in online education, a pressing need for global online educational resources, a balanced focus on K12 and higher education, widespread adoption of new technologies in education, and rapid development of specialized education platforms. These changes have posed numerous challenges and triggered multidimensional transformations in educational philosophies, models, assessment methods, teaching resources, and the integration of education with new technologies. Additionally, the formation of an international educational community and the reconstruction of educational ecosystems have become key considerations. To address these challenges, this paper proposes the rapid transformation of educational concepts, from traditional views to a future-oriented perspective that caters to the unique learning needs of each individual, enabling education that is accessible, continuous, and personalized through leveraging advanced technologies like the Internet, big data, cloud computing, and artificial intelligence. The paper also suggests increasing investment in educational resources, enhancing network infrastructure and facilities, improving top-level designs for educational resources, promoting international exchanges and resource sharing, and establishing a comprehensive policy and guarantee system to tackle the structural insufficiency of high-quality educational resources. Furthermore, diversified teaching methods, such as blended learning and flipped classrooms, are proposed to meet the diverse learning needs. The paper emphasizes the importance of enhancing teachers' information technology application capabilities to align with the developmental needs of schools. It also advocates for increased participation of China in global education governance and the promotion and implementation of innovative Chinese educational ideas on a global scale. Initiatives such as leading post-pandemic global education and education informatisation plans are suggested to drive the formulation of relevant standards, international conventions, and the advancement of domestic education governance, thus enhancing China's contributions and influence in global education governance.
Laughing Mechanism and Social Value of Chinese Black Comedy Films——From the Perspective of Bergson's Comedy Theory
Authors: Xuan Zhou , Yichun Wang
Published: September 2023

This article aims to explore the mechanism of laughter and social functions of Chinese black comedy films from the perspective of Bergson's comedy theory. As a popular comedy subgenre in the Chinese film market, black comedy films combine dark and absurd tragic themes with comedy forms to form a unique film style. By using Bergson's comedy theory, while analyzing the comedy and the production mechanism of laughter in Chinese black comedy films, it also analyzes the social functions and cultural values of black comedy films, and explains how to use universal comedy techniques to empower them Black themes are accepted by the current Chinese society, providing some useful ideas and perspectives for further understanding of the creation and appreciation of Chinese black comedy films.
Analysis of the Development Characteristics of Hebei TV - Taking the Program Arrangement from 6:00 to 24:00 on April 29, 2023 as an Example
Authors: Zhang Zheng
Published: September 2023

In the era of new media, the development trend of television programs is characterized by fragmentation and mobile platform, and the national television media is facing the challenge of homogenization. Hebei TV, facing the pressure from CCTV, the impact from other provincial TV stations, and the competition for the audience market of urban TV media, fully utilizes its own resources and market opportunities to cope with fierce competition. This article takes the program arrangement from 6:00 to 24:00 on April 29, 2023 of Hebei TV as the research object, uses text analysis and content analysis methods, and combines case studies to analyze the development strategy, content production, and communication strategy of Hebei TV. It summarizes its positioning upgrade and path guarantee from aspects such as establishing program clusters, innovating expression forms, improving institutional mechanisms, and avoiding strategic blind spots, aiming to provide strategic support for Hebei TV's transformation and upgrading.
Research on Part-time Translators and Interpreters in Language Service Industry in Mainland China
Authors: Pan Zhao
Published: September 2023

From the perspective of part-time translators and interpreters, this paper explores the acceptability of language service industry in mainland China. The survey was conducted in the form of questionnaires and interviews. The analysis of the survey results shows that for part-time translators and interpreters, in addition to their translation skills, their awareness of rights protection, responsibility and service are equally important. They should evaluate their abilities correctly and be responsible for the quality of each translation service. Moreover, the language service industry is in urgent need of a corresponding legal system to regulate the order of the industry.
The Mixture and Collision of Civilisations - An Exploration of Cultural Evolution and Interaction in World History
Authors: Li Bofei
Published: September 2023

This paper explores the mingling and collision of civilisations in world history, as well as cultural evolution and interaction. From ancient times to the present, civilisations have interacted with each other in contact, exchanged and mingled, and formed a rich and colorful cultural landscape. Cultural interactions have contributed to the advancement of knowledge, science and technology, and art, as well as accompanied by conflict and reconciliation, thus shaping the pattern of today's pluralistic world. This paper will analyse important events and cultural exchanges in history, illustrate the mutual borrowing and conflict among civilisations, and explore in depth the impact of these interactions on the evolution of civilisations.
A Study on the Application of Folk Song Style in Chinese Children's Piano music
Authors: Lu Hao , Rattachaiwong Nataporn , Liu Lingling
Published: September 2023

With China's economic development and emphasis on quality education and art education, the cultivation and education of children's music literacy has been widely popularized in every family, and the piano, as an important music education tool, plays a vital role in children's music cultivation and the development of comprehensive ability. In the context of the development of piano music in China, Chinese children's piano works have a unique and important position in piano teaching. In this paper, we will discuss the importance of Chinese children's piano works in piano teaching, the correlation between folk song style piano works and children's piano teaching, and discuss the important role and influence of folk song style piano works in children's piano teaching, as well as put forward corresponding teaching methods and strategies.
Real-time Classifier of Multilingual Font Styles based on ResNet, SwordNet, Logistic Regression and Random Forest Algorithms
Authors: Wu Yue
Published: September 2023

Different languages have different characters. At the same time, each character has a lot of font styles. This makes it difficult for humans to recognize different font styles for different characters. However, being able to detect and identify these font styles quickly and accurately has many important application use cases in different fields. At the same time, a large number of Internet users use web pages to query font styles. Therefore, I choose to make this real-time multilingual font style recognition algorithm. In this paper, I propose an algorithm that recognizes the input text and pictures in real time to judge the language and style of the text. It includes ResNet, SwordNet, logistic regression and random forest algorithms. The whole algorithm also calls pytesseract and Google Tesseract to realize text recognition and text positioning. I used Font Datasets used in "Font and Calligraphy Style Recognition Using Complex Wavelet Transform" for training. At the same time, I also built an image text recognition algorithm and generated various font styles as a data source. Based on this data, we adjusted the parameters and finally achieved an accuracy rate higher than 90%.
A Review of Medical Image Segmentation Techniques
Authors: Fan Bihan , Zhang Ji
Published: September 2023

Medical image segmentation is a key task in medical imaging processing. It can segment different tissues, organs or lesions in medical images to provide doctors with more accurate diagnosis and treatment suggestions. With the continuous development of computer science and medical technology, medical image segmentation technology has also undergone rapid development. This article will provide an overview of medical image segmentation technology from concepts, commonly used methods, and applications, and introduce some of the latest research results.
Survey of AR Object Tracking Technology Based on Deep Learning
Authors: Xu Kaihao
Published: September 2023

Augmented reality (AR) is the process of "augmenting" computer information into the real or physical world. This helps us better understand the process and has numerous application-level AR has an almost unlimited range of applications in today's world, and if implemented, will help solve many complex problems in a simple way. This paper presents a comprehensive survey of the different types of tracking technique. As used to develop object tracking algorithms for AR applications. This paper compares and analyses different types of sensor-based and vision-based tracking technologies, and finally draws conclusions. The mixed use of different types of tracking technologies is one of the best solutions to achieve accurate and powerful tracking to meet the strict requirements of AR applications.
Conference Planning and Resolution Management System
Authors: Gong Haijun
Published: September 2023

This paper mainly introduces the development background and significance of conference planning and resolution management system, and describes the research content of this system. Conference planning and resolution management system is not only a typical conference management system, but also focuses on overcoming the shortcomings of traditional conference mode and controlling the conference cycle. After the in-depth research and technical implementation verification of this topic, the development architecture and technical route of this system are determined, that is, the common B / S structure, JSP to write display pages, medium-sized database MySQL, the server to take tomcat, as a server container to achieve data request and return. Users do not need to download and install plug-ins or other software, but can directly realize system interaction at the browsing end, which is convenient and applicable. According to the CMM software engineering design idea, this paper discusses the realization of several key modules of conference room, conference document and conference, including the key functions of conference reservation, minutes, sign in, resolution, message release, etc. In addition, this paper also has a more detailed description of other parts of the system, such as user information, help management and other modules and the realization of the database. The key technology of this system is JSP technology and MYSQL, which has very strong practicability. It can improve the efficiency of conference organization and resolution, simplify the operation of conference management personnel, guarantee the orderly development of conference and ensure the quality of work.
Soybean Futures Price Prediction Based on CNN-LSTM Model of Bayesian Optimization Algorithm
Authors: Luo Yulan
Published: September 2023

In recent years, the complex international environment and economic situation have made soybean futures prices increasingly unstable, which is not conducive to financial stability. Therefore, this paper uses a BO-CNN-LSTM model to accurately predict soybean futures prices and to manage price fluctuations for investors and governments. Firstly, LSTM network is employed to predict soybean futures prices using the local features extracted by CNN network. In addition, CNN-LSTM hyperparameters are optimally solved using Bayesian optimization algorithms. Finally, the constructed model is compared with BP neural network, LSTM model and CNN-LSTM model. This paper selects the basic daily data of the soybean futures contract No.1 of Dalian Commodity Exchange from 2014 to 2021 for research. According to the results, CNN-LSTM models based on Bayesian optimization algorithms perform best. Compared with the basic CNN-LSTM model, MAPE increased by 44.17%, RMSE increased by 24.61%, MAE increased by 41.48%, and R2 increased by 0.06%, which demonstrates Bayesian optimization's superiority.
Examination of the Mechanism of Fintech Empowerment in Commercial Banks Based on Text Mining
Authors: Gao Jingyu , Li Yongqi
Published: September 2023

Against the backdrop of financial technology empowering the transformation of commercial banks, this paper uses panel data from 38 commercial banks in China between 2012 and 2020, and constructs a financial technology index using text mining techniques, to investigate the mechanism of fintech empowerment in commercial banks. The study found a significant positive "U" -shaped relationship between the level of bank fintech and profitability. The results of the examination indicate that fintech has a stronger positive impact on the profitability of small and medium-sized local state-owned banks, and that fintech affects bank profitability through risk-bearing, capital structure, and operational capabilities. This paper takes the risk-bearing ability, capital structure, and operational level of commercial banks as intermediate variables in the model, and controls for variables through macroeconomic environment and policy, and internal factors of commercial banks, to make the research results more convincing. This provides new research ideas for the study of systematic fintech theory and financial risk theory.
Study on the Influencing Factors of Value Added of China's Auto Exports--Taking Trade with EU as an Example
Authors: Wu Jiyi , Li Lingzhi
Published: September 2023

After entering the 21st century, global trade has gradually changed from the traditional independent production of import and export to the global cooperative division of labor, and the production division of labor of each country has gradually become clearer, which also brings about the repeated flow of intermediate products in the international arena, and this has become especially obvious in the automobile industry. Since there are a large number of raw materials and intermediate products flowing in and out of the automotive industry, the traditional method of accounting for total trade value has become difficult to accurately calculate the real trade benefits of each country and is therefore no longer applicable to today's situation. The EU region, as the birthplace of the auto industry, has a huge auto market and is an important region for China to develop overseas markets in the future. This paper measures the value added of China's auto exports to the EU using the value added trade law from the background of China's auto exports to the EU, and explores the micro and macro factors that currently affect the value added of China's auto exports to the EU, which has positive guiding significance for China's auto exports to the EU market in the future.