bluuebunny/crossref_metadata_2025_split huggingface dataset:
Research on the Teaching Mode of College English Education based on Big Data Technology
Authors: Li Lei 
Published: June 2024

Abstract
Cognitive diagnosis, as an important means of personalized learning, has the advantage of being able to diagnose students’ knowledge levels and individual differences and provide targeted learning services. In this paper, we use the Markov Monte Carlo method to estimate the parameters in the FuzzyCDF model. Then, we calculate students’ English proficiency level and knowledge mastery by constructing fuzzy sets to realize the diagnosis and analysis of students’ English cognitive levels. Finally, the teaching model of English education in colleges and universities is built using the cognitive diagnosis method. The study shows that the teaching model can accurately and dynamically detect students’ cognitive level for each knowledge point in English teaching. After the implementation of the teaching model, the average score of the overall knowledge water of the students in the experimental class in English teaching reaches 77.25. There is a highly significant difference between it and the students in the control class (P=0.001<0.01), which indicates that the implementation of the teaching model improves the cognitive level of the student’s English learning. This paper presents a novel idea for the improvement of English teaching in colleges and establishes the foundation for improving the effectiveness of English learning.
Research on the Reform Path of “Three Teachings” of Higher Vocational Mathematics in the Context of Digital Transformation of Education
Authors: Chen Yeqin , Tan Jing , Liu Jia 
Published: June 2024

Abstract
According to the cultivation goal of vocational education, this paper analyzes the ontological connotation of digital transformation of vocational education from four aspects, namely, precise teaching, embodied learning experience, intelligent management mode, and visualization of evaluation path, and points out the direction of reform of “three-teaching” in higher vocational mathematics. The research subjects were selected and questionnaires were distributed to analyze the current situation of the “Three Teaching Reforms” of higher vocational mathematics under the perspective of digital education. The results summarize that 8 teachers believe that their ability to basically meet the needs of the “Three Teachings” reform, and the number of teachers who say that their ability is not quite able to meet the “Three Teachings” reform is the same, both accounting for 26.67%, while 53.33% of the teachers are still adopting traditional teaching methods and means. Teaching methods and methods. Based on the results of the current situation analysis, we propose a path for the reform of the three aspects of higher vocational mathematics under the perspective of digital education from the three dimensions of teacher cultivation, textbook innovation and teaching methods.
A Study on the Influence of Geographic Differences in China on Ancient Chinese Literary Creation in the Context of Deep Learning
Authors: Wang Shiyi 
Published: June 2024

Abstract
In recent years, the examination of literary creation through the lens of the natural geographic environment has emerged as a focal point in literary studies. This study designates China’s geographic environment as the independent variable and ancient Chinese literary creation as the dependent variable. We employ Pearson’s correlation coefficient to assess the appropriateness of the selected variables. Following this, a linear regression model is constructed using the least squares method to explore the relationship between geographic and environmental differences and ancient literary creation. The findings demonstrate significant positive correlations between the characteristics of topography, climate, and soil and the thematic content of ancient Chinese literature, with significance levels below 0.05. Specifically, the Pearson correlation coefficients are 0.509 for topographic features, 0.366 for climatic features, and 0.418 for soil features. Furthermore, the overall regression model exhibits an adjusted R² value of 0.235 and an F-value of 80.759. This research delineates the regional attributes that impact literary creation, thereby enhancing our understanding of the interplay between geography and literary output in ancient China.
An Intervention Study on Foreign Language Learning Anxiety of College Students Based on the Positive Psychology PDCA Teaching Model
Authors: Zou Xiaolei 
Published: June 2024

Abstract
The teaching model of positive psychology integrated with the PDCA model impacts traditional classroom teaching and revitalizes college students’ foreign language learning. This study employs both quantitative and qualitative research methods to examine the anxiety experienced by college students in foreign language learning, analyzing it from six dimensions. Utilizing the positive thinking teaching framework of the positive psychology PDCA cycle teaching model, the Lasso algorithm regression was used to screen the teaching satisfaction index and implement foreign language learning under the PDCA teaching model. Comparing the students’ theoretical and practical skills scores with traditional teaching, as well as their anxiety level, we propose targeted strategies to alleviate the anxiety of foreign language learning. In the application environment of the Positive Psychology PDCA teaching model, the overall anxiety, communication anxiety, classroom anxiety, and academic anxiety of foreign language learning at university were reduced compared with the traditional teaching model, with the mean values of 10.485, 11.125, and 10.562, respectively. The positive teaching thinking advocated by the PDCA teaching model can influence the students’ foreign language learning mindset and improve their anxiety about foreign language learning.
Innovation and Practice of Public Relations Teaching Models in the Digital Media Era
Authors: Zheng Yangheng 
Published: June 2024

Abstract
Constructing a teaching model that meets the professional requirements and market demand has become an urgent task of teaching reform and innovation breakthrough. This paper proposes a PPCA teaching model for public relations based on the current and potential demand for public relations talent in the digital media era. Based on the proposed teaching model, the teaching practice is carried out at O University of H City. The research data was collected through questionnaires, and then the experimental data was statistically analyzed using two independent samples of t-tests and regression analysis to verify the effectiveness of the proposed model. The results show that the evaluation of the learning process based on the PPCA teaching model is between “good” and “excellent”, and the class that applies this model improves 3.64% more than the class that applies the traditional model in terms of the overall grade, learning attitude and interest, class participation, learning ability, and ability to acquire knowledge. Classes applying this model have higher scores in terms of overall achievement, learning attitude and interest, class participation, learning ability, and ability to acquire knowledge than classes in the traditional model by 3.646-17.856 points, which is superior to some extent. Meanwhile, the student’s active learning initiative (0.147) has the greatest influence on the teaching effectiveness of the PPCA teaching model in public relations. The study provides data that supports the innovation and practice of teaching public relations studies.
Big Data Simulation Analysis of the Impact of China’s Carbon Tax Levy on Carbon Emission Behavior under the Background of “Dual Carbon”
Authors: Lin Guojian 
Published: June 2024

Abstract
This study focuses on the impact of China’s carbon tax on carbon emission behavior under the background of “double carbon”, using big data simulation analysis. The study utilizes the DICE model, combined with general equilibrium theory, to conduct in-depth theoretical analysis and numerical simulation of the carbon tax policy. It is found that the optimal carbon tax rate should be flexibly adjusted in combination with social and economic development and technological progress, and the optimal tax rate gradually rises from RMB 2.83/tonne of carbon dioxide to RMB 17.62/tonne from 1997 to 2023. Simulation results show that increasing the carbon tax rate can effectively promote the low-carbon emission reduction behavior of enterprises and thus achieve the emission reduction target. Under the fixed carbon tax policy, a 50% tax rate can significantly improve environmental quality and economic output. In contrast, steady-state values of output and carbon emissions decrease with the increase of tax rates. At the same time, the combination of carbon trading and carbon tax can more effectively incentivize enterprises to reduce carbon emissions. The results of the study show that a flexible and reasonable carbon tax policy can significantly affect carbon emission behavior, which is of great significance for realizing China’s “double carbon” goal.
Ethnic Clothing Design Based on the Perspective of Fine Arts in the Context of Digitalisation
Authors: Jia Minghui 
Published: June 2024

Abstract
This study digitizes ethnic clothing design from the perspective of fine arts. The female human body data obtained is uploaded to the corresponding design platform of Style3D, and the design resources are precipitated to form a corresponding database. The virtual fabric drape parameters and virtual fabric control parameters are utilized to achieve 3D virtual fabric drape simulation. Combined with the results of the ethnic style recommendation configuration to obtain virtual samples and evaluate satisfaction. The results show that the bust, abdominal, and hip circumferences of the acquired female body data are within the ranges of 42-52cm, 40-57cm, and 47-49cm, respectively. The results of the draping simulation experiment showed a smooth state after 90 minutes for six different fabrics. The highest similarity between length and width between the upper and lower bodice and pants was found for lapel bodices (0.9) and slouchy bodices (0.88), respectively. These correspond to long gowns with large lapel bodices and pants. Designer B’s highest mean value of 4.67 indicates that designers are highly satisfied with the ethnic clothing design function of Style3D, as the mean values of the six styles are above 4. To sum up, this paper advocates for the application of ethnic clothing design using Style3D technology.
Rural agricultural products e-commerce selling and cross-border logistics platform construction based on scale yield function
Authors: Tang Yuzang , Zhang Fangfang 
Published: June 2024

Abstract
The scale yield function has a great influence on the study of cross-border logistics platform building and rural agricultural products e-commerce selling. This paper analyzes the main factors affecting the effect of cross-border logistics platform construction through factor analysis. Among them, platform content construction, platform service level, platform user management, platform supply chain construction, and platform development potential are the most important factors of cross-border logistics platform construction. The linear combination is used to construct a cross-border logistics platform integrating content, service, management, supply, and development. The regression method is applied to calculate the factor scores, and the assumed return to scale is applied to calculate the relevant data after the construction of the cross-border logistics platform. Seeking the maximum scale return rate is greater than 80%, the return is higher. The experiment proves that the construction of a cross-border logistics platform can expand the rural agricultural products e-commerce sales market from mainly China to parallel sales in China and European and American countries, etc., and improve the scale gain. Relying on the construction of a cross-border logistics platform, the total sales of rural agricultural products and e-commerce sales in foreign countries increased by more than 10 million, and the revenue was higher than 4.5 times of previous years. Thus, the construction of a cross-border logistics platform is conducive to expanding the market of rural agricultural products e-commerce sales and increasing rural agricultural products e-commerce sales.
3D Finite Element Modelling of FRP Confined Concrete Column
Authors: Ahmmad Bakhtyar Saleh , Horvath-Kalman Eszter , Mohammed Kamaran 
Published: June 2024

Abstract
Modelling concrete columns confined with fiber-reinforced polymer (FRP) using finite element (FEM) analysis is a difficult task due to the need for precise definition of material and interaction parameters. The inclusion of FRP confinement in composites introduces complexities in representing the volumetric behavior of concrete under triaxle stress conditions. The behavior of confined concrete differs from that of non-confined concrete due to the passive nature of FRP confinement, requiring consideration of flow rules, damage parameters, strain hardening/softening constitutive relationships, and a pressure-dependent yield criterion. This project aims to address these challenges by proposing a modified plastic damage model, a concrete dilation model, and a new set of concrete hardening/softening rules using the advanced FE program ABAQUS CAE. The FE model’s strengths and limitations are evaluated by comparing it with experimental results from this project, as well as other findings from literature, including both experimental and analytical studies.
Biomimicry Architecture Between Fame and Reality
Authors: Kenza Belkhiri 
Published: June 2024

Abstract
As a highly interdisciplinary subject, architecture is influenced by many natural and social science subjects. Although seemingly distant from architecture, biology is currently a scientific field that fits into design practices that have evolved and shifted towards a new hybrid framework. Architecture is a complex negotiated cultural practice that encompasses all aesthetic, technical, economic, and political issues of social production itself. For architects, the integration of academic knowledge and design practice can be a difficult activity to define, but it can be the intellectual fuel that drives innovation and growth in architectural practice. The relationship and connection between architecture and nature have generated many questions, criticisms, and solutions. Today, a new form of design was introduced a few years ago, forcing the modern man to be inspired by decades of natural processes, but whose true potential has only recently been revealed.
Relationships between the Built Environment and Environmental Pollution, Issues of Megacities
Authors: Paládi-Kovács Ádám 
Published: June 2024

Abstract
The first part of the article discusses the natural environment of humans and its evolution over the past centuries. It examines the changes that have occurred in just the last 100 years and how they have impacted human habitats. It explores how architects and engineers shaping our settlements have influenced the environment, as well as how the model developed during economic growth affects and presents challenges to our society, particularly regarding the interconnection between climate change and the development of our cities.
The second part of the writing addresses the issue of megacities, exploring where the almost endless growth of our metropolises has led, the problems it causes, the differences observed between the growth of megacities in developed and developing countries, the reasons behind it, and the additional difficulties it poses to their residents.
Review of Construction Risks in a Nuclear Power Plant Environment
Authors: Horváth-Kálmán Eszter , Ahmmad Bakhtyar Saleh 
Published: June 2024

Abstract
Everything in the world is about risk, from individual decisions to global manipulations, which is of fundamental importance in a nuclear power plant environment. The question is whether, in a given situation, this risk is acceptable or no longer acceptable. In some respects, the risk analysis applied to construction projects differs from the risk analysis applied to nuclear installations. For nuclear installations, the risk as such is primarily nuclear risk. In view of this, for investments involving a nuclear installation, the risk analysis to be carried out must be carried out at two separate levels. The first level is the traditional construction risk analysis, and then as a second level, each risk item should be classified from a nuclear risk point of view. In this study, the nuclear exposure of construction risks will be presented.
Energy and Environmental Load Reduction, Optimization on Pile Foundation Design
Authors: Kaczvinszki-Szabó Vera , Telekes Gábor 
Published: June 2024

Abstract
Design methods must also be improved in order to reduce energy costs and environmental impact. When designing pile foundations, the costs and environmental impact of construction are far from being irrelevant.
At present, the most widely accepted method for determining the load capacity is the pile load test, which is considered the most realistic result, and therefore great emphasis should be placed on ensuring that these are evaluated as effectively as possible. By replacing the pile load test, its environmental impact and cost could be avoided. The aim of our research is to estimate a mathematical function that, from the wide range of soil physical and/or mechanical parameters, gives a formula that can be used to plot the curve without the need to produce a pile load test. By showing the relationship between different soil parameters and load capacities. In order for this to be possible later with a new theory, we examined the feasibility of this by evaluating the results of several measurements.
Climate change will also bring a transformation in the course of planning, because there may be changes in the load capacity on the soil and the use of materials. Soil composition and structure will also be affected by warming. The environmental impact of building materials and increased costs demands also bring about changes in the design of pile foundations.
Multidisciplinary Nature of the AEC Industry, and the Potential Distribution of AEC Firms
Authors: Altamimi Motasem , Zagorácz Márk Balázs , Halada Miklós 
Published: June 2024

Abstract
The Architecture, Engineering, and Construction (AEC) sector is diverse. The industry’s market is run by businesses of different sizes, specialties, and subordinations, and each active company indirectly participates in adding value to the sector. This paper focuses on the functional distribution of local AEC firms in Southern Hungary, mainly in the South Transdanubia region. The work systematically gathers data about multidisciplinary AEC firms based in the region, introduces the main activities of the collected companies, and reveals the potential AEC divisions, by analyzing the popularity, net revenue, and number of employee factors for each professional division within the industry at the studied region.
Researching By Design: Methodologies to Explore Design-Based Instruction for Youth Resilience to Environmental Challenges
Authors: Passos Rosa Tayana , Boromisza Zsombor , Cuesta Tabares Mayte Alejandra 
Published: June 2024

Abstract
Environmental education is not aligning with the sustainability and educational needs of the 21st century. Design-based learning emerges as a viable solution, fostering problem-solving and experiential learning in the environment. With its constructivist approach, it has the potential to improve environmental literacy across diverse social contexts. This research explores the use of research by design and design-based learning to develop extracurricular programs in schools in Brazil and Hungary. The analytical framework is developed through a literature review and systematic case analysis. The program’s objective is to engage the school community in redesigning their environment, following the design-based instruction framework, and incorporating the community’s context and landscape architecture and design principles. Program efficacy will be assessed through participant production, outcome analysis, observation, surveys, and performance on the design activities. The findings will contribute to understanding and evaluating program effectiveness in improving environmental education.
The Architectural Aesthetic Order of Fire Protection
Authors: Érces Gergő 
Published: June 2024

Abstract
Nowadays, the damaging effects on humanity, such as extreme weather caused by climate change, the pandemic-induced isolation, or the drastic increase in the cost of energy carriers, etc., have led to the need to change the design of our buildings. The need to design buildings for safety, prevention and sustainability requires a change in our design thinking.
The damaging effects of these extremes all have an impact on the fire safety situation of a building. The conclusions of fire investigation procedures suggest that a disorderly state of the built environment typically develops prior to fire starts.
As stated above, the researchers are investigating the degree of orderliness in the research, for which they are using network science methods. Based on the hypothesis, tidiness is also an aesthetic value, whose high level of appearance determines the appropriate fire safety situation.
The high aesthetic value of architectural fire protection correlates with the degree of orderliness, i.e. it is a significant determinant of the long-term sustainable stable fire safety situation of a building.
The Significance of Human Individual and Crowd Movement Research in Built Environment, with Emphasis on its Function in Retail Spaces
Authors: Edelmann Dóra , Őszi Arnold , Goda Tibor 
Published: June 2024

Abstract
Understanding the movements of crowds offers more and more opportunities in the field of architecture, in both active and passive methods of implementation.
The study briefly describes crowd dynamics, the new field of research as well as the levels of investigation of human mass movements. Due to its expected large-scale spread, it particularly describes the need for and the possibilities of individual human body motion detection in retail facilities while emphasizing the architectural aspects of the rise of innovative commercial facilities. It details and compares the operational processes of modern-day queue-free “convenience” stores, Amazon Go with JWO technology, and Żabka Nano units operating according to AiFi, highlighting their architectural features.
Urban Housing Typologies Through Modern History
Authors: Tomajian Haik , Gyergyák János 
Published: June 2024

Abstract
Urban housing typologies refer to different ways of designing and constructing various types of housing that exist in urban areas. They can be classified by function, form, shape, construction type, and materials. Several residential building models, typologies, and different solutions have emerged with the aim of solving the problems arising from overpopulation. Some of these have succeeded, while others have failed miserably. As the twenty-first century progresses, the world is facing major housing and environmental challenges; the increase of the population and the lack of resources and housing areas constitute a direct threat to human wellbeing, and to the “health” of the planet. This has already started to have a major effect on architecture in general, and on housing design in particular, with new sustainable models and typologies. This paper focuses on the historical development of urban housing, and investigates its shaping factors, and the most important theories and movements which had an impact on urban housing. Furthermore, the paper asks questions about what is driving change in contemporary urban housing design, and what the new directions in the field are, searching for solutions on demand. It also investigates urban housing typologies and classifications and their relations to the surrounding built environment.