bluuebunny/crossref_metadata_2025_split huggingface dataset:
Research on Software Engineering-based Semantic Network Construction Techniques for Language Repositories
Authors: Li Yun , Li Lianwei 
Published: October 2024

Abstract
With the development and popularization of Internet technology, society has put forward higher requirements for the form and development process of software. In this study, firstly, based on the O-RGPS metamodeling framework, which provides modeling perspectives and meta-relationships among them for software engineering domain modeling, the semantics of ontology, role, and target models in the application domain are constructed. An extended semantic web is utilized to make the semantic network correspond to sentence information. Then, in conjunction with the Bayesian Confidence Network, the established semantic elements are transformed into ontologies, roles, and goals in the semantic process model. Finally, the heterogeneous semantic network based on semantic representation is constructed by using the Summary and Speak expression functions combined with the semantic knowledge of the heterogeneous users to specialize the representation of the ontology semantics. A new disambiguation mechanism for word meanings is created using the maximum entropy method, and an application case test analysis is performed on this semantic network. The experimental results show that the point degree distribution ( u =1.9317, σ =0.6083) and weighted point degree distribution ( u =2.0538, σ =0.7908) of this semantic network conforms to the lognormal distribution. The lognormal distribution pattern is still present in the case of blocking semantics. It shows that the study constructs semantic networks independent of the semantic order, which provides an important foundation for agile software engineering development and meeting the goals of user personalization and diversity.
Application of Genetic Algorithm to the Traditional Layout and Spatial Optimization Design of Suzhou Gardens
Authors: Shi Xiaojing 
Published: October 2024

Abstract
The optimization of the spatial layout of the garden is the key to the garden design. This paper draws on the smooth organization of the dynamic line and the reasonable arrangement of the area of the Suzhou Garden and designs an optimization algorithm based on the genetic algorithm for the layout of the garden. The two optimization objectives of “function” and “dynamic line” are proposed, and genetic algorithm optimization of garden layout is carried out by defining spatial connectivity and accessibility fitness function, integer crossover, and gene exchange. Case analysis shows that the optimization time of the genetic algorithm is much lower than that of the stochastic optimization algorithm; the average connection value and depth value are 1.925 and 0.737, respectively, and the investigation score is close to the professional design scheme. It shows that the application of genetic algorithms to optimize the garden layout has the advantages of being less time-consuming, having a reasonable spatial layout, and being highly professional.
Study on the Practical Effect of Modernization of Ancient Chinese Educational Concepts Empowered by Intelligent Algorithms
Authors: Song Gangjie , Ma Wanzhi 
Published: October 2024

Abstract
It takes ten years to grow trees and a hundred years to nurture people. Education, as the most indispensable link in establishing morality and cultivating people, has a very important role in modern society. The study explores the application of ancient Chinese educational concepts to modern educational models, proposes a modernized teaching model based on ancient educational concepts, and uses the YOLO model to construct a classroom teaching expression and action recognition model under ancient educational concepts. The model is used in the actual classroom to analyze the expressions and behaviors of students in the classroom to explore their classroom concentration, which is used to analyze the quality of classroom teaching. By comparing the differences and changes in the performance of the experimental group and the control group, the effect of the modernized teaching model based on the ancient education concept on actual teaching is explored. Through the model test, the classroom students’ concentration score is 72.71. The pre-test P-value of the experimental group and the control group is 0.846, and the post-test P-value is 0.000, which indicates that there is a significant difference in the performance of the two groups after the experiment. The increase in the performance of the students in the experimental group was 31.390 points, while in the control group, it was 5.175 points. The P-values of the students in the experimental group on the five dimensions of math level are less than 0.05, and the control group is greater than 0.05, which indicates that the modernized teaching model based on the ancient concept of education has a significant positive effect on improving the performance of the students.
Exploring the Promotion Mechanism of Innovative Human Capital Flows for Sustainable Economic Growth in China Based on Machine Learning Perspective
Authors: Wang Yun 
Published: October 2024

Abstract
Under the situation of China’s economic development, the sustainability of innovative human capital flows on economic growth is closely related to the state of future economic growth. Based on the analysis of innovative human capital flows, the article measured the stock of human capital flows by combining the expenditure method and also measured the quality index of China’s sustainable economic growth by using the PPM-RAGA model. Based on the data from 30 provinces and cities in China from 2012 to 2022, a spatial econometric model was designed to analyze the impact mechanism of innovative human capital flows on China’s sustainable economic growth and a spatial autocorrelation test was carried out. There was a significant difference in the overall flow of innovative human capital from 2012 to 2022, and the quality index of sustainable economic growth increased from 1.812 to 2.137, with the quality index of sustainable economic growth increases from 1.812 to 2.137, with an increase of 17.94%. There is an obvious global spatial autocorrelation of sustainable economic growth, and every 1% increase in the flow of innovative human capital leads to 0.141% sustainable economic growth in China. The flow of innovative human capital not only promotes the economic growth of the region but also leads to knowledge and technology spillovers that promote the economic growth of neighboring regions.
Research on Teaching Methods of Integrating Watercolor Techniques and Information Technology in Higher Education Art Education
Authors: Yang Minglu 
Published: October 2024

Abstract
Watercolor painting is a visual and creative discipline, which is closely related to the development of digital technology, which also affects the methods and means of basic art education in China. In this paper, we detect the trajectory of gesture movement after preprocessing the gesture data collected from students in watercolor painting using a Leap Motion sensor. We use Euclidean distance and nearest neighbor laws to identify and classify gesture movements in order to recognize students’ gesture movements in art education. Then, the virtual interactive system is designed with Unity 3D software, and finally, the art teaching method combining watercolor techniques and information technology is established. The results of teaching practice show that the level of students’ watercolor technique skills in all dimensions under innovative teaching is much higher than that of students under traditional teaching, and the significance values are all less than 0.05, which indicates that the use of VR technology has a very obvious impact on the teaching of watercolor painting. Meanwhile, the scores of students’ watercolor painting works were also improved with the assistance of VR technology. This study can provide a case reference for the subsequent research on the application of augmented reality technology and related teaching resources to art education and can enrich the construction of a new model of art learning activities in colleges and universities with technical support.
Research and Application of chatGPT to Empower English Critical Thinking Skills
Authors: You Ruijiao 
Published: October 2024

Abstract
The development of ChatGPT technology has made its application in the teaching field increasingly mature. This paper takes ChatGPT technology as the basis to study its important role in the cultivation of students’ English discursive ability. The description of ChatGPT, English discursive ability, and the application of ChatGPT in the teaching of English discursive ability provide theoretical support for this research. Based on the Business English course, the course design focuses on cultivating English discursive ability, and the teaching effectiveness of the course is evaluated after its implementation. Questionnaires and classroom observation were used to explore the effect of ChatGPT on students’ English critical thinking ability with the help of tools such as the Critical Thinking Emotional Tendency Questionnaire and the Critical Thinking Cognitive Skills Rating Scale. After designing and practicing the English discursive cultivation course in this paper, 74.8% of the students thought that the feedback effect of the ChatGPT teaching method was good. The average scores of the students in Classes A, B, and C taught with ChatGPT were 82.46, 80.37, and 80.06, respectively, which were greatly improved compared with Class D, which was taught with the traditional teaching method. After the teaching experiment, the mean values of the development of discursive ability were 286.82, 281.49, 283.52, 294.79, and 287.94. This significantly improved the students’ discursive emotional tendencies through ChatGPT.
Research on high performance web service construction method based on JavaScript asynchronous programming technique
Authors: Luo Jing , Zhou Bo , Zheng Yan , Pan Wenxuan 
Published: October 2024

Abstract
In the face of massive concurrent user access in the era of big data, how to build high-performance web services has become one of the difficulties to be solved by network applications. This paper utilizes Node.js architecture to fully utilize the event-based programming and non-blocking I/O characteristics of JavaScript language to improve the CPU utilization of the web service side. It also proposes the strategy of predicting user-accessed resources for cache replacement through a Gaussian mixture model to further optimize the performance of high-concurrency web services. The performance of the high concurrency web framework constructed using Node.js technology plays excellent, the performance of multi-threaded Node.js is better than single-threaded, and compared with Apache architecture, the average response time, request-response rate, and data throughput test of Node.js architecture in high concurrency scenarios is more advantageous than Apache architecture. The Gaussian mixture clustering model is effective in dealing with data with high-dimensional features, and the average accuracy of the four clustering processes of each algorithm is, in descending order, GMM (79.67%), BIRCH (78.09%), and K-means (77.52%). In addition, the cache replacement strategy based on Gaussian Mixture Model is more effective, with an accuracy rate of nearly 80% and a byte hit rate of nearly 45% when the cache capacity reaches 214KB, which are both higher than the traditional cache replacement strategy with the same cache capacity.
Strategies for Informational Integration of Wushu Teaching and Ethnic Traditional Sports Culture
Authors: Qian Bin 
Published: October 2024

Abstract
Chinese Wushu has a long history and is a sports program gradually developed by the Chinese nation in war, which has important values such as fitness, beauty, and heart. Based on the concept of OBE teaching, the article establishes an informatization teaching mode for Wushu in combination with MOOC platforms and describes the implementation steps for Wushu informatization teaching. Then, based on the cognitive theory of multimedia learning, the construction of an online teaching resources development model of national traditional sports culture in MOOC platform, the introduction of the K-means algorithm for student similarity calculation, combined with collaborative filtering recommendation algorithm for personalized recommendation of online teaching resources of national traditional sports culture. It was found that the MAE value of student similarity based on the K-means algorithm was 0.088, which was 32.82% lower than that of the sub-optimal Pearson algorithm. Before and after the experiment, the EC class students had a 15.97-point increase in their theoretical knowledge of wushu, which was 14.8 points higher than that of the CC class. The information integration strategy for Wushu teaching and traditional national sports culture should be based on the growth-oriented (SO) strategy, supplemented by other developmental strategies.
Research on the Practical Path and Intelligent Teaching Strategy of Marxist Chineseization in the Ideological and Political Education of College Students in the New Era
Authors: Wang Shuangxi 
Published: October 2024

Abstract
This paper delves into the practical application of Marxist Chineseization in Civic and Political Education, providing an overview of its definition. Exploratory factor analysis and reliability analysis were used to complete the questionnaire design work after selecting the research subjects. Based on this questionnaire, research data were collected, and statistical methods such as Pearson’s correlation coefficient and linear regression model were applied to explore the current situation of ideological and political education under the perspective of Marxist Chineseization. The results show that the mean values of the dimensions of ideological and political education under the field of Marxist Chineseization are ranked as Curriculum (3.9348) > Teachers’ Teaching Materials (3.8273) > Practical System (3.7381) > Daily Civics (3.6411). In addition, there is a significant difference between ideological and political education in the field of Marxist Chineseization and the demographic characteristics of the survey sample (P<0.05), and the regression coefficient of the curriculum is 0.364, which is higher than the regression coefficients of the other variables, indicating that the curriculum is the most important for the enhancement of the effect of ideological and political education under the field of Marxist Chineseization. Finally, we propose intelligent teaching strategies based on the analysis results.
The Potential of Food Markets in the Contemporary City: A Systematic Literature Review
Authors: Vaivadaitė Skaistė , Navickienė Eglė 
Published: October 2024

Abstract
A marketplace encompasses more than commerce. Due to its tangible and intangible characteristics, it becomes a vibrant and engaging public space for the local community and tourists. Marketplaces face challenges in both restructuring and preserving their rich attributes. A systematic literature analysis of recent architectural research has identified the challenges of markets as dynamic urban elements. Four main themes of the research have been identified – Built Environment, Economic, Social, and Cultural, as well as four intermediary themes – Local Trade, Branding, Local Identity and Sense of Place. The multidimensionality of the market has been explained. The systematic literature analysis has revealed the significant potential of the market both as a built environment element and as an economic, social, and cultural phenomenon in urban transformation processes.
The Potential Benefits of Physiotherapy in the Emergency Department: Views of Patients and Healthcare Professionals / Der potenzielle Nutzen der Physiotherapie in der Notaufnahme: Ansichten von Patienten und medizinischem Fachpersonal
Authors: Godoy-Suter Marianne Diego , Winteler Balz Ronald , Schmitt Kai-Uwe , Beckwée David , Raab Anja M. 
Published: October 2024

Abstract
Outpatient emergency consultations due to musculoskeletal (MSK) complaints are increasing in Swiss hospitals. In some countries, physiotherapy (PT) is already incorporated into patient care in emergency departments (EDs). The aim of this qualitative study was to investigate the perspectives of patients and healthcare professionals (HCPs) on the potential involvement of PT in the ED of a regional acute hospital. A total of seven individual interviews with patients with MSK complaints and one focus group interview with five HCPs from the ED of a Swiss regional acute hospital were conducted. Semi-structured literature-based guidelines were used to analyse the experience of treatment in the ED and assess the potential of PT in ED. The data was thematically analysed according to Braun & Clarke (2006). Patients and HCPs see the role of PT in the ED primarily in patient education. Patients expressed a need for information about diagnosis, prognosis, and self-management. HCPs emphasised the added value of PT’s MSK expertise and discussed new perspectives for the profession. An agile approach to PT, potentially improved quality of care and patient satisfaction, as well as concerns about PT without a medical diagnosis, were emphasised. Four of the five HCPs would actively participate in the involvement of PT. According to patients and HCPs, the potential involvement of PT in the ED could counteract a gap in patient education. They see opportunities using PT expertise, agile work deployment, potential relief for the emergency team, increased quality of care, and patient satisfaction. Challenges such as clarifying the indication and concerns about PT without a medical diagnosis are important aspects of involvement. Evaluating a PT service in a regional acute hospital would be desirable.
Assessment of the Longevity and Water Relations of Cut Gladiolus ‘White Prosperity’ in Response to GA3 Corms Pretreatment and the Composition of the Holding Solution
Authors: Rani Pooja , Yadav Kuldeep , Pal Priyanka , Singh Narender 
Published: October 2024

Abstract
The experiment was carried out in the Botanical Garden and Plant Physiology Laboratory, Department of Botany, Kurukshetra University (India) to identify the effect of postharvest treatments on qualitative traits of control (untreated) and GA3 pretreated (100 ppm) corms of ‘White Prosperity’ gladiolus to enhance flower quality and prolong longevity. Different concentrations of sucrose alone and in combinations with citric acid and 8-hydroxyquinoline (8-HQ) [T0 – control (DDW); T1 – 8% sucrose; T2 – sucrose (8%) + citric acid (200 ppm); T3 – sucrose (8%) + 8-HQ (400 ppm); T4 – citric acid (200 ppm); T5 – sucrose (4%); T6 – sucrose (4%) + citric acid (200 ppm); T7 – sucrose (4%) + 8-HQ (400 ppm)] were used as postharvest treatments under completely randomized design with ten replicates per treatment. The moisture content and the fresh weight were higher in spikes obtained from GA3 pretreated corms placed in sucrose (4%) + 8-HQ (400 ppm) solution as postharvest treatment followed by sucrose (4%) + citric acid (200 ppm) in gladiolus. The combination of sucrose (4%) + 8-HQ (400 ppm) followed by sucrose (4%) + citric acid (200 ppm) also demonstrated the best outcomes in terms of improving water uptake and vase life, which increased by ten days. These best preservative treatments are suitable for delaying flower senescence, prolonging the vase life, and enhancing the postharvest quality of gladioli. Further, this method can also help in testing new gladiolus hybrid selections.
Experimental Study on the Evacuation Behaviour of a Crowd Through Bottlenecks
Authors: Yugendar Poojari , Ravishankar K. V. R. 
Published: October 2024

Abstract
The growth of cities is very fast and is often very difficult for urban development. Pedestrian dynamics in this context are very important when designing a facility in terms of the safety, economics, and level of service to its users. The present study focuses on analysing the effect of density and width of a bottleneck on the behaviour of a crowd under emergency conditions. The inclusion of a buffer space for the dispersion of a crowd through a bottleneck is analysed. A relationship is established between total times, the flow and, a specific flow versus the width of a bottleneck. The formation of a dynamic layer was observed during capacity conditions due to the zipper effect. Among the five types of distributions, a semi-random distribution was the better fit for the headway data observed. It was observed that capacity increases in a stepwise manner as the width of a bottleneck increases, which can be attributed to the formation of dynamic lanes. The distance between these lanes is independent of the width of the bottleneck.
Physical-Mechanical and Durability Properties of Concrete with Lightweight Artificial Aggregate Produced by Controlled Self-Burning of Waste Coal Tailings
Authors: Stehlík Michal , Batelka Michal , Heřmánková Věra , Anton Ondřej 
Published: October 2024

Abstract
The goal of this research focusing on the burning of coal tailings to produce a lightweight artificial aggregate is to compare the physical-mechanical and durability properties of concrete containing this new type of artificial aggregate with those of the reference concrete. The following parameters are measured on all the samples: compressive strength, volume mass, the static modulus of elasticity in compression, the frost resistance of this new type of concrete, and the resistance to CO2. All the concretes tested with the new artificial aggregate exceeded the characteristic strength values in all the strength classes monitored. The volume mass of the concrete with the new artificial aggregate is tens of percentages lower than that of the conventional reference concrete. The frost resistance of the concrete tested was reliably proven by the non-destructive resonance method. It was also found that at the lower strength classes of concrete, carbonation occurred earlier, but there was no obvious direct relation to the porosity of the new artificial aggregate. The tests performed showed that it is possible to produce high - quality concrete using a new lightweight artificial aggregate produced from coal tailings
PERANCANGAN SKENARIO FILM PULANG TERINSPIRASI DARI KEKERASAN JALANAN: STUDI KASUS FENOMENA KLITIH DI YOGYAKARTA
Authors: Wibowo Philipus Nugroho Hari 
Published: October 2024

Kekerasan Jalanan berupa klitih menjadi fenomena yang meresahkan, dan memprihatinkan mengingat pelaku klitih adalah pelajar yang masih mencari jati diri. Permasalahan klitih sampai saat ini belum bisa di temukan secara pasti penyebabnya. Klitih merupakan tindakan kekerasan. Pendekatan perancangan skenario ini menggunakan pemahaman Sizek tentang kekerasan. Sizek membagi kekerasan menjadi dua bentuk kekerasan subjektif dan kekerasan objektif. Kekerasan subjektif adalah kekerasan yang paling dapat dilihat dalam kehidupan sehari-hari seperti: pembunuhan, pencurian, perampokan dan lain sebagainya sedangkan kekerasan subjektif adalah bentuk imaginer (tak kasat mata) dari kekerasan objektif.Perancangan ini merujuk pada tahapan-tahapan penciptaan kreatif yang dikemukakan oleh Graham Wallas yaitu, (a) Preparation, (b) Incubation, (c) Ilumination, (d) Verification. Perancangan skenario film ini diharapkan menjadi media penyadaran masyarakat tentang bahaya klitih, khususnya lingkup pendidikan yang paling kecil yaitu keluarga.Kata kunci: Kekerasan Jalanan, Klitih, Skenario Film Pulang, Sizek, Graham Wallas