Applied Mathematics and Nonlinear Sciences最新文献_第2页

Research on the Innovation and Practice of Municipal Industry-Education Consortium Based on the Advantageous Correlation Degree Method under the Development of Wenzhou Private Economy 温州民营经济发展下基于优势关联度法的市产学研联合体创新与实践研究

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0388

Mengyi Yi

{"title":"Research on the Innovation and Practice of Municipal Industry-Education Consortium Based on the Advantageous Correlation Degree Method under the Development of Wenzhou Private Economy","authors":"Mengyi Yi","doi":"10.2478/amns-2024-0388","DOIUrl":"https://doi.org/10.2478/amns-2024-0388","url":null,"abstract":"\u0000 Industry-education integration education is increasingly important in promoting regional economic growth. Taking the private economic development of Wenzhou City as the background, this paper analyzes the development level of industry-education integration in Wenzhou City in depth at the geographical level by applying the perspective of industrial association. The study reveals the correlation between the development of the city’s industry-education consortium and the regional private economy industry and its economic effect characteristics. The relationship between the innovative practice of industry-education consortium and the development of private economy was quantitatively measured using the dominant correlation model’s absolute correlation and correlation order methods. The analysis results show that the economic driving effect of the industry-education consortium is characterized by apparent temporal sequence, and verifies its effectiveness in promoting economic output and facilitating industrial upgrading. It is found that the correlation between the municipal industry-education consortium and Wenzhou private economy is generally higher than 0.6, and the value of the correlation coefficient of the driving force is between 0.6 and 0.9, indicating that the innovation of the industry-education consortium has a significant driving effect on the development of Wenzhou private economy. This study provides valuable references and insights for further deepening the development strategy of regional industry-education integration and promoting regional economic development.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140523698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Artistic Characteristics and Innovative Application of Ink Animation in Animation Scenes in the Age of Artificial Intelligence 人工智能时代水墨动画的艺术特点及在动画场景中的创新应用

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0591

Qiaohong Hu

引用次数: 0

The Construction of Wisdom Teaching Mode of Physical Education and Training in Colleges and Universities in the Internet Era 网络时代高校体育教学与训练智慧教学模式的构建

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0777

Yahui Qian

{"title":"The Construction of Wisdom Teaching Mode of Physical Education and Training in Colleges and Universities in the Internet Era","authors":"Yahui Qian","doi":"10.2478/amns-2024-0777","DOIUrl":"https://doi.org/10.2478/amns-2024-0777","url":null,"abstract":"\u0000 The rise of the intelligent teaching model, relying on artificial intelligence and digital information technology, provides students with personalized and autonomous learning pathways. The model encourages students to learn independently and develop personally by integrating online and offline learning resources, enhancing their innovation and practical skills. Educational innovation has focused on exploring how to effectively incorporate competent teaching resources to improve teaching efficiency and students’ physical education skills. This study designed a new smart teaching mode for physical training science using blended learning theory and artificial intelligence technology. The differences in students’ physical education performance, participation, and satisfaction between the traditional and intelligent teaching modes were analyzed by comparison. The students who used innovative teaching methods in the study were better than those who used conventional teaching methods in 100-meter sprint and basketball shooting accuracy, with an average improvement rate of 15%. According to the study, the intelligent teaching mode can effectively enhance students’ physical education learning efficiency and mastery of movement skills, paving the way for a new development direction in college physical education.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140523564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Construction of Piano Performing Arts Talent Cultivation and Creative Thinking Based on the Constant Differential Error Approximation Method 基于常微分误差逼近法的钢琴演奏艺术人才培养与创新思维构建

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0252

Xiao Yang, Yanyan Lu

{"title":"Construction of Piano Performing Arts Talent Cultivation and Creative Thinking Based on the Constant Differential Error Approximation Method","authors":"Xiao Yang, Yanyan Lu","doi":"10.2478/amns-2024-0252","DOIUrl":"https://doi.org/10.2478/amns-2024-0252","url":null,"abstract":"\u0000 Piano talent cultivation mostly focuses on repetitive training only, and lacks a clear cultivation program for theoretical knowledge and skill points. In this paper, we adopt the curriculum knowledge graph to extract the knowledge point subgraph of piano learning and provide an initialized knowledge graph structure for the learning path under the cultivation scheme. A multi-objective optimization model of the path containing constraints such as the difficulty and mastery of knowledge points is set, and the relevant parameters of the model are defined and calculated to establish a multi-optimization objective function. A solution method that uses constant differential error approximation is proposed as a means of approaching the Pareto optimal solution. To develop the LSPIA algorithm with reciprocal weights, the adjustment vectors are modified using a least squares asymptotic iterative approximation with minimum squares values. Following the discovery of the most suitable route, a teaching experiment was carried out. The results show that the posttest P-value of the total creative thinking score of the experimental and control classes is 0.022 less than 0.05, which indicates that there is a significant difference between the creative thinking of the students in the two classes in terms of affective characteristics. The experimental group achieved a mean score of 122.69 on the post-test, which was a significant improvement from the mean score on the pre-test. An innovative approach to cultivating piano playing talents involves optimizing learning paths.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140518385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Differential Analysis of Stylistic Features in English Translation Teaching Based on Semantic Contrastive Analysis 基于语义对比分析的英语翻译教学中文体特征的差异分析

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0085

Rong Yan

{"title":"Differential Analysis of Stylistic Features in English Translation Teaching Based on Semantic Contrastive Analysis","authors":"Rong Yan","doi":"10.2478/amns-2024-0085","DOIUrl":"https://doi.org/10.2478/amns-2024-0085","url":null,"abstract":"\u0000 In this paper, in the process of digitization of stylistic features in English translation teaching, the simulated stylistic features in English translation teaching activities are quantified and pre-emphasized to obtain the decoder of stylistic features of English translation with higher precision, and the stylistic features recognition algorithm in English translation teaching is designed, and the results of the stylistic features recognition in English translation teaching can be obtained by substituting the initial data into the recognition algorithm. Based on stylistic feature recognition, combined with the post-particle swarm optimization algorithm and artificial neural network to construct the stylistic feature analysis model in English translation teaching, and use the method of statistical analysis to analyze the differences of stylistic features in English translation teaching. The results show that the rank means value of auxiliary is the highest, reaching 209.81, the lowest is a preposition (145.17), and the conjunction and adverb are 154.17 and 157.45 respectively, which indicates that auxiliary has the strongest variability of features in the translation of English novels, and this study enables students to have a comprehensive and in-depth understanding of the text, to grasp the stylistic features of the text, and to improve the students’ comprehensive English language ability and translation level.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140515674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Efficiency Improvement of Urban Spatial Economic Interaction and Regional Economic Development in the Context of Industrial Circulation 产业循环背景下城市空间经济互动与区域经济发展的效率提升

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0428

Huanxia Hao, Ziyi Jiang, Chengbing He

{"title":"Efficiency Improvement of Urban Spatial Economic Interaction and Regional Economic Development in the Context of Industrial Circulation","authors":"Huanxia Hao, Ziyi Jiang, Chengbing He","doi":"10.2478/amns-2024-0428","DOIUrl":"https://doi.org/10.2478/amns-2024-0428","url":null,"abstract":"\u0000 With the deepening of economic globalization, interregional connectivity is increasing, making regional economic linkages a hot topic in economics. This study draws on the principles of operations research to classify the urban spatial financial interaction structure into four primary forms: isolated scatter, line, circle, column and network. Through the social network analysis method, the economic structure of urban space is analyzed from the three dimensions of network density, network centrality and cohesive subgroups. At the same time, the distribution of the potential hierarchy of intercity economic links is explored in detail using the gravity model. The empirical Analysis of the 26 city clusters in the Yangtze River Delta reveals that the spatial correlation of the industrial circulation level among these cities is 0.331, and the mean value of the empirical distribution reaches 0.4338, which significantly indicates that the industrial circulation level is positively correlated with the regional economic development. This study provides a valuable reference for the formulation of regional development strategies and shows a unique innovation in enriching the content of economic linkage theory.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140518156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Mining and Application of Digital Health Elements in Higher Education Student Management and Education 数字健康元素在高校学生管理和教育中的挖掘与应用

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0599

Haibo Yu

{"title":"Mining and Application of Digital Health Elements in Higher Education Student Management and Education","authors":"Haibo Yu","doi":"10.2478/amns-2024-0599","DOIUrl":"https://doi.org/10.2478/amns-2024-0599","url":null,"abstract":"\u0000 This study explores the mining and application of digital health elements in higher education student management and education, refining student user profiles through data mining techniques and applying them to student management and education to improve the accuracy and effectiveness of education management. The basic process of data mining, including data cleaning, integration, selection, transformation, mining, pattern evaluation and knowledge representation, was first carried out in the study. Then, a clustering recommendation algorithm based on user characteristics was designed to construct a clustering model of user interest preferences by calculating the distance between user attributes and filling the rating matrix using rating time and item type. Then, the study constructed a student user profiling system and analyzed techniques such as fuzzy C-mean clustering, association rule algorithm and user-based collaborative filtering. The study results show that applying digital health elements in student management and education helps identify potential association patterns of students’ mental health problems. For example, in the W vocational school case study, the association rule algorithm found that the sense of learning stress and compulsion were the most frequent combinations of psychological problems among students, with support levels of 0.7451 and 0.6518, respectively. In addition, the study evaluated the effects of educational management interventions on the mental health of higher vocational students, and found that, after adopting student user profiles for educational management interventions, the experimental class students’ mental health scores for each variable were 0.602 to 1.113 points higher than those of the control class, which significantly improved the students’ psychological quality.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140518181","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Generative Adversarial Network-based Data Recovery Method for Power Systems 基于生成式对抗网络的电力系统数据恢复方法

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0173

Di Yang, Ming Ji, Yuntong Lv, Mengyu Li, Xuezhe Gao

{"title":"Generative Adversarial Network-based Data Recovery Method for Power Systems","authors":"Di Yang, Ming Ji, Yuntong Lv, Mengyu Li, Xuezhe Gao","doi":"10.2478/amns-2024-0173","DOIUrl":"https://doi.org/10.2478/amns-2024-0173","url":null,"abstract":"\u0000 Facing the problem of power system data loss, this paper proposes a power system data recovery method based on a generative adversarial network. The power system clustering method utilizes aggregated hierarchical clustering and takes into consideration the similarity between different power system data. To transform the power system data recovery problem into a data generation problem, an improved GAN network data analysis method is proposed that utilizes LSTM as a generator and discriminator. Through experimental tests, the LSTM-GAN method is tested with the LSTM method, interpolation method and low-rank method to compare its effect on lost data recovery under different signals of power system data static and dynamic and four fault scenarios. The results show that the root-mean-square errors of the LSTM-GAN method for recovering data under static-dynamic fluctuations are less than 1.2%, and the difference between the errors under 55% and 15% missing data conditions is only 0.77%, with the highest data recovery error of 2.32% in the power system fault scenarios. Therefore, the GAN-based power system data recovery method can effectively realize the recovery of lost data.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140516827","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Practice of Refined Management of Office Reception Work in the Era of Artificial Intelligence 人工智能时代办公室接待工作精细化管理实践

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0406

Yuefang Zhang

{"title":"The Practice of Refined Management of Office Reception Work in the Era of Artificial Intelligence","authors":"Yuefang Zhang","doi":"10.2478/amns-2024-0406","DOIUrl":"https://doi.org/10.2478/amns-2024-0406","url":null,"abstract":"\u0000 While discussing the importance of office reception work, this article emphasizes the key role of fine management in improving work efficiency and service quality. Against the background of the artificial intelligence era, the article successfully constructs a framework for an office reception work management system by utilizing cutting-edge React and Express technologies. The system not only carries out meticulous module design based on functional requirements, but also proposes a personalized recommendation algorithm integrating clustering and collaborative filtering by optimizing the Similarity of user characteristics and item attributes for joint filtering recommendation to achieve more humanized reception services. To verify the system's effectiveness, this study conducted an application analysis using University Q as a case study. The analysis results show that from 2008 to 2022, the indices of reception preparation, knowledge of reception work, staffing, business skills of reception staff, work attitude and work detail control have been significantly improved, with an increase ranging from 32.0761 to 37.1677, indicating that the management level of office reception work is constantly optimized and shows a rapid growth. This innovative office reception work management system not only realizes refined management, but also comprehensively improves the service efficiency and comprehensive management level, which provides a valuable reference for the management of similar work.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140521738","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Analysis of the psychological and physiological conditions of blockchain technology in college physical education 区块链技术在高校体育教学中的心理和生理状况分析

IF 3.1

Applied Mathematics and Nonlinear Sciences Pub Date : 2024-01-01 DOI: 10.2478/amns-2024-0831

Gang Cheng

{"title":"Analysis of the psychological and physiological conditions of blockchain technology in college physical education","authors":"Gang Cheng","doi":"10.2478/amns-2024-0831","DOIUrl":"https://doi.org/10.2478/amns-2024-0831","url":null,"abstract":"\u0000 Blockchain technology, with its decentralization, traceability, and immutability, offers promising solutions across various sectors, including education. This study explores the application of blockchain in enhancing the security and personalization of educational resource sharing within university physical education (PE). We ensure secure resource sharing by developing a blockchain-based model for PE resource distribution and refining the consensus algorithm. Our research involved a 10-week experiment with 80 university students, measuring changes in psychological factors (e.g., anxiety, depression) and physiological parameters (e.g., lung capacity). Results indicated a notable improvement in students’ psychological well-being, with anxiety and depression levels dropping by an average of 15%, and a significant enhancement in physiological health, evidenced by an average increase in lung capacity of 2.11±1.00 ml/kg. These findings underscore the potential of blockchain technology to elevate university PE teaching practices and positively impact student health, highlighting its significant applicability and future potential in educational contexts.","PeriodicalId":52342,"journal":{"name":"Applied Mathematics and Nonlinear Sciences","volume":null,"pages":null},"PeriodicalIF":3.1,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140525599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0