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International Journal of Web-Based Learning and Teaching Technologies最新文献

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Network Algorithms for Intelligent Evaluation of Composition in Middle School English Cloud Classrooms 初中英语云课堂作文智能评价的网络算法
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-13 DOI: 10.4018/ijwltt.337967
Yaohua Huang, Chengbo Zhang
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引用次数: 0
Evaluation Method of Higher Education Teaching Reform Based on Deep Learning Analysis Technology 基于深度学习分析技术的高等教育教学改革评价方法
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-13 DOI: 10.4018/ijwltt.337604
Taolin Zhang, Shuwen Jia, C. Angeli
{"title":"Evaluation Method of Higher Education Teaching Reform Based on Deep Learning Analysis Technology","authors":"Taolin Zhang, Shuwen Jia, C. Angeli","doi":"10.4018/ijwltt.337604","DOIUrl":"https://doi.org/10.4018/ijwltt.337604","url":null,"abstract":"Considering the shortcomings of large evaluation errors, long time, human, and material resources in the evaluation process of the current college teaching mode to improve the accuracy of the evaluation of college teaching mode and reduce the cost of the evaluation, this study proposes an evaluation method for college teaching methods based on deep learning algorithms. Firstly, the research status of the evaluation of college teaching mode is analyzed, and the reasons for the poor evaluation results of the current college teaching mode are found; then the existing deep learning algorithm is improved, and the effectiveness and speed of the method are verified by comparing with other models. Then, the evaluation model of college teaching mode is established, and machine learning is performed on the evaluation data of college teaching mode; finally, the evaluation data of college teaching mode is collected, and the application example test of college teaching mode evaluation is performed.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"60 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139781558","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
Network Algorithms for Intelligent Evaluation of Composition in Middle School English Cloud Classrooms 初中英语云课堂作文智能评价的网络算法
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-13 DOI: 10.4018/ijwltt.337967
Yaohua Huang, Chengbo Zhang
{"title":"Network Algorithms for Intelligent Evaluation of Composition in Middle School English Cloud Classrooms","authors":"Yaohua Huang, Chengbo Zhang","doi":"10.4018/ijwltt.337967","DOIUrl":"https://doi.org/10.4018/ijwltt.337967","url":null,"abstract":"This study combines link grammar (LG) detector with N-grammar model to analyze and evaluate grammar in compositions. And then the composition level is judged through information entropy. Finally, the composition score is calculated based on the overall composition level and grammar weight. The experimental results show that the combined weight of recall and accuracy of the proposed method in this study is 89.9%, which is 26.6% higher than LG and 9.7% higher than Grammarly. In the performance test of scoring the entire essay, the proportion of error between the proposed method and manual evaluation is 87.29%, with a lower overall mean square error of only 3.08 and a shorter average running time of only 22.69 seconds. The method proposed in this study has a high accuracy and strong applicability in the evaluation of English compositions for middle school students, providing a new approach for teaching English writing for middle school students.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"118 16","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139781178","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
Evaluation Method of Higher Education Teaching Reform Based on Deep Learning Analysis Technology 基于深度学习分析技术的高等教育教学改革评价方法
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-13 DOI: 10.4018/ijwltt.337604
Taolin Zhang, Shuwen Jia, C. Angeli
{"title":"Evaluation Method of Higher Education Teaching Reform Based on Deep Learning Analysis Technology","authors":"Taolin Zhang, Shuwen Jia, C. Angeli","doi":"10.4018/ijwltt.337604","DOIUrl":"https://doi.org/10.4018/ijwltt.337604","url":null,"abstract":"Considering the shortcomings of large evaluation errors, long time, human, and material resources in the evaluation process of the current college teaching mode to improve the accuracy of the evaluation of college teaching mode and reduce the cost of the evaluation, this study proposes an evaluation method for college teaching methods based on deep learning algorithms. Firstly, the research status of the evaluation of college teaching mode is analyzed, and the reasons for the poor evaluation results of the current college teaching mode are found; then the existing deep learning algorithm is improved, and the effectiveness and speed of the method are verified by comparing with other models. Then, the evaluation model of college teaching mode is established, and machine learning is performed on the evaluation data of college teaching mode; finally, the evaluation data of college teaching mode is collected, and the application example test of college teaching mode evaluation is performed.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"414 ","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139841389","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
Strategies of Infiltrating Psychological Fitness Education Into Ideological and Political Education 在思想政治教育中渗透心理健康教育的策略
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-07 DOI: 10.4018/ijwltt.336924
Ma Yin, Xiangang Hu
{"title":"Strategies of Infiltrating Psychological Fitness Education Into Ideological and Political Education","authors":"Ma Yin, Xiangang Hu","doi":"10.4018/ijwltt.336924","DOIUrl":"https://doi.org/10.4018/ijwltt.336924","url":null,"abstract":"As the cradle of cultivating talents, universities are facing great opportunities and challenges in their education. Among them, IPE (ideological and political education), as an important foundation for the future growth of university students, is of great significance. This paper discusses the relationship between IPE and psychological fitness education in university teaching. This paper expounds the necessity and feasibility of playing the role of psychological fitness education in IPECU (ideological and political education in colleges and universities). Based on this, this paper gives the strategy of infiltrating psychological fitness education into IPE. This paper combines NN (neural network) method to construct an assessment model of IPE quality. In this paper, MATLAB is used for simulation and comparative analysis. The final experiment shows that the RMSE of this algorithm is 0.512, MAE is 1.089, and the accuracy of the algorithm is 0.958.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"7 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139796341","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
Correlation Analysis of Middle School Students' Happiness and Sports in the Context of Big Data 大数据背景下中学生幸福感与体育运动的相关性分析
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-07 DOI: 10.4018/ijwltt.337605
Qi Song, Bo Rong
{"title":"Correlation Analysis of Middle School Students' Happiness and Sports in the Context of Big Data","authors":"Qi Song, Bo Rong","doi":"10.4018/ijwltt.337605","DOIUrl":"https://doi.org/10.4018/ijwltt.337605","url":null,"abstract":"Data mining has been applied to a large extent in various information application fields this year. In this paper, it is applied to the students' physical exercise for partial optimization and compared with some traditional algorithms for improvement. Different analysis results are obtained under different potential information analysis backgrounds, which improves the accuracy and results of clustering analysis. This study used the physical activity rating scale and the subjective well-being scale to assess the status, subjective well-being level, and interaction mechanism of middle school students in Sichuan Province participating in physical exercise. The physical activity of students is insufficient, and the physical activity of girls is seriously insufficient; the overall level is above average, and the average score of boys in the two dimensions of life satisfaction and emotional balance is higher than that of girls; the relationship between each dimension of physical exercise and life satisfaction and emotional balance is shown.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"71 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139854793","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
Feature Extraction of Dialogue Text Based on Big Data and Machine Learning 基于大数据和机器学习的对话文本特征提取
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-07 DOI: 10.4018/ijwltt.337602
Xueli Liu, Hua Zhang, Yue Cheng
{"title":"Feature Extraction of Dialogue Text Based on Big Data and Machine Learning","authors":"Xueli Liu, Hua Zhang, Yue Cheng","doi":"10.4018/ijwltt.337602","DOIUrl":"https://doi.org/10.4018/ijwltt.337602","url":null,"abstract":"In this article, a dialogue text feature extraction model based on big data and machine learning is constructed, which transforms the high-dimensional space of text features into the low-dimensional space that is easy to process, so that the best feature words can be selected to represent the document set. Tests show that in most cases, the classification accuracy of this model is higher than 88%, and the recall rate is higher than 85%, thus achieving the goal of higher classification accuracy with less computation. When extracting the features of dialogue texts, there is no need for preprocessing, just count the data such as lexical composition, sentence length and sentence-to-sentence relationship of the target text, and make linear analysis to obtain key indicators and weights. Based on this, the classification model can achieve good results, thus effectively reducing the workload and computation of text classification.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"63 3","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139796838","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
Correlation Analysis of Middle School Students' Happiness and Sports in the Context of Big Data 大数据背景下中学生幸福感与体育运动的相关性分析
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-07 DOI: 10.4018/ijwltt.337605
Qi Song, Bo Rong
{"title":"Correlation Analysis of Middle School Students' Happiness and Sports in the Context of Big Data","authors":"Qi Song, Bo Rong","doi":"10.4018/ijwltt.337605","DOIUrl":"https://doi.org/10.4018/ijwltt.337605","url":null,"abstract":"Data mining has been applied to a large extent in various information application fields this year. In this paper, it is applied to the students' physical exercise for partial optimization and compared with some traditional algorithms for improvement. Different analysis results are obtained under different potential information analysis backgrounds, which improves the accuracy and results of clustering analysis. This study used the physical activity rating scale and the subjective well-being scale to assess the status, subjective well-being level, and interaction mechanism of middle school students in Sichuan Province participating in physical exercise. The physical activity of students is insufficient, and the physical activity of girls is seriously insufficient; the overall level is above average, and the average score of boys in the two dimensions of life satisfaction and emotional balance is higher than that of girls; the relationship between each dimension of physical exercise and life satisfaction and emotional balance is shown.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"7 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139794997","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
Innovation-Driven Development Strategy of Preschool Education in the Internet+ Era 互联网+时代学前教育创新驱动发展战略
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-07 DOI: 10.4018/ijwltt.337601
Hongxia Cai
{"title":"Innovation-Driven Development Strategy of Preschool Education in the Internet+ Era","authors":"Hongxia Cai","doi":"10.4018/ijwltt.337601","DOIUrl":"https://doi.org/10.4018/ijwltt.337601","url":null,"abstract":"With the development of information technology and the internet, preschool education needs more innovative thinking and methods to promote its development. However, current preschool education faces many problems, such as limited resources, uneven educational quality, and difficulty in achieving personalized education, which seriously affect children's physical and mental health and social adaptability. Therefore, this paper selects preschool education innovation in the “internet plus” era as the research object. This paper will use literature review and empirical research methods to analyze problems and explain the theoretical basis; put forward teaching, management, service innovation; and at the same time promote educational system reform, optimize resource allocation, strengthen teacher construction, improve teaching quality and other pre-school education innovation strategies in the “internet plus” era. The research results can provide reference and inspiration for innovation in preschool education.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"54 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139856246","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 Effect of Dance Education on College Students' Artistic Quality Under the New Media 新媒体下舞蹈教育对大学生艺术素养的影响
International Journal of Web-Based Learning and Teaching Technologies Pub Date : 2024-02-07 DOI: 10.4018/ijwltt.337969
Ruijiang Song, Sufang Liu, J. Zanuttini
{"title":"The Effect of Dance Education on College Students' Artistic Quality Under the New Media","authors":"Ruijiang Song, Sufang Liu, J. Zanuttini","doi":"10.4018/ijwltt.337969","DOIUrl":"https://doi.org/10.4018/ijwltt.337969","url":null,"abstract":"Cultivating diversified and high-quality talents is the mode of cultivating talents in higher quality education. Aiming at the effect of the innovation of dance education system, the authors study the change of its influence on college students' artistic accomplishment under the new media form. Firstly, it analyzes the research status of the integration of dance education development and new media education in various countries, and improves the shortcomings of traditional dance teaching. Starting from new media technology, the education process is optimized by means of mobile network, intelligent communication, and wireless sensing. Finally, the regression model is used to test the influence of new media means on the artistic accomplishment and employment trend of college dance education students. The results show that dance education in the context of new media can improve students' artistic literacy and help college students achieve the goal of rapid employment.","PeriodicalId":506438,"journal":{"name":"International Journal of Web-Based Learning and Teaching Technologies","volume":"27 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139795326","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
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