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2021 International Conference on Internet, Education and Information Technology (IEIT)最新文献

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Research on automatic evaluation algorithm of subjective questions based on vector space model and synonym lexical forest 基于向量空间模型和同义词词汇森林的主观问题自动评价算法研究
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00058
Bo Yang, Qiqi Wu
{"title":"Research on automatic evaluation algorithm of subjective questions based on vector space model and synonym lexical forest","authors":"Bo Yang, Qiqi Wu","doi":"10.1109/IEIT53597.2021.00058","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00058","url":null,"abstract":"Word2vec word vector algorithm and Doc2vec text vectoring algorithm calculate the similarity between words and between texts from the perspective of vector space without considering the semantic similarity between texts. Thus, in this paper, an automatic evaluation algorithm is proposed to combine semantic similarity based on synonym lexical forest and text similarity based on vector space. Meanwhile, Sentiment analysis was used to obtain the emotional score of the reference answers and students' answers in the subjective questions. Finally, the final score of students' answers was obtained by combining text similarity and emotion scores. In this paper, logistics professional education is the experimental object of the experiment. The experimental results show that the algorithm has achieved good scoring results.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130843999","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
Research and Discussion on Key Technologies of Lightweight Smart Campus Based on LAPP 基于LAPP的轻量化智慧校园关键技术研究与探讨
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00048
Liang-liang Min, Hao Xie, Xinyan Gu, Xiaoli Hu
{"title":"Research and Discussion on Key Technologies of Lightweight Smart Campus Based on LAPP","authors":"Liang-liang Min, Hao Xie, Xinyan Gu, Xiaoli Hu","doi":"10.1109/IEIT53597.2021.00048","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00048","url":null,"abstract":"With the development and popularization of big data, artificial intelligence, and cloud computing, the digital and information development of campuses and education has become a common phenomenon. Smart campus is the development of traditional digital campus. At present, many colleges and universities are constructing and exploring smart campus. The lightweight “smart campus” based on LAPP is a unique campus system that combines manpower, equipment, environment, resources, and social factors on the basis of informatization to form a unique campus system. All information resources related to life services are fully integrated, interconnected and integrated, based on in-depth data mining and analysis, to provide comprehensive, effective and intelligent management and service process support for school work. Based on in-depth data mining and analysis, this paper analyzes and studies the lightweight “smart campus” system of LAPP from the perspective of construction and technology.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130651088","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
Application and Exploration of Digital Construction and Information Technology in the Construction of Civil Architecture Specialty Group in Higher Vocational Colleges 数字化建设与信息技术在高职院校民用建筑专业群建设中的应用与探索
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00018
FuLiang Zhou, Yajuan Chen
{"title":"Application and Exploration of Digital Construction and Information Technology in the Construction of Civil Architecture Specialty Group in Higher Vocational Colleges","authors":"FuLiang Zhou, Yajuan Chen","doi":"10.1109/IEIT53597.2021.00018","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00018","url":null,"abstract":"Digital transformation is an important way to promote the high-quality development of the construction industry. From “built in China” to “intelligent made in China” is the general trend of the development of China's construction industry. Its main sign is that information technology continues to be deeply applied to construction projects, and comprehensively promotes digital engineering and intelligent engineering. Therefore, colleges need to use the new generation of information technology to speed up the construction of high-quality digital talent team, and promote the construction of professional groups.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126220347","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
Research on the Structure of College Students' Learning Network Based on Community Theory 基于社区理论的大学生学习网络结构研究
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00106
Lan Xiaohong, Zhang Xin
{"title":"Research on the Structure of College Students' Learning Network Based on Community Theory","authors":"Lan Xiaohong, Zhang Xin","doi":"10.1109/IEIT53597.2021.00106","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00106","url":null,"abstract":"The learning process of college students is interactive. A learning network is a kind of social network established in the learning process and guided by the acquisition of knowledge and information transmission. This article was based on the community theory and discussed the college students' learning network, and built a model of the college students' learning network structure.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"100 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121811722","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
A Research and Analysis on the Demand of Blended Learner's Learning Support Service 混合式学习者学习支持服务需求的研究与分析
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00076
L. Min, Sun Yicao, Ma Hailing
{"title":"A Research and Analysis on the Demand of Blended Learner's Learning Support Service","authors":"L. Min, Sun Yicao, Ma Hailing","doi":"10.1109/IEIT53597.2021.00076","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00076","url":null,"abstract":"In order to analyze the demand of blended learner's learning support services, we conducted a questionnaire survey in a university. Empirical analysis results show that: blended learning satisfaction is positively and significantly related to learning support service; blended learners have a higher degree of demand for learning support services; female students have significantly higher demand than male students; non-history and art majors have significantly higher demand than history and art majors; the number of blended courses significantly affects the demand; but there is no significant difference in demand across grades. Therefore, according to the needs of learners, colleges and universities should enhanced awareness of learning support services, ensure investment, provide targeted support services, and construct evaluation systems to assess the quality of services.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117246110","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 Reform of Design Education by Digital Media Technology under the Background of Information Technology-Take Gannan University of Technology as an example 信息技术背景下数字媒体技术对设计教育的改革——以甘南理工大学为例
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00034
W. Lai, Yinghui Liu, Jianjie Gao
{"title":"The Reform of Design Education by Digital Media Technology under the Background of Information Technology-Take Gannan University of Technology as an example","authors":"W. Lai, Yinghui Liu, Jianjie Gao","doi":"10.1109/IEIT53597.2021.00034","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00034","url":null,"abstract":"In recent years, with the continuous integration and development of modern information technology and educationrelated fields, the diversity of carriers presented by digital media technology, the convenience of information exchange, and the technological nature of technology have all contributed to design education in colleges. This article discusses that in the context of information technology, the design major of Gannan University of Science and Technology uses digital media technology to optimize the talent training plan, clarify the value orientation of the curriculum system structure, adjust the proportion of digital curriculum practice teaching, and establish a digital talent experimental area and information technology. In terms of teaching reform and other aspects, it is discussed to make design professional education take an innovative and applicationoriented path in design professional education, Through interdisciplinary joint training of talents, implementation of a digital national strategy, formation of a multi-disciplinary cluster of scientific research atmosphere, use of information teaching to enrich teaching methods, and integration of digital technology into traditional culture, red culture and other forms to promote the transformation of traditional liberal arts education.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123114885","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
Research on English Teaching Model Strategy Based on Computer 基于计算机的英语教学模式策略研究
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00124
Rong Zhou
{"title":"Research on English Teaching Model Strategy Based on Computer","authors":"Rong Zhou","doi":"10.1109/IEIT53597.2021.00124","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00124","url":null,"abstract":"The 21st century is an information age, with the development of China's economic progress, computer technology as an auxiliary tool has been introduced into college teaching. In this paper, the characteristics and difficulties of computer English teaching are analyzed in detail. Combined with the application characteristics of computer information technology, the application orientation is regarded as the main reference in the optimization process of computer English teaching mode. At the same time, the optimization suggestions of computer English teaching mode are discussed.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"122 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123220794","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: 1
Can IT Investment Improve Customer Satisfaction? -Based on R Language IT投资能提高客户满意度吗?基于R语言
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00030
Shen Jing, Jinlin Liu
{"title":"Can IT Investment Improve Customer Satisfaction? -Based on R Language","authors":"Shen Jing, Jinlin Liu","doi":"10.1109/IEIT53597.2021.00030","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00030","url":null,"abstract":"Based on the contingency theory, this paper uses the panel data of 41 A-share listed companies in China from 2016 to 2019 to convert the product-level data from C-CSI database into enterprise-level data, and then extracts the listed companies involved by using fixed effect model and random effect model respectively. This paper analyzes the impact of information technology investment on customer satisfaction, tests the moderating effect of environmental turbulence and marketing intensity, and carries out a robustness analysis to ensure the reliability of the research results. The results show that: (1) IT investment has a positive impact on customer satisfaction. (2) Environmental turbulence negatively moderates the relationship between the two, but IT investment still positively affects customer satisfaction. (3) Marketing intensity positively adjusts the negative adjustment relationship between IT and CS caused by environmental turbulence. In short, increasing marketing intensity under the condition of environmental turbulence can alleviate the new negative adjustment caused by environmental turbulence. The conclusion of the study provides some experience for enterprises to make IT investment decisions under the current global situation.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122815543","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
A Study on Continuing Education for Standardization Professionals in China 中国标准化专业人员继续教育研究
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00114
Zhang Jingjuan, Yubo Fan, Zhang Xinliang, L. Jing
{"title":"A Study on Continuing Education for Standardization Professionals in China","authors":"Zhang Jingjuan, Yubo Fan, Zhang Xinliang, L. Jing","doi":"10.1109/IEIT53597.2021.00114","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00114","url":null,"abstract":"This paper studies the needs and contents of continuing education for standardization professionals. Based on 392 standardization professionals questionnaires, 480 enterprise recruitment information, local organizations examinations in China and standardization literature, this paper analyzes the demands of education and requirements for professionals competence from the perspective of practitioners, enterprises and governments, and proposes a system of knowledge and skills for continuing education for standardization professionals. Network education is a more suitable form of continuing education for standardization professionals.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121281968","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
A Corpus-Based Comparative Analysis of the Readability of Chinese Textbooks Used by the Preliminary Schools in Mainland China and Taiwan 基于语料库的大陆与台湾小学语文教材可读性比较分析
2021 International Conference on Internet, Education and Information Technology (IEIT) Pub Date : 2021-04-01 DOI: 10.1109/IEIT53597.2021.00134
Yuting Pan, Lijiao Yang
{"title":"A Corpus-Based Comparative Analysis of the Readability of Chinese Textbooks Used by the Preliminary Schools in Mainland China and Taiwan","authors":"Yuting Pan, Lijiao Yang","doi":"10.1109/IEIT53597.2021.00134","DOIUrl":"https://doi.org/10.1109/IEIT53597.2021.00134","url":null,"abstract":"Combined with the relevant research on the readability formula, this paper determines nine measurement indexes according to the key factors affecting text readability, and makes a quantitative analysis of the primary school Chinese textbooks printed by People's Education Press and Taiwan Hanlin Press. The study found that in terms of Chinese characters, the two editions of textbooks performed better in the coverage of commonly used Chinese characters, and the PEP textbooks have higher requirements for children's literacy skills. In terms of words, the vocabulary richness of the THP textbooks is relatively stable, and the vocabulary distribution is strongly linearly related to grades, while the PEP textbooks lack a reasonable gradient. In terms of sentences, the THP textbook sets higher requirements for the comprehension ability of senior students.","PeriodicalId":321853,"journal":{"name":"2021 International Conference on Internet, Education and Information Technology (IEIT)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116168397","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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