{"title":"Research and practice of health information technology personnel training based on Modern Apprenticeship","authors":"Bing-jin Liang","doi":"10.1109/ICAIE53562.2021.00124","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00124","url":null,"abstract":"In recent years, with the deepening of the new medical reform, China has increased investment in health informatization. There is a strong demand for health information technology talents. Health information technology talents not only learn basic information technology skills such as software development, software implementation, software testing, but also learn database management, software installation, software usage, maintenance and other professional knowledge of health information system. In order to better carry out the training of health information technology talents, we jointly recruit modern apprenticeship class students with health and medical information enterprises. This paper expounds how to educate people through work-integrated learning, school-enterprise cooperation and other ways. Compared with the ordinary students of the same grade, the students in the apprenticeship class have adapted to the working and learning mode of health information enterprises, and can independently complete the tasks of health information system development and project implementation, with stronger hands-on ability. The training of health information technology talents based on modern apprenticeship system has a good effect.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128773548","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}
{"title":"Exploration and Practice of Ideological and Political Content Design of Fluid Mechanics Based on Multimedia Technology","authors":"Zhi Mei Wen, Ren Dong Guo","doi":"10.1109/ICAIE53562.2021.00096","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00096","url":null,"abstract":"The foundation of a university is to cultivate people by virtue, and curriculum ideological and political thinking is a strategic measure to carry out the fundamental task of cultivating people by virtue. It is an effective way to help students to establish a correct outlook on life, world view and values by making full use of multimedia technology and integrating it into ideological and political content under the premise of following the teaching rules of college specialized courses. Based on the engineering of building environment and energy application of the fluid mechanics curriculum as an example, the article explore the use of multimedia technology to the professional knowledge and education to carry on the organic fusion between elements, as well as the implementation of specific measures, strive to teach professional theory knowledge, at the same time to undertake to the student the spirit of the ideal faith level instructions.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127447582","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}
{"title":"Facial emotion recognition based on LDA and Facial Landmark Detection","authors":"Lanxin Sun, JunBo Dai, Xunbing Shen","doi":"10.1109/ICAIE53562.2021.00020","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00020","url":null,"abstract":"Emotion recognition in the field of human-computer interaction refers to that the computer has the corresponding perceptual ability to predict the emotional state of human beings in advance by observing human expressions, behaviors and emotions, so as to ensure that computers can communicate emotionally with humans. The main research work of this paper is to extract facial image features by using Linear Discriminant Analysis (LDA) and Facial Landmark Detection after grayscale processing and cropping, and then compare the accuracy after emotion recognition and classification to determine which feature extraction method is more effective. The test results show that the accuracy rate of emotion recognition in face images can reach 73.9% by using LDA method, and 84.5% by using Facial Landmark Detection method. Therefore, facial landmarks can be used to identify emotion in face images more accurately.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127562831","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}
{"title":"The Mixed Teaching Mode of \"Civil Engineering Materials\" Based on Integration and Rain Classroom Research and practice","authors":"Chunhui Zhang","doi":"10.1109/ICAIE53562.2021.00093","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00093","url":null,"abstract":"Hybrid teaching mode combines the advantages of traditional classroom teaching and network teaching, and has become one of the most important research directions in information teaching reform. The new teaching tool \"rain classroom\" developed by Tsinghua University is based on the platform of power point and wechat, which can easily realize the comprehensive interactive hybrid teaching. This paper first analyzes the problems existing in the traditional teaching of civil engineering materials, reconstructs the course content, adopts the rain classroom and integrated hybrid teaching mode to carry out reform practice, promotes the establishment of efficient classroom, strengthens the interaction between teachers and students, promotes the close combination of information technology and teaching, and cultivates students' engineering thinking mode of analyzing and solving problems, It can stimulate students' learning initiative, enhance their ability of unity, cooperation and innovation, and meet the requirements of applied talents training.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128149934","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}
{"title":"Analysis of WeChat Application Strategy in Parent-Kindergarten Cooperation","authors":"Wang Jingwen, Fu Xianglin, Zhu Jiaping","doi":"10.1109/ICAIE53562.2021.00065","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00065","url":null,"abstract":"Parent-kindergarten cooperation is a very common and important form of education. With the progress of information technology, WeChat, as a new instant messaging tool, has many advantages, such as high initiative and fast information transmission, which is welcomed by the majority of parents. WeChat is another important parent-kindergarten cooperation platform and media tool in addition to the traditional parents’ meeting, parent-kindergarten contact handbook and parents’ school. How to play the important role of WeChat as a bridge in parent-kindergarten cooperation is of vital significance. In this paper, questionnaire survey is used to understand the current application situation of WeChat in the parent-kindergarten cooperation between two public kindergartens in Shapingba District of Chongqing, including 54 teachers and 248 parents, the existing problems are analyzed and summarized, and the corresponding feasible strategies are put forward.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123745550","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}
{"title":"An Empirical Research on Construct and Influencing Factors of College Students’ Blended Learning Power Based on SPSS 22 software and AMOS 24.0 software","authors":"L. Min, Sun Yichao, Ma Hailing","doi":"10.1109/ICAIE53562.2021.00094","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00094","url":null,"abstract":"In order to promote the deep integration of information technology and education teaching, universities are vigorously carrying out blended teaching. The changes in learning styles brought by online and offline blended learning have put forward higher requirements on learners’ blended learning power. This study designed a questionnaire based on four dimensions of blended learning power and conducted a questionnaire survey on 2470 college students in a university. Using SPSS22 and AMOS 24.0 software, we used factor analysis, correlation analysis and stepwise multiple regression analysis to analyze the structure and influencing factors of blended learning power and construct a model. The study showed that the blended learning power of college students was generally at a medium level, school support, teacher support and peer support were significantly and positively related to blended learning power, and gender, grade, and number of blended courses studied affected blended learning power. Accordingly, this study suggests that universities should build a blended learning support service system to improve learner readiness, stimulate learners’ internal motivation, and enhance the effectiveness of blended learning. This study can provide a reference for the construction and evaluation of blended learning support service system in colleges and universities.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121575765","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}
{"title":"Short-Term Load Forecasting Model of the Power System Based on ICSO_RF_GRU Networks","authors":"Liu Ming, Shang Shang","doi":"10.1109/ICAIE53562.2021.00152","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00152","url":null,"abstract":"Short-term load forecasting is one of the important bases for the operation of real-time power market. The improvement of forecasting accuracy is of great significance to revealing the characteristics of power consumption and providing real-time power system planning. Based on the rich historical data in power system, this paper proposed a method of short-term load forecasting model based on ICSO_RF_GRU network. The improved chicken swarm algorithm (ICSO) was used to optimize the number of decision trees and splitting characteristics in the random forest model, so that the performance of the random forest model is the best. Then, the random forest algorithm was used to fuse three GRU networks with different structures and perform group forecasting to get the load forecasting results of different groups. Finally, the forecasting results of each group were added to get the forecasting results. The historical load data of a prefecture level city power grid in Jiangsu Province is used for simulation analysis. Compared with the traditional prediction model, the prediction model proposed in this paper has better prediction accuracy.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114943342","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}
{"title":"Research on Future Education Development under the trend of Information Technology and Artificial Intelligence in the Sixth Scientific and Technological Revolution","authors":"Qingchu Jiang, Tianmei Mao","doi":"10.1109/ICAIE53562.2021.00131","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00131","url":null,"abstract":"With the rapid rise of big data, cloud computing, artificial intelligence and other emerging technologies and their wide application in various fields of society, the Sixth Scientific and Technological Revolution is quietly infiltrating human habitat, which Includes the field of education. At present, China's education development is also facing the challenges of education reform. Based on the influence of technological revolution on the future, this paper investigates the development of educational technology for China's educational reform. Our education should change the teaching form through multimedia and online classroom tools, and expand the new teaching content under the analysis of Artificial Intelligence (AI). On the one hand, informatization, internationalization and knowledge economy bring severe external challenges to education. On the other hand, China's education is facing such problems as educational injustice, lack of innovation and lack of lifelong education system. Traditional educational concepts, models and methods are no longer able to adapt to the new development situation, and there is an urgent need to promote systematic changes in education as a whole. Based on the future impact of the Sixth Scientific and Technological Revolution, this study aims to clarify the scientific trend and law of education in the future. In view of these problems, this paper puts forward concrete analysis and countermeasures for China's educational reform in combination with the technological development in the field of education.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115008536","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}
{"title":"Topics and their Evolution in the research field of Teaching Chinese as A Foreign Language : A bibliometrics analysis based on VOSviewer","authors":"Zhigang Hu, Hanning Guo","doi":"10.1109/ICAIE53562.2021.00142","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00142","url":null,"abstract":"Teaching Chinese as A Foreign Language (TCFL) has increasingly become an important cause in China’s international communication and a hot research area in language teaching and linguistic studies. To identify main research topics and reveal how these topics evolved since 2000, we conducted a bibliometrics analysis based on the CNKI literature database. VOSviewer, a software tool for constructing and visualizing bibliometric networks, was employed to illustrate the distribution and evolution maps in this field.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130336366","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}
{"title":"The Application of Artificial Intelligence in Public Administration","authors":"Xihui Hou","doi":"10.1109/ICAIE53562.2021.00063","DOIUrl":"https://doi.org/10.1109/ICAIE53562.2021.00063","url":null,"abstract":"With the continuous improvement of science and technology in China, people put forward higher requirements for public management. Artificial intelligence as a new generation of technology products, how to enter the management level, triggered the discussion of relevant experts. This paper first points out the related concepts of artificial intelligence and public management, then discusses the measures and effects of the combination of the two, and finally provides a solution to the problems caused by the combination of the two.","PeriodicalId":285278,"journal":{"name":"2021 2nd International Conference on Artificial Intelligence and Education (ICAIE)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133706023","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}