{"title":"Causal Effect Evaluation of Non-Technical Graduation Requirements Supported by Specialized Courses Based on Instrumental Variable Method","authors":"Yi-Fang Yang, Bin Duan, Sirocco, Chen Qian","doi":"10.1109/EITT57407.2022.00024","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00024","url":null,"abstract":"At the moment of constant changes in measurement research methods, causal inference methods have made great progress in social science research. The complementarity and integration of causal inference methods and education evaluation schemes have become an urgent concern for researchers in the field of engineering education. In order to explain the causal effect of professional courses supporting the requirements of non-technical graduation, and thus enhance the efficiency of education governance, this paper focuses on causal inference, The transfer is applied to the field of engineering education to provide guidance and reference for teachers' teaching plans, and the tool variable method is used to remove the influence of mixed factors and to build a causal inference model. STATA software was used to empirically analyze and study the causal effect of the communication ability of electromagnetic microwave technology and antenna bilingual teaching supporting graduation requirements of professional courses, and on this basis, relevant suggestions are put forward to regulate the curriculum teaching plan and increase the output of results. The research results show that this method can guide and regulate the course teaching plan, thereby helping to make education governance intelligent.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128411021","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 the Improvement of Engineering Education Curriculum System Based on Correlation Analysis","authors":"Zikang Fu, Bin Duan, Yi-Fang Yang, C. Qian","doi":"10.1109/EITT57407.2022.00030","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00030","url":null,"abstract":"With the continuous promotion of professional accreditation of engineering education, an education assessment method based on students' learning outcomes has been gradually formed at this stage. This is characterized by focusing on hard indicators such as students' grades and achievements and aims to establish a comprehensive curriculum evaluation system for students guided by the framework of graduation requirements of the Washington Accord. However, the design of the curriculum inevitably does not correspond to the actual situation due to various problems. In this paper, we try to explain the relationship between courses in the accreditation of engineering education by combining the assessment of students' abilities and course objectives, and propose ways to improve the design of courses, so as to provide a scientific basis and reference for the formation of a more reasonable and better engineering education system.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134470653","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":"Ethical Challenges and Strategies of Artificial Intelligence Applications","authors":"Yutuan Zhang, Guangjie Ren, Dongqing Wang","doi":"10.1109/EITT57407.2022.00025","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00025","url":null,"abstract":"Artificial intelligence has come into public view due to the rapid progress of technology and great development potential. Artificial intelligence is now ubiquitous, providing us with many conveniences but also raising ethical questions. To better discuss the ethical issues of artificial intelligence, based on the perspective of artificial intelligence ethics, this paper combed the literature related to artificial intelligence ethics and analyzed the research status at home and abroad. Through case analysis, challenges faced by artificial intelligence ethics were analyzed, and artificial intelligence ethical governance strategies were proposed: It is expected to provide new ideas for the ethical research of artificial intelligence in the new era and make theoretical contributions to the healthy development of artificial intelligence risk management by considering people as the center, strictly supervising, formulating principles and binding laws. (Abstract)","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126742385","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":"Personalized Experiment Push System Based on RIMER Student Ability Assessment Model","authors":"Qicong Ke, Bin Duan, Xuan Long, Jia Xie","doi":"10.1109/EITT57407.2022.00020","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00020","url":null,"abstract":"Experimental courses in engineering majors in colleges and universities are suffering from insufficient class hours, single course experiment contents, and difficulty assessing the students' knowledge mastery. Based on the power supply experiment course as a platform, this paper designs a prototype system that assesses students' mastery of course-related knowledge and provides a personalized experiment push assistant. At the same time, the system can give teachers course feedback in the form of clearer data. This paper first starts with the experimental result data of senior students who have completed the experimental course and constructs the original RIMER student ability assessment model based on the teacher's experience. Secondly, it uses the knowledge graph to record the relevant information of the experiment and the ability information of the students. Finally, through the algorithms of word segmentation, part of speech tagging, and template matching, an experimental push assistant is constructed to help students analyze the weak parts of their knowledge in the form of human-computer interaction and push relevant experiments. The system will record the use of students and provide teachers with necessary curriculum feedback. The practice results show that the accuracy of the system is high, and after using the system, students' knowledge mastery has increased in varying degrees.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128245728","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":"What Makes Good Blended Collaborative Learning: A Case Study","authors":"Wanruo Shi, Qian Zhou, Xibin Han","doi":"10.1109/EITT57407.2022.00010","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00010","url":null,"abstract":"Blended learning has become normalized in universities due to the pandemic. However, the design and implementation of blended collaborative learning still faces challenges. Through a case study based on a blended course in an elite university in China, this paper provides a nuanced understanding of what makes good blended collaborative learning. Firstly, the critical elements of blended collaborative learning are illustrated. The manuscript then details the entire process of a blended collaborative learning case study: (a) initiation, how to team up with strangers; (b) ongoing, how these groups evolved in blended collaborative learning; and (c) summing up, how effective blended collaborative learning was. Finally, several principles for designing collaborative tasks, organizational structures, evaluations, and supporting tools are discussed from the perspective of the four elements of blended collaborative learning.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133508457","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 and Future Development Trend of Blockchain Technology in Education","authors":"H. Chan, Jie Shan","doi":"10.1109/EITT57407.2022.00032","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00032","url":null,"abstract":"With the maturity and development of blockchain technology, the application of blockchain in education is gradually deepening. Through the analysis of the current situation of blockchain education application, it can provide reference for the follow-up research application and development trend. Based on this, this paper uses the literature research method, through combing the domestic blockchain education application related literature, summarizes and finds that the current blockchain application mainly focuses on the following aspects of learning process tracking and analysis, education management and decision-making, open resource sharing, copyright authentication and protection,credit bank and education service supported by blockchain technology, and the future development of blockchain The exhibition should further enhance the evaluation of students' comprehensive quality, the aggregation of educational resources, the improvement of teaching management level, the enhancement of copyright protection, the reform of teaching mode, and the transaction of educational services.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128810265","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}
YouRu Xie, Chengjun Li, Yu-Duo Zou, Yi Qiu, Wan Xia, Ziru Ouyang
{"title":"A Practical Study of AI+First-Class Curriculum to Empower Teaching Reform in Universities of Guangdong-Hong Kong-Macao Greater Bay Area","authors":"YouRu Xie, Chengjun Li, Yu-Duo Zou, Yi Qiu, Wan Xia, Ziru Ouyang","doi":"10.1109/EITT57407.2022.00021","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00021","url":null,"abstract":"The “two properties and one degree” (which means highly advanced, innovative and challenging characteristics of first-class curriculum) approach and innovative application of first-class curriculum is an important symptom of quality development of university teaching. This study provides technical support for AI+First-class curriculum to empower the teaching reform of universities. Based on the international vision, this study clarifies the practical value of AI+First-class curriculum to empower the teaching reform of universities through literature analysis and practical research. It not only constructs the practical mode of AI+First-class curriculum for the construction of New Engineering, New Medical Science, New Agricultural Science, New Liberal Arts and New Normal, but also forms the practical mechanism of Bay Area Teaching Alliance + Teaching Guidance Institution to empower teaching reform of universities in Guangdong-Hong Kong - Macao Greater Bay Area (GBA). The three-year practical research shows that AI+First-class curriculum can strongly promote the teaching reform of universities in the GBA, continuously promote the quality of talent cultivation in the GBA, accelerate the formation of a collaborative teaching system that transcends the differences of political bodies, and effectively promote the quality development of higher education in the GBA.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117133655","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}
Mohamed Oubibi, A. Fute, Ayoub Oubibi, Hui Jing, A. Saleem, Yueliang Zhou
{"title":"Integration of Virtual Reality Technology in the Primary School: Students' Creativity and Learning Engagement","authors":"Mohamed Oubibi, A. Fute, Ayoub Oubibi, Hui Jing, A. Saleem, Yueliang Zhou","doi":"10.1109/EITT57407.2022.00027","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00027","url":null,"abstract":"During the last few years, technology has had a good impact on teaching content, teaching methods, and teaching effectiveness in primary schools with the integration of virtual reality (VR) and making the effects of VR more challenging. In the following study, “teaching with VR Technology environment” and “traditional teaching” were designed to verify and implement a series of teaching activities to compare two primary school student groups (Experiment group “EG” and Control group “CG”). The results of the experiment found how easier to integrate VR technology in the primary school classroom and how it is positively correlated with students learning engagement compared to the traditional classroom. VR technology helps and allows primary school students to give full play to their creativity during the learning process.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128692467","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":"Using the Six-Hat Thinking Technique to Facilitate Pre-service Teachers' Learning of Instructional Design in a Flipped Classroom","authors":"Xiaofang Li, Luwei Cheng, T. Long","doi":"10.1109/EITT57407.2022.00009","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00009","url":null,"abstract":"Instructional design is a critical learning content for pre-service teachers which requires not only the in-depth knowledge of instructional design models but also creativity. Although a large amount of current research has focused on improving pre-service teachers' learning of instructional design, knowledge of how to facilitate their creativity in instructional design is still limited. De Bono's six-hat thinking technique, in which six hats are composed of six different thinking hats representing six different thinking directions respectively, has been utilized to improve staff's creativity in business. While the studies in other disciplines have analyzed the effectiveness of the six-hat thinking technique and has proved it to be beneficial for developing creativity, it has been rarely used in education. Considering its potential to facilitate pre-service teachers' creativity in instructional design, this study explored how the six-hat thinking technique was used in the pre-service teachers' learning of instructional design in a flipped classroom course. Epidemic network analysis was used to analyze the pre-service teachers' online discussions. The results show that the pre-service teachers focused on creative thinking (green hat), were active in sharing their individual ideas (red hat), and provided positive suggestions with regards to others' ideas (yellow hat) during teamwork. The findings of this study could be applied in the teaching and learning of instructional design as it enriches the applications of the six-hat thinking technique into teacher education in a more efficient manner and offers a new way to improve the pre-service teachers' creativity and learning efficiency.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115835349","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":"Using Serious Games to Teach Preschool Addition and Subtraction: The Difference Between Two Kinds of Embodied Interactive Games","authors":"Guodong Yang, Yuanyuan Chen, Yayi Chen, Ziping Fan, Hao Zhang, Xiaodong Wei","doi":"10.1109/EITT57407.2022.00028","DOIUrl":"https://doi.org/10.1109/EITT57407.2022.00028","url":null,"abstract":"According to the theory of embodied cognition, the body is an important participating factor in the learning process, and learning can be promoted through the interaction and feedback between the body and the environment. In this study, two kinds of embodied interactive serious games, namely a somatosensory-interactive game and a touch-interactive game, were designed and developed by taking the example of children's “Learn to add and subtract within 10”. Through serious games, children use physical behaviors to learn the addition and subtraction of numbers in the educational virtual environment created by games and use the intrinsic motivation of games to achieve educational purposes. This study evaluated the actual effects of two kinds of embodied interactive serious games through quasi-experimental research. The study investigated the differences of intrinsic motivation, self-efficacy, and academic performance of 60 children in two different embodied games. Through data analysis, the results show that in the two serious games, the learning method of using somatosensory-interactive game can produce stronger intrinsic motivation and also has better feedback on some aspects of academic performance, but there is no significant difference in self-efficacy. The experimental group with high intrinsic motivation achieved better results than the control group with low intrinsic motivation.","PeriodicalId":252290,"journal":{"name":"2022 Eleventh International Conference of Educational Innovation through Technology (EITT)","volume":"195 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116143959","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}