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2018 International Joint Conference on Information, Media and Engineering (ICIME)最新文献

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Performance Drop Detector Based on Bayesian Network and Logistic Regression 基于贝叶斯网络和逻辑回归的性能下降检测器
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00067
Rui Zhang, Xiaojuan Zhang, Zhihua Zhang, S. Xie, Zu-Yuan Wang, Tiangang Wu
{"title":"Performance Drop Detector Based on Bayesian Network and Logistic Regression","authors":"Rui Zhang, Xiaojuan Zhang, Zhihua Zhang, S. Xie, Zu-Yuan Wang, Tiangang Wu","doi":"10.1109/ICIME.2018.00067","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00067","url":null,"abstract":"In this paper, performance drop detector is designed for formative assessment using Bayesian network. Assessment items' difficulty and discrimination are determined by logistic regression to improve detector's performance. Students' result on assessment are predicted by Bayesian network with assessment items as nodes. The probability that the student may fail is calculated based on the properties of nodes for each path, the threshold probability is set as 0.9 to improve the accarucy for the prediction. The precision and recall of the prediction depends on number of layers of the network, the assessment item's difficulty and discrimination. With our sample, the precision of the prediction can be as high as 0.94 (recall 0.30).","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128874500","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
Impact of Weibo User's Personality Traits on Loyalty 微博用户人格特征对忠诚度的影响
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00025
S. Zou, Keda Wu
{"title":"Impact of Weibo User's Personality Traits on Loyalty","authors":"S. Zou, Keda Wu","doi":"10.1109/ICIME.2018.00025","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00025","url":null,"abstract":"With the rapid development of science and technology, Internet penetration rate and mobile Internet usage rate are rising. Social networking site becoming one of the most important application in Web2.0. If social networking sites want to maintain a good development trend, they must start with the users themselves and find ways to improve user loyalty. Therefore, this study conducts research on the social networking site that have emerged in recent years:Sina Weibo, which is the most representative and influential application in China. This research object to understand the relationship between the personality traits and loyalty of Weibo users.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"207 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133778327","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
Principles for Teaching, Leading, and Participatory Learning with a New Participant: AI 新参与者的教学、领导和参与式学习原则:人工智能
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00075
Eugene G. Kowch, J. Liu
{"title":"Principles for Teaching, Leading, and Participatory Learning with a New Participant: AI","authors":"Eugene G. Kowch, J. Liu","doi":"10.1109/ICIME.2018.00075","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00075","url":null,"abstract":"This paper discusses principles and practices that can optimize artificial intelligence (AI) in teaching and learning from the perspectives of leading organizational change and by reimaging learning activities with AI as a collaborative partner. Based on the Kowch's participatory teaching and learning (PTL) principles for networked organizations, the authors analyze the integration of new talent patterns emerging in more agile interdisciplinary education systems connected through information and technologies, and propose principles for collaboration through machines as AI participants and principles for designing new education systems where the teams with AI can thrive. Taking a different angle from the traditional linear education system design tasks and education institution redesigns, the proposed principles assume more time for education and training leaders to take stronger leadership roles in the creation of better teams with AI augmentation. We offer principles for designing education institutions that are capable of adapting with these innovations and we also offer principles for designing these next generation learning environments. Finally by \"zooming in\" on instruction and AI, we use Activity theory to imagine better inclusions of social and cultural components with AI as an important, emerging, and unscripted new partner.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114456903","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: 3
Application of Virtual Reality Technology in Education and Teaching 虚拟现实技术在教育教学中的应用
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00070
Jie Jiang, Lin Zhi, Zhen Xiong
{"title":"Application of Virtual Reality Technology in Education and Teaching","authors":"Jie Jiang, Lin Zhi, Zhen Xiong","doi":"10.1109/ICIME.2018.00070","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00070","url":null,"abstract":"Virtual reality technology is an emerging information technology. As a new knowledge carrier and cognitive tool, learners can carry out psychological reconstruction of existing knowledge structures. Applying virtual reality technology to the field of education can not only allow learners to experience and feel from the realistic virtual space, but also help teachers use the thinking mode of digital age to carry out education and teaching work. How to make use of virtual reality technology in education has become a technical problem that confronts teachers, while the application of virtual reality technology in education provides a valuable reference for solving this problem.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123564771","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: 7
The Hotspots and Trends on Augmented Reality Studies in Education: Based on CiteSpace 基于CiteSpace的增强现实教育研究热点与趋势
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00066
Enrui Liu, Changhao Liu, Su Cai
{"title":"The Hotspots and Trends on Augmented Reality Studies in Education: Based on CiteSpace","authors":"Enrui Liu, Changhao Liu, Su Cai","doi":"10.1109/ICIME.2018.00066","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00066","url":null,"abstract":"With the rapid development of Augmented Reality (AR) technology these years, a system review based on the visualization way could help researchers finding the hotspots and future trends in this field. In this study, 604 publications from 2016 to 2018 on Web of Science (WOS) database were selected into analysis. The distribution of different categories and regions of these studies was analyzed. The \"Education & Educational Research\" was the biggest category of all the studies. USA was the most productive region in the 2016 to 2018. The most influential author based on these studies was Ronald T Azuma. Three main hotspots and possible future trends were discussed in detail based on the visualization result.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125840088","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: 3
Study on Monitoring and Evaluation of Educational ICT Development Level of County (District) Supported by Data Analysis 基于数据分析的县(区)教育信息通信技术发展水平监测与评价研究
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00062
Junru Shen, Xiao-long Zhang, Yingying Yang, Jia-Yuan Wang
{"title":"Study on Monitoring and Evaluation of Educational ICT Development Level of County (District) Supported by Data Analysis","authors":"Junru Shen, Xiao-long Zhang, Yingying Yang, Jia-Yuan Wang","doi":"10.1109/ICIME.2018.00062","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00062","url":null,"abstract":"The construction of all aspects of educational ICT in China is in a period of rapid development. It is especially important to comprehensively monitor and evaluate the educational ICT development level, accurately grasp the progress of construction, timely discover the developmental short board and make a scientific development plan. Based on the monitoring and evaluation framework of educational ICT development level of county (district), this paper develops corresponding monitoring and evaluation tools, selects two counties (districts) for monitoring and then analyze the educational ICT of two counties (districts) on the basis of data, in the hope of providing a reference for the monitoring and evaluation of the educational ICT development level at county (district) level.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"109 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124662983","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 the Pan-Entertainment of Public Issues on Weibo 微博公共议题的泛娱乐化研究
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00022
Xiaozhen Xu, Guangyu Hou
{"title":"A Study on the Pan-Entertainment of Public Issues on Weibo","authors":"Xiaozhen Xu, Guangyu Hou","doi":"10.1109/ICIME.2018.00022","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00022","url":null,"abstract":"The study treats Weibo as an object of study, mainly using observation method, content analysis method and literature research method, and carried out the pan-entertainment research on public issues through the case of haze issue. We found that pan-entertainment about haze issue is reflected in subjects, information content, objects, language style and emotional expression. The study found that the star was involved is the most typical features on public issues on Weibo. ID and postmodernism are pan-entertainment intrinsic driving force. Behind the pan-entertainment of public issues, there are social contradictions and individuals' helpless to environment.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126216284","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
Development of CDIO-Based SPOC Model in Facilitating Learning Instructional Design 基于cdio的SPOC模型在促进学习教学设计中的发展
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00056
Zhi Sun, Kai Wang, Z. Li, Zhangjie Li
{"title":"Development of CDIO-Based SPOC Model in Facilitating Learning Instructional Design","authors":"Zhi Sun, Kai Wang, Z. Li, Zhangjie Li","doi":"10.1109/ICIME.2018.00056","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00056","url":null,"abstract":"This work explores a CDIO-based SPOC learning model that is suitable for industrial design education by drawing on CDIO concepts with innovatively integrating the characteristics of industrial design education. The model is designed for organizing learning activities to better engage students in the industrial design course and to apply the theoretical knowledge in a real-world design environment. This research also provided an effective learning and practice environment for innovative industrial design education by setting up individual and collaborative learning tasks and practical tasks and building a collaborative learning practice environment that integrates online and offline. It is of great theoretical significance to cultivate a teaching model for innovative industrial design talents.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121689835","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
The Cyclic Utilization of Biogas Slurry in Incomplete Information Society 不完全信息社会中沼液的循环利用
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/ICIME.2018.00048
Manqing Zhang, Yuyu Hu, E. Miyoshi
{"title":"The Cyclic Utilization of Biogas Slurry in Incomplete Information Society","authors":"Manqing Zhang, Yuyu Hu, E. Miyoshi","doi":"10.1109/ICIME.2018.00048","DOIUrl":"https://doi.org/10.1109/ICIME.2018.00048","url":null,"abstract":"In this research, we explained the actual situation of utilization and pollution problem of biogas slurry in rural China. Our research team did fieldwork in several livestock farms in Anhui Province in 2017 and 2018. According to these different fieldwork cases, we discussed Transformation of social relations and division of breeding-planting cooperation. As a conclusion, we pointed out the important role of social relations and informal system in incomplete information society.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122660104","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 Method to Solve the Equilibration of Elementary Education Resources 解决基础教育资源均衡问题的方法
2018 International Joint Conference on Information, Media and Engineering (ICIME) Pub Date : 2018-12-01 DOI: 10.1109/icime.2018.00072
H. Tian
{"title":"The Method to Solve the Equilibration of Elementary Education Resources","authors":"H. Tian","doi":"10.1109/icime.2018.00072","DOIUrl":"https://doi.org/10.1109/icime.2018.00072","url":null,"abstract":"At present, there is the problem of unbalanced allocation of education resources, which is very serious in pre-feature-level cities, counties and districts all over China. Because of that, the crazing for top schools becomes desperate. In order to guarantee the equal development of education, we must promote the education equalizing development, especially the development of elementary education resources and make sure every student can get good education. The paper introduces the technology and method to solve the problem. With educational specific channel and CATV network, the broadcast source encrypted by specific frequency, will be transmitted and thus the communication of educational resources will be realized. No matter where the users are, they can watch and listen to the teaching content by CATVSTB, and many functions like the real-time teaching, video conference and information publishing are realized. Compared with other information technology, the cost of control center and customer terminal is greatly decreased, the construction cycle is shortened while the application effect is outstanding. It is a method to realize equalization.","PeriodicalId":285508,"journal":{"name":"2018 International Joint Conference on Information, Media and Engineering (ICIME)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133731803","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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