{"title":"Model Checking of IoT System in Microgrid","authors":"Lulu Liang, Kai Zheng, Zilong Wei, Yanmei Wang, Sihan Wu, Xin Huang","doi":"10.1109/ITME.2016.0142","DOIUrl":"https://doi.org/10.1109/ITME.2016.0142","url":null,"abstract":"Due to the serious air pollution, the renewable energy sources had attracted more and more attention. In order to manage the renewable energy sources, the concept of microgrid is introduced. The IoT system can also be used in microgrid for the monitoring and control. However, how to verify the reliability of the system is still a problem. In this paper, the probabilistic model checking is used to verify the reliability of IoT system in microgrid. The results suggest the further improvement of IoT system in microgrid.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114966231","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 Study of Internet Plus Continuing Education Pattern Based on Micro-Learning","authors":"Jia-Hua Zhang, Yong-sheng Zhang, Yuan-Jiang Jia, Zhikun Zhang","doi":"10.1109/ITME.2016.0192","DOIUrl":"https://doi.org/10.1109/ITME.2016.0192","url":null,"abstract":"In this paper, we analyze the advantages of micro-learning, the Internet and the characteristics of continuing education groups. Moreover, we combine micro-learning, the Internet and continuing education, forming the pattern of \"Internet +\" continuing education which is based on micro-learning. With the help of micro-learning, Adults can use their fragmented time effectively. And mobile Internet could contribute to study without space limitation. It will complement their advantages to each other, and improve the quality of continuing education and learning efficiency.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123142853","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}
Guoqiang Sun, Fan Yu, Xingyun Lei, Yan Wang, Hongpu Hu
{"title":"Research on Mobile Intelligent Medical Information System Based on the Internet of Things Technology","authors":"Guoqiang Sun, Fan Yu, Xingyun Lei, Yan Wang, Hongpu Hu","doi":"10.1109/ITME.2016.0066","DOIUrl":"https://doi.org/10.1109/ITME.2016.0066","url":null,"abstract":"Research Purpose: Design a mobile intelligent medical information system based on the Internet of things technology. Proposed Methods: First, sort out the basic theory and research status through the literature research, including the Internet of things technology, mobile medical systems and smart hospitals. Then conduct on-site research through field visits, questionnaires, opinion evaluation and other methods, including hospital diagnosis and treatment process, charging process, hospital process and the function of hospital information system. Finally, according to the survey results, use the method of software engineering to complete system requirement analysis and system design. Results: Based on the mobile phone near field wireless communication technology and indoor navigation technology, complete the various business processes carding, functional design, interface design and software and hardware environment support analysis. Conclusion: The mobile intelligent medical information system based on the Internet of things technology can greatly reduce the patient's treatment time, improve the patient's treatment efficiency and hospital management efficiency, and can further regulate and promote the development of intelligent medical treatment.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"237 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127183848","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}
L. Fang, Peng Wang, Zhi-Rui Zhang, Zu-hao Wang, Weihong Min
{"title":"Screening and Identification of Conjugated Linoleic Acid-producing Lactobacillus plantarum","authors":"L. Fang, Peng Wang, Zhi-Rui Zhang, Zu-hao Wang, Weihong Min","doi":"10.1109/ITME.2016.0068","DOIUrl":"https://doi.org/10.1109/ITME.2016.0068","url":null,"abstract":"A strain of Lactobacillus S21.1 was screened to produce conjugated linoleic acid from traditional northeastern fermented sauerkraut juice. Fermentation was performed by adding linoleic acid (0.4 mg/mL) into the culture medium, and the culture medium was fermented for 24 h at 37°C. Then, UV spectrophotometry was used to measure the linoleic acid content, which was measured as 10.082 µg/mL. Strain morphological characteristics observation, physiological-biochemical characteristic analysis, and 16SrDNA molecular biology identification were conducted to identify the strain S21.1 as Lactobacillus plantarum.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124802249","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":"Virtual Network Mapping Based on the Prediction of Support Vector Machine","authors":"Hui Zhang, Xiangwei Zheng, Jie Tian","doi":"10.1109/ITME.2016.0197","DOIUrl":"https://doi.org/10.1109/ITME.2016.0197","url":null,"abstract":"Network virtualization plays an important role in the development of the network because of its dynamics and flexibility on network infrastructure configuration. Virtual network mapping is the main method to realize the network virtualization. Most of the current virtual network mappings always allocate network resources in an exclusive and excessive way. For example, the entire bandwidth amount of the virtual network will be allocated according to its peak demand of the traffic. However, the truth is that the actual traffic needs of virtual network are changing constantly throughout its lifetime, and the distribution of static mapping will inevitably lead to the underutilization of the assigned resource, high user cost as well as low carrier revenue. In order to solve the above problems, we need to predict the changes of virtual network's demands accurately and adjust the allocation of resources dynamically. In this paper, we propose a virtual network mapping method based on support vector machine (SVM) to dynamically allocate and adjust the network resources. In addition, to improve the accuracy of regression forecasting, the relatively better prediction parameters are selected in the proposed method. Experimental results show that the proposed embedding method can make full use of resources, improve the acceptance rate of the virtual networks, and increase the revenue of the operators significantly.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124991814","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":"Design and Implementation of Traditional Chinese Medicine Education Visualization Platform Based on Virtual Reality Technology","authors":"Youliang Huang, X. Zhai, Sajid Ali, Renquan Liu","doi":"10.1109/ITME.2016.0119","DOIUrl":"https://doi.org/10.1109/ITME.2016.0119","url":null,"abstract":"The development of science and technology had brought about many changes in life of human being. Research of Virtual Reality (VR) technology has already made important progress in the world. It is widely used in military, industrial development and education. Traditional Chinese Medicine (TCM) is a valuable asset in China. The development of the education of TCM is very important. Keeping in view the development of TCM in the field of education this paper has been written on TCM visualisation education platform based on Virtual Reality (VR) technology. We focused on the idea, platform structure and implementation on method of this system.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125047850","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":"Construction and Application of New Intelligent MOOC Teaching System Based on Deep Learning Neural Network in Remote Sensing Course","authors":"Jian-min Liu, Yu Xiang, Min-hua Yang","doi":"10.1109/ITME.2016.0109","DOIUrl":"https://doi.org/10.1109/ITME.2016.0109","url":null,"abstract":"This paper introduced new intelligent personalized MOOC teaching system in remote sensing course. This paper provides theoretical support and case support based on deep learning for new MOOC teaching system and its application in remote sensing course. The results are compared with evaluation of learning effects before using the system, and achieved better results.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126050021","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":"Mobile Leaning Knowledge Architecture Construction and Resource Integration in Information Management and Information System","authors":"Jinjiao Lin","doi":"10.1109/ITME.2016.0141","DOIUrl":"https://doi.org/10.1109/ITME.2016.0141","url":null,"abstract":"As a novel learning method, mobile learning will definitely become one of the most important part of learning based society. In this paper, we firstly analyze the disadvantage of the traditional in-class teaching pattern, aiming at Information Management System to research the mobile learning based knowledge architecture construction and related resource integration. According to the current curriculum architecture, we systematically review all of the subjective courses and relative knowledge modules, which contributes in organizing whole relationship among all of the modules, constructing the connections and improving the whole knowledge architecture. Our proposed plan would be beneficial in solving the problem existing in traditional in-class teaching pattern.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"16 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123264585","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}
Song Wang, Junning Wang, Hongming Peng, Shupin Gao, Di He
{"title":"A New Calibration-Free Gaze Tracking Algorithm Based on DE-SLFA","authors":"Song Wang, Junning Wang, Hongming Peng, Shupin Gao, Di He","doi":"10.1109/ITME.2016.0091","DOIUrl":"https://doi.org/10.1109/ITME.2016.0091","url":null,"abstract":"Advanced remote gaze estimation systems use automatic calibration procedure without requiring active user involving into the estimation of subject-specific eye parameters. Though automatic calibration process can simplify the difficulty of calibration task, it still needs time to collect information for completing the eye parameters of users before the gaze tracking system is used. This paper proposes a novel method, free of calibration procedure to extract subject-specific eye parameters. To estimate the real-time angles between the optical and visual axes of each eye before calculating the direction of the visual axes of the both the left and right eyes, differential evolution and Shuffled Frog-leaping Algorithm (DE-SLFA) is used to minimize the distance between the intersections of the visual axes of the left and right eyes with the surface of a display while subjects look naturally at the display. As a consequence, the inconvenient calibration procedure which may produce possible calibration errors can be eliminated. Computer simulation have been performed to confirm the proposed method.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115358724","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":"New Biochip-Based Absolute Quantitative Detection System for Nucleic Acid Molecules: A Primary Assay","authors":"Jie Gao, Z. Ji, Lei Zhang, Z. Shao, Yong-ping Yan","doi":"10.1109/ITME.2016.0061","DOIUrl":"https://doi.org/10.1109/ITME.2016.0061","url":null,"abstract":"Absolute quantitative detection system study for nucleic acid molecules is an eye-catching subject in molecular biology. Many large companies are continuing to pour money into research and development of this kind technology such as digital PCR. We demonstrate here for a new design biochip-based absolute quantitative detection system, in which polymer biochip combines with algorithm computation to find out absolute quantitative concentration for HBV-DNA in clinical samples. Our results show that the way to construction of inexpensive portable device for absolute qPCR is highly possible with biochip-based and computer-aided system.","PeriodicalId":184905,"journal":{"name":"2016 8th International Conference on Information Technology in Medicine and Education (ITME)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122418616","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}