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International Journal of Educational Curriculum Management and Research, 2021, 2(4); doi: 10.38007/IJECMR.2021.020404.

The Strategy of Information Fusion Technology to Improve Micro-course Design and Online Education in the Context of Smart Education

Author(s)

Josep Maria

Corresponding Author:
Josep Maria
Affiliation(s)

Univ Pompeu Fabra, Spain

Abstract

Micro-course design and online education are new education models that have emerged in recent years. Both are based on the emergence and development of Internet of Things, big data, cloud computing and other network technologies. Because of its flexible teaching format, it has gradually received people's favor. The purpose of this article is to study how to use information fusion technology to improve the design of micro-courses and online education in the context of smart education, and to promote the development of education. This article first introduces the background of the emergence and development of smart education, then studies and analyzes the characteristics of micro-course design and online education, and finally designs a method of combining information technology with the Internet. And in the comparison experiment between the improved fusion algorithm and the traditional one, the accuracy rate of the improved fusion algorithm is as high as 90%-95%, which is a very obvious improvement over the traditional 85%-92%. Education has a very effective promotion.

Keywords

Smart Education, Information Fusion Technology, Micro-Course Design, Online Education, Big Data

Cite This Paper

Josep Maria. The Strategy of Information Fusion Technology to Improve Micro-course Design and Online Education in the Context of Smart Education. International Journal of Educational Curriculum Management and Research (2021), Vol. 2, Issue 4: 28-46. https://doi.org/10.38007/IJECMR.2021.020404.

References

[1] Liu Y , Fan X , Chen L , et al. An innovative information fusion method with adaptive Kalman filter for integrated INS/GPS navigation of autonomous vehicles. Mechanical Systems and Signal Processing, 2017, 100(FEB.1):605-616.

[2] Qi Z , Ping J , Shao X , et al. A variable fidelity information fusion method based on radial basis function. Advanced Engineering Informatics, 2017, 32(apr.):26-39. https://doi.org/10.1016/j.aei.2016.12.005

[3] Wu H , Dang X , Wang L , et al. Information fusion-based method for distributed domain name system cache poisoning attack detection and identification. Iet Information Security, 2016, 10(1):37-44. https://doi.org/10.1049/iet-ifs.2014.0386

[4] Liao W , Huang X , Coillie F V , et al. Processing of Multiresolution Thermal Hyperspectral and Digital Color Data: Outcome of the 2014 IEEE GRSS Data Fusion Contest. IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing, 2017, 8(6):2984-2996.

[5] Meliones A , Pappas D . Data Fusion and Tracking in a Simulated Multiradar Air Command and Control System. Sensing and Imaging, 2020, 21(1):1-24.

[6] Ming Z , Jiang Z . Reciprocating Compressor Fault Diagnosis Technology Based on Multi-source Information Fusion. Chinese Journal of Mechanical Engineering, 2017, 53(23):1-8. https://doi.org/10.3901/JME.2017.23.046

[7] Gao X , Yan S , D You, et al. Multi-sensor information fusion for monitoring disk laser welding. The International Journal of Advanced Manufacturing Technology, 2016, 85(5-8):1167-1175. https://doi.org/10.1007/s00170-015-8032-z

[8] Leire C , Mccormick K , Richter J L , et al. Online teaching going massive: input and outcomes. Journal of Cleaner Production, 2016, 123(Jun.1):230-233.

[9] Castle M , Kick L , Haseley H , et al. Introduction to Reproduction: Online Education for the Millennial Learner. Biology of Reproduction, 2016, 95(1):29.

[10] Hong L ,  Song Y ,  Chen C . Hyperspectral Image Classification Based on Multiscale Spatial Information Fusion. IEEE Transactions on Geoscience & Remote Sensing, 2017, 55(9):5302-5312. https://doi.org/10.1109/TGRS.2017.2705176

[11] Mew L . Information Systems Education: The Case for the Academic Cloud. Journal of Information Systems Education, 2016, 14(5):71.

[12] Bradford C T , Kroeker S . Educational Psychology in Yukon. Canadian Journal of School Psychology, 2016, 31(3):271-274. https://doi.org/10.1177/0829573516655230

[13] Bailey J H , Rutledge B . The Educational Psychology of Clinical Training. American Journal of the Medical Sciences, 2017, 353(2):96-100.

[14] Qu H , Xie Y , Liu X , et al. Development of network-based multichannel neuromuscular electrical stimulation system for stroke rehabilitation.. Journal of Rehabilitation Research & Development, 2016, 53(3):263-278.

[15] Kawasaki K . Trends and Topics in Research and Development Related to the Improvement of Signalling and Telecommunication Systems Using Information and Communication Technology. Quarterly Report of RTRI, 2019, 60(1):6-9. https://doi.org/10.2219/rtriqr.60.1_6

[16] Xu Y . China's economy realized a moderate but stable and sound growth in 2015. China Textile, 2 

[17] Ju K , Su B , Zhou D , et al. Does energy-price regulation benefit China's economy and environment? Evidence from energy-price distortions. Energy Policy, 2017, 105(JUN.):108-119.016, 000(002):28-32.

[18] Marsman M , Schnbrodt F D , Morey R D , et al. A Bayesian bird's eye view of 'Replications of important results in social psychology'. Royal Society Open Science, 2017, 4(1):160426. https://doi.org/10.1098/rsos.160426

[19] Jung, Sang-Hee. A Research on the utilization of C4D in the educational development program with focus on Guatemala's Teacher Competency Reinforcement Program. Latin American and Caribbean Studies, 2017, 36(2):127-152. https://doi.org/10.17855/jlas.2017.05.36.2.127

[20] Fuyuto K , Hou W S , Kohda M . Z'-induced FCNC Decays of Top, Beauty and Strange Quarks. Phys.rev.d, 2016, 93(5):67-68. https://doi.org/10.1103/PhysRevD.93.054021

[21] Dickson R S , Ibers J A . The structure of bis(tert-butyl isocyanide)(diphenylacetylene)nickel(0), Ni(C6H5CCC6H5)[(CH3)3CNC]2. Journal of Organometallic Chemistry, 2016, 36(1):191-207. https://doi.org/10.1016/S0022-328X(00)85135-9