Design of Data Trend Analysis Algorithm in Multimedia Teaching Communication Platform

Li, Jie; Qu, Yi-ning; Ya-li, Niu; Yuan, Hailey; Herencsár, Norbert

doi:10.1007/s11036-021-01880-9

Cited by 2 publications

(1 citation statement)

References 12 publications

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“…Therefore, it is necessary to meet the actual needs of PE teaching in colleges through more comprehensive hardware facilities. Only a comprehensive application of a teaching platform can provide high-quality PE teaching resources to meet students' needs in different learning forms (Liu, 2020;Li et al, 2022). For example, in colleges, swimming, track and field, football, and basketball are the focus of PE teaching.…”

Section: Introductionmentioning

confidence: 99%

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Zhang

2024

International Journal of Swarm Intelligence Research

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In physical education (PE) teaching, the teaching platform is comprehensively applied to provide students with high-quality PE teaching resources to meet their learning needs in different forms. A human motion trajectory detection method is proposed based on deep learning and superpixels. The initial positioning of human body is performed through the attention mechanism and the YOLOv5 model, and the human target tracking is performed through superpixels. Aiming at the difficulty of cross-domain security management due to the lack of security infrastructure in multi-domain cloud IoT, a lightweight certificateless cross-domain authentication scheme is designed. Simulation results show that the proposed detection method has significantly improved accuracy and running time compared with traditional methods and can adapt to different detection scenarios. Furthermore, the proposed certificateless cross-domain authentication scheme can securely access sensor-generated data under the cloud IoT of the PE teaching platform in colleges.

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Section: Introductionmentioning

confidence: 99%

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Zhang

2024

International Journal of Swarm Intelligence Research

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Fuzzy multiple attribute decision making method for multimedia teaching effectiveness comprehensive evaluation in college english with double-valued neutrosophic numbers

Gong

2023

IFS

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With the increasing maturity and widespread application of computer multimedia technology, many universities have attempted to use multimedia technology for English teaching in order to solve some of the difficulties and contradictions faced in current college English teaching practices. Practice has proven that multimedia teaching of college English not only increases the amount of information in classroom teaching, but also improves the effectiveness of classroom teaching. At the same time, due to deviations in understanding, lack of conditions, and improper operation in work, the normal functioning of multimedia teaching is also restricted, which affects the effectiveness of multimedia teaching in college English. How to carry out multimedia teaching of college English is indeed an important topic that needs further research. The fuzzy comprehensive evaluation of multimedia teaching effectiveness in college English is a classical multiple attribute decision making (MADM) problems. Recently, the TODIM and GRA method has been used to cope with MADM issues. The double-valued neutrosophic sets (DVNSs) are used as a tool for characterizing uncertain information during the fuzzy comprehensive evaluation of multimedia teaching effectiveness in college English. In this manuscript, the double-valued neutrosophic number Exponential TODIM-GRA (DVNN-ExpTODIM-GRA) method is built to solve the MADM under DVNSs. In the end, a numerical case study for fuzzy comprehensive evaluation of multimedia teaching effectiveness in college English is given to validate the proposed method.

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Design of Data Trend Analysis Algorithm in Multimedia Teaching Communication Platform

Cited by 2 publications

References 12 publications

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Cloud IoT-Oriented Secure College Physical Education Teaching Platform Vased on Deep Learning

Fuzzy multiple attribute decision making method for multimedia teaching effectiveness comprehensive evaluation in college english with double-valued neutrosophic numbers

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