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      Facing Big Data Information Fusion and Data Mining Technology to Construct College Physical Education Teaching Evaluation System

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      Journal of Sensors
      Hindawi Limited

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          Abstract

          The purpose is to enrich the evaluation system of physical education (PE) teaching in colleges and universities and to improve PE teaching methods and improve teaching quality. Based on big data information fusion and data mining technology, firstly, the related theories of teaching evaluation are analyzed and expounded, as well as the characteristics and principles of the construction of college PE teaching evaluation system. Secondly, from the perspective of evaluation index system of sports teachers’ teaching and students’ sports teaching, the content and evaluation index of college sports teaching evaluation are analyzed under the background of big data information fusion and data mining by questionnaire survey. Combined with model test, the results show that traditional college sports teacher pays more attention to the design and teaching methods of PE and ignore the learning process of students. The evaluation process of PE ignores the individual differences of students, the feedback method lacks openness, and the evaluation process is isolated. Based on the big data technology and teaching evaluation theory, the evaluation index is designed for PE teaching in colleges and universities. The average value of the first layer indexes is above 4, and the coefficient of variation is less than 0.2, which can basically reflect the content of PE teaching evaluation and provide some reference for the research of PE teaching evaluation.

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          Research about the university teaching performance evaluation under the data envelopment method

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            The Relationship Between Personality Traits, Resilience, School Support, and Creative Teaching in Higher School Physical Education Teachers

            The investigation has been carried out on the status quo of higher school physical education teachers’ personality traits, resilience, and creative teaching status. The exploratory and confirmatory factor analyses, combined with multiple stratified linear regression analysis, were used to verify the data obtained by the structure model. The results show that (1) among the big five personality traits, excepting conscientiousness, the rest of the four dimension personality traits have different influences on creative teaching; (2) extraversion, agreeableness, and openness can produce an intermediary effect on innovative teaching through different dimensions of resilience; (3) the school support has a positive influence on five aspects of the creative teaching; and (4) problem cognition and empathy in resilience play a multilevel role of mediating effect and are regulated variables as well. The findings of the present study revealed that the key to success to creative teaching is to understand teachers’ personality traits, pay attention to the resilience of the development of teachers’ creative teaching, and provide required support; the higher the awareness of the problem and the degree of school support in the resilience was, the higher the problem solving and the higher degree of teaching in the creative teaching tended to be.
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              Evaluation Model of College English Teaching Quality Based on Big Data Analysis

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                Author and article information

                Contributors
                Journal
                Journal of Sensors
                Journal of Sensors
                Hindawi Limited
                1687-7268
                1687-725X
                November 16 2021
                November 16 2021
                : 2021
                : 1-15
                Affiliations
                [1 ]School of Physical Education & Health, HeZe University, Heze, ShanDong 274015, China
                Article
                10.1155/2021/7168855
                105cc52e-fa3d-4d90-bbe3-f9f0561891ba
                © 2021

                https://creativecommons.org/licenses/by/4.0/

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