# Construction of College Sports Teaching Evaluation System under the Background of Big Data

Authors: Dan Wang; Badm Anhouck
Journal: Wireless Communications and Mobile Computing
 (2022)

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## Abstract

With the importance of sports to the all-round development of people, especially with the rapid development of higher education and the gradual deepening of reform and opening up in recent years, physical education, as an important part of college education, involves many factors and is the physical foundation of the people’s revolution, playing a very important role in talent training. The physical education evaluation system is an intuitive result of the physical education process and physical education effect. Based on information technology to promote various industries to upgrade the core of formal Industry 4.0, the current Internet big data has gradually become a hot spot of social development, and it has been widely used in various industries and achieved good results. This paper firstly clarifies the importance of college physical education evaluation and studies the evaluation level and evaluation system construction principles of college physical education. Finally, the significance of the construction of the evaluation system of physical education in colleges and universities under the background of big data and the characteristics of evaluation theory are given, and the active construction strategy is planned, and the evaluation system of physical education in colleges and universities in the future is prospected. This paper is a combined research on the application of big data to the construction of contemporary physical education teaching evaluation system, to help the construction of physical education evaluation system in my country’s colleges and universities and to explore a feasible path for the application of big data technology to existing fields.


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## Body

## 1. Introduction

Physical education teaching evaluation in colleges and universities is a comprehensive evaluation of its teaching activities and processes and is an important part of teaching management. Colleges and universities are important positions for cultivating and exporting quality talents [1]. Physical education, as an impossible component of college education, is of great significance for cultivating students’ comprehensive quality. At present, we have fully entered the information age, and big data is widely used in the field of education and teaching assistance [2, 3]. Big data technology based on data collection and data analysis is the core of building a more scientific evaluation system. The purpose of the evaluation system of physical education teaching in colleges and universities is to improve the design and targeted improvement of the teaching process, so as to improve the quality of teaching in a directional way. However, the current evaluation system has not played its due role due to various reasons [4–6]. At present, the evaluation system based on big data technology provides a new feasible path for physical education management and model and takes this as an opportunity to promote the development of the physical education evaluation system in colleges and universities [7, 8].Big data technology can timely and effectively complete the collection, processing, analysis, and integration of data and form corresponding evaluation results. It has been deeply applied in many evaluation fields, and more and more educators have seen big data and colleges and universities. With the combined advantages and value of the education evaluation system, more and more colleges and universities have begun to gradually establish their own big data teaching evaluation system, which is the important value of big data [9–11]. Under the background of big data, as an important production factor, effective mining and rational use of data can effectively break through the existing work methods, find a new development direction for college education, and provide digital-driven materials for the later digital education transformation and continuous improvement of teaching levels [12–14].


## 2. Materials and Methods

### 2.1. The Present Situation of College Physical Education Teaching Evaluation System

Figure1 shows the current situation of physical education teaching evaluation in colleges and universities, mainly including backward evaluation system, single evaluation standard, outdated evaluation means, and incomplete evaluation process. College education is going through a period of rapid development. The society and the overall environment of colleges and universities have undergone tremendous changes. The thinking characteristics and behaviors of students are not changing, and the existing high-efficiency physical education teaching evaluation system has not followed suit. Innovation and adjustment are mainly due to the lag in teaching quality evaluation standards [15, 16]. The core influencing factors may be related to the impact of exam-oriented education. Course assessment results are still used as the only indicator for student evaluation, ignoring students’ personality development and enthusiasm mobilization. They lack awareness and initiative. Under the new era of physical education model, physical education performance is not only the mastery of physical skills and knowledge but also endows the cultivation of various ideological spirits such as martial arts, teamwork, and perseverance. Therefore, only using performance as the evaluation standard will make the evaluation appear to be monotonous, rather than representative [17]. The network computer technology is highly developed, and the traditional manual evaluation method will cause a lot of waste of human and material resources, and it is difficult to improve the evaluation efficiency [18]. At present, most of the evaluation of physical education in colleges and universities pays attention to whether the curriculum plan is reasonable and whether students have the corresponding sports skills and knowledge, while the actual feedback of the educated is often ignored, which leads to the evaluation activities becoming one-way and limited, which is not conducive to the follow-up. The reform and innovation of physical education teaching hinders the continuous improvement of the quality of physical education teaching in colleges and universities.Figure 1
Status quo of physical education teaching evaluation system in colleges and universities.


### 2.2. Basic Principles and Implementation Approaches of Evaluation

The evaluation of physical education in colleges and universities is an important part of teaching quality and curriculum level, and it should abide by the basic principles of objectivity, comprehensiveness, and scientificity. Among them, objectivity means that in the process of overall teaching evaluation, quantifiable parameters should be selected as much as possible from the formulation of standards, the research of evaluation methods, and the acquisition of evaluation information, so as to avoid the influence of subjective factors [19]. The physical education evaluation system has practical significance only if it is objective. In the relevant evaluation activities, random evaluation should be avoided as much as possible, and the contingency should be reduced and controlled. Comprehensiveness means that the training should be people-oriented, and from the perspective of students, evaluate whether they have achieved all-round development, including practical actions, emotions, cognition, and other aspects. Pay attention to the interests of students, promote the development of students’ personality, let students’ personal value be recognized, avoid a single evaluation system, focus on the systematic characteristics of physical education teaching, and focus on the evaluation of physical education teaching results, so as to more comprehensively reflect the evaluation system. It is authenticity and availability. The connotation of scientificity is to minimize direct evaluation and empirical evaluation in the evaluation process, and it should be considered whether it conforms to scientificity in terms of indicators and evaluation methods.The core way to construct an efficient physical education evaluation system is to update the evaluation concepts and methods and to fully play the role of the evaluation objects. The ultimate goal of the evaluation system is to help colleges and universities complete physical education teaching tasks and effectively improve students’ physical quality and health. Therefore, the evaluation system is a complex and comprehensive process of judging value. When building the system, various indicators related to it should be absorbed, including but not limited to university administration, teachers, and students, and then combined with qualitative and quantitative indicators. Carry out organic synthesis and highlight the key points of evaluation. The role of people in the evaluation system is the core. The purpose of evaluation is to promote the development of people and to organically combine students’ individualization with all-round comprehensive development as one of the teaching goals. For students, it is necessary to urge them to pay attention to the results of teaching evaluation and to adopt different incentives according to different performances, so as to mobilize their enthusiasm for sports.


## 2.1. The Present Situation of College Physical Education Teaching Evaluation System

Figure1 shows the current situation of physical education teaching evaluation in colleges and universities, mainly including backward evaluation system, single evaluation standard, outdated evaluation means, and incomplete evaluation process. College education is going through a period of rapid development. The society and the overall environment of colleges and universities have undergone tremendous changes. The thinking characteristics and behaviors of students are not changing, and the existing high-efficiency physical education teaching evaluation system has not followed suit. Innovation and adjustment are mainly due to the lag in teaching quality evaluation standards [15, 16]. The core influencing factors may be related to the impact of exam-oriented education. Course assessment results are still used as the only indicator for student evaluation, ignoring students’ personality development and enthusiasm mobilization. They lack awareness and initiative. Under the new era of physical education model, physical education performance is not only the mastery of physical skills and knowledge but also endows the cultivation of various ideological spirits such as martial arts, teamwork, and perseverance. Therefore, only using performance as the evaluation standard will make the evaluation appear to be monotonous, rather than representative [17]. The network computer technology is highly developed, and the traditional manual evaluation method will cause a lot of waste of human and material resources, and it is difficult to improve the evaluation efficiency [18]. At present, most of the evaluation of physical education in colleges and universities pays attention to whether the curriculum plan is reasonable and whether students have the corresponding sports skills and knowledge, while the actual feedback of the educated is often ignored, which leads to the evaluation activities becoming one-way and limited, which is not conducive to the follow-up. The reform and innovation of physical education teaching hinders the continuous improvement of the quality of physical education teaching in colleges and universities.Figure 1
Status quo of physical education teaching evaluation system in colleges and universities.


## 2.2. Basic Principles and Implementation Approaches of Evaluation

The evaluation of physical education in colleges and universities is an important part of teaching quality and curriculum level, and it should abide by the basic principles of objectivity, comprehensiveness, and scientificity. Among them, objectivity means that in the process of overall teaching evaluation, quantifiable parameters should be selected as much as possible from the formulation of standards, the research of evaluation methods, and the acquisition of evaluation information, so as to avoid the influence of subjective factors [19]. The physical education evaluation system has practical significance only if it is objective. In the relevant evaluation activities, random evaluation should be avoided as much as possible, and the contingency should be reduced and controlled. Comprehensiveness means that the training should be people-oriented, and from the perspective of students, evaluate whether they have achieved all-round development, including practical actions, emotions, cognition, and other aspects. Pay attention to the interests of students, promote the development of students’ personality, let students’ personal value be recognized, avoid a single evaluation system, focus on the systematic characteristics of physical education teaching, and focus on the evaluation of physical education teaching results, so as to more comprehensively reflect the evaluation system. It is authenticity and availability. The connotation of scientificity is to minimize direct evaluation and empirical evaluation in the evaluation process, and it should be considered whether it conforms to scientificity in terms of indicators and evaluation methods.The core way to construct an efficient physical education evaluation system is to update the evaluation concepts and methods and to fully play the role of the evaluation objects. The ultimate goal of the evaluation system is to help colleges and universities complete physical education teaching tasks and effectively improve students’ physical quality and health. Therefore, the evaluation system is a complex and comprehensive process of judging value. When building the system, various indicators related to it should be absorbed, including but not limited to university administration, teachers, and students, and then combined with qualitative and quantitative indicators. Carry out organic synthesis and highlight the key points of evaluation. The role of people in the evaluation system is the core. The purpose of evaluation is to promote the development of people and to organically combine students’ individualization with all-round comprehensive development as one of the teaching goals. For students, it is necessary to urge them to pay attention to the results of teaching evaluation and to adopt different incentives according to different performances, so as to mobilize their enthusiasm for sports.


## 3. Results and Discussion

### 3.1. The Significance of Physical Education Teaching Evaluation in Colleges and Universities under the Background of Big Data

The evaluation system of physical education in colleges and universities involves many kinds of factors, but it still mainly revolves around “teaching” and “learning,” and its main counterparts are “teacher” and “student.” From the perspective of students, the actual sense of acquisition and activity of physical education courses are highly subjective factors, which are objectively expressed as interest in the course, the frequency of exchanges with classmates and teachers on physical education issues, the time for continuous participation in the physical activity, etc. From the teacher’s level, it is reflected in the teacher’s proficiency in sports skills, the degree of study in sports knowledge and teaching methods, the ability of curriculum preparation and informationization, and the ability of self-criticism and self-reflection.Other factors include teaching software and hardware resources, the fullness of sports venues and facilities, and the completeness of sporting goods. These factors can be assessed according to rigid indicators and are characterized by a high degree of quantification. On the contrary, the student level and the teacher level have the characteristics of strong subjectivity, scattered subjects, and complicated data and information. Because of this, in the long-term theoretical teaching evaluation of colleges and universities, this point has not been effectively evaluated. The funny sports teaching evaluation system based on big data technology can make use of the extensiveness and effectiveness of big data to promote the preparation evaluation and reliable monitoring of physical education evaluation in colleges and universities.Based on the background of big data, the evaluation system of physical education teaching in colleges and universities can help teachers to grasp the teaching process in an all-round way and get effective feedback in a timely manner. First, help teachers to obtain extensive and accurate teaching information in a wide range of teaching activities, clarify the weak links of different students in physical education and the degree of course communication, and provide an important reference for the adjustment of teaching plans; pay attention to the actual situation, enhance mutual understanding between teachers and students, promote good communication between teachers and students, and lay a foundation for the in-depth development of physical education courses; finally, the construction of this system can effectively monitor the quality of teaching, summarize various kinds of information, and provide information for school sports activities. Teachers’ curriculum design provides rich and accurate information and suggestions and truly reflects people-oriented.


### 3.2. Characteristics of College Sports Evaluation System under the Background of Big Data

Under the general trend of informatization development, it is very important to study the combination of big data technology and college sports evaluation system and to promote the coordinated development of big data technology and college sports teaching evaluation. It not only actively responds to the needs of social development but also innovates traditional physical education concepts and methods, fully reflecting the importance of digital physical education evaluation in college education, especially physical education. The characteristics of an efficient physical education evaluation system in line with the background of informatization should include (1) the digitization of the evaluation system, (2) the diversification of the evaluation content, and (3) the intelligent evaluation method.The digitization of the evaluation system is reflected in the form of big data. All physical education links are stored in the form of digital information. In the existing physical exam courses, the assessment is completed by teachers’ evaluation of students, which is highly subjective, which may result in incompleteness and objectivity grading results. The evaluation system built on the basis of big data technology can perfectly reproduce the whole process of physical education and reliability. By digitally saving various evaluation indicators and using this as one of the basis for evaluation, students can better understand themselves. The diversity of evaluation content is reflected in the fact that the final exam results are not used as the only basis for students’ sports scores, so as to promote the all-round development of students. Attitude, self-improvement, and other aspects are comprehensively scored and assessed; when assessing teachers, not only the overall performance of students is used as the assessment, but also attention should be paid to their teaching process and classroom effects (Figure2). The evaluation method is more intelligent. Compared with the existing evaluation system, which is mainly based on human scoring, the evaluation system based on big data is based on the comprehensive judgment basis of the computer according to the digital information entered each time and directly gives the score. Compared with human scoring, it has the advantages of high accuracy and labor cost saving. Likewise, big data applications and other areas of colleges and universities can save a lot of time and labor costs.Figure 2
Characteristics of efficient physical education teaching evaluation system under the background of informatization.The theoretical system of physical education evaluation in colleges and universities is constructed on the basis of behavioral target evaluation theory, humanistic management theory, Gardner’s theory of multiple intelligences, and educational target classification theory. The theory of behavioral goal evaluation is based on the “result participation” model to transfer educational programs and educational goals to students and use students’ performance feedback as the main basis for educational evaluation. From the perspective of psychology, the theory of people-oriented management is that the most basic and lasting motivation of people comes from gaining respect and realizing self-worth. In the teaching process, making students feel a sense of acquisition and participation is the key to promoting students’ continuous progress. Gardner’s theory of multiple intelligences believes that each individual has multiple independent intelligences at the same time; that is, each student has its own shining point. In the process of physical education, teachers should pay attention to exploring their individual differences and comprehensive performance and promote students’ active participation (Figure3). And actively integrate, strengthen the role exchange between teachers and students, and truly promote reform through education. The theory of classification and evaluation of educational objectives is to divide educational objectives into corresponding objective systems, and divide educational objects into different educational groups, conduct curriculum teaching and assessment based on team characteristics, and finally achieve the achievement of assessment objectives for different objects.Figure 3
The theoretical system of physical education teaching evaluation in colleges and universities.


### 3.3. Construction of College Sports Evaluation System under the Background of Big Data

In view of the basic principles and core approaches of the college sports evaluation system under the above big data background, this paper puts forward effective strategies for building the system. The core lies in (1) making use of big data technology to do a good job of teachers’ and students’ evaluation of teaching, (2) complete physical education teaching quality assessment based on big data technology, and (3) the digitalization of teaching process needs to practice diversity. The main sources of physical education teaching evaluation in colleges and universities are teachers and students. Therefore, in the evaluation process, it should be divided into two evaluation categories based on one time, and use big data technology to adjust the real-time weight, so as to build the basic framework of the evaluation system. Teachers’ evaluation is mainly composed of teachers’ self-evaluation and students’ evaluation. Teachers’ self-evaluation is to evaluate the real-time effect of teaching against the school syllabus, curriculum design goals, and other self-evaluation. Students’ evaluation is the response of students to the actual harvest and real feelings of the curriculum after completing the curriculum. The combination of the two is the evaluation of teachers’ curriculum. Student evaluation consists of three parts: student self-evaluation, course scoring, and teacher scoring. Student self-evaluation is the evaluation of students according to the actual situation of their participation in the course, combined with the growth and harvest before and after the course. Course scoring is strictly in accordance with the hard indicators of the course setting to test whether they meet the standards. Teacher scoring is given by teachers according to the specific performance and participation of students in the course. All evaluation operations can be completed through the relevant systems of the Academic Affairs Office of the university, and the data can be saved to provide digital materials for later teaching evaluation (Figure4). All evaluation operations can be completed through the relevant systems of the Academic Affairs Office of the university, and data storage is formed to provide digital materials for later teaching evaluation.Figure 4
Teacher and student evaluation of teaching based on big data.Using big data to do physical education evaluation is to integrate all kinds of data on the platform through big data algorithms. The core of which is the weight setting value of each evaluation index. The previous weight is based on the intuitive score of experts, which is not scientific and rigorous enough. The current system evaluation can use algorithms such as AHP to calculate the weight, and the weight of each indicator will be dynamically adjusted according to the actual situation during the evaluation process. In the evaluation system based on big data, the collection of effective data is very important, and the normalization of data collection should be realized in the teaching process.


### 3.4. Prospect of the Evaluation System of College Physical Education in the Future

Physical education in colleges and universities is progressing with the development of the times, and its evaluation system will also change accordingly. However, its development trend should include the following characteristics: (1) diversification of evaluation models, (2) combination of quality and quantitative evaluation, and (3) recognition of commonality and emphasis on individuality. The general evaluation of physical education teaching is “setting evaluation standards → determining quantitative standards and assessment indicators → accumulating scores according to feedback”, but in practice, the standard for evaluating physical education teaching is not only the students’ good grades and the teachers’ completion of teaching tasks but also physical education. As an important way to cultivate students’ martial spirit, fighting spirit, and teamwork, the results should not be judged by scores alone. Instead, multiple sports-related standards should be listed as assessment points to assist the establishment of an evaluation system. The talents cultivated by physical education in colleges and universities are diverse. There are professional athletes and ordinary students who may not engage in sports in the future. Therefore, their educational standards cannot be generalized. For nonsports students, cultivating long-term sports habits, mastering certain sports skills and sports knowledge, and first-aid measures for regular sports are more valuable than obtaining a certain sports performance. The socialist physical education cause pays attention to “individual original and free development,” not only to meet the overall requirements for sports but also to consider individual differences to formulate special scoring methods. There must be objective standards to measure the actual level of students and relative evaluation to characterize the development of students. The combination of the two constitutes the overall physical education performance of students.


## 3.1. The Significance of Physical Education Teaching Evaluation in Colleges and Universities under the Background of Big Data

The evaluation system of physical education in colleges and universities involves many kinds of factors, but it still mainly revolves around “teaching” and “learning,” and its main counterparts are “teacher” and “student.” From the perspective of students, the actual sense of acquisition and activity of physical education courses are highly subjective factors, which are objectively expressed as interest in the course, the frequency of exchanges with classmates and teachers on physical education issues, the time for continuous participation in the physical activity, etc. From the teacher’s level, it is reflected in the teacher’s proficiency in sports skills, the degree of study in sports knowledge and teaching methods, the ability of curriculum preparation and informationization, and the ability of self-criticism and self-reflection.Other factors include teaching software and hardware resources, the fullness of sports venues and facilities, and the completeness of sporting goods. These factors can be assessed according to rigid indicators and are characterized by a high degree of quantification. On the contrary, the student level and the teacher level have the characteristics of strong subjectivity, scattered subjects, and complicated data and information. Because of this, in the long-term theoretical teaching evaluation of colleges and universities, this point has not been effectively evaluated. The funny sports teaching evaluation system based on big data technology can make use of the extensiveness and effectiveness of big data to promote the preparation evaluation and reliable monitoring of physical education evaluation in colleges and universities.Based on the background of big data, the evaluation system of physical education teaching in colleges and universities can help teachers to grasp the teaching process in an all-round way and get effective feedback in a timely manner. First, help teachers to obtain extensive and accurate teaching information in a wide range of teaching activities, clarify the weak links of different students in physical education and the degree of course communication, and provide an important reference for the adjustment of teaching plans; pay attention to the actual situation, enhance mutual understanding between teachers and students, promote good communication between teachers and students, and lay a foundation for the in-depth development of physical education courses; finally, the construction of this system can effectively monitor the quality of teaching, summarize various kinds of information, and provide information for school sports activities. Teachers’ curriculum design provides rich and accurate information and suggestions and truly reflects people-oriented.


## 3.2. Characteristics of College Sports Evaluation System under the Background of Big Data

Under the general trend of informatization development, it is very important to study the combination of big data technology and college sports evaluation system and to promote the coordinated development of big data technology and college sports teaching evaluation. It not only actively responds to the needs of social development but also innovates traditional physical education concepts and methods, fully reflecting the importance of digital physical education evaluation in college education, especially physical education. The characteristics of an efficient physical education evaluation system in line with the background of informatization should include (1) the digitization of the evaluation system, (2) the diversification of the evaluation content, and (3) the intelligent evaluation method.The digitization of the evaluation system is reflected in the form of big data. All physical education links are stored in the form of digital information. In the existing physical exam courses, the assessment is completed by teachers’ evaluation of students, which is highly subjective, which may result in incompleteness and objectivity grading results. The evaluation system built on the basis of big data technology can perfectly reproduce the whole process of physical education and reliability. By digitally saving various evaluation indicators and using this as one of the basis for evaluation, students can better understand themselves. The diversity of evaluation content is reflected in the fact that the final exam results are not used as the only basis for students’ sports scores, so as to promote the all-round development of students. Attitude, self-improvement, and other aspects are comprehensively scored and assessed; when assessing teachers, not only the overall performance of students is used as the assessment, but also attention should be paid to their teaching process and classroom effects (Figure2). The evaluation method is more intelligent. Compared with the existing evaluation system, which is mainly based on human scoring, the evaluation system based on big data is based on the comprehensive judgment basis of the computer according to the digital information entered each time and directly gives the score. Compared with human scoring, it has the advantages of high accuracy and labor cost saving. Likewise, big data applications and other areas of colleges and universities can save a lot of time and labor costs.Figure 2
Characteristics of efficient physical education teaching evaluation system under the background of informatization.The theoretical system of physical education evaluation in colleges and universities is constructed on the basis of behavioral target evaluation theory, humanistic management theory, Gardner’s theory of multiple intelligences, and educational target classification theory. The theory of behavioral goal evaluation is based on the “result participation” model to transfer educational programs and educational goals to students and use students’ performance feedback as the main basis for educational evaluation. From the perspective of psychology, the theory of people-oriented management is that the most basic and lasting motivation of people comes from gaining respect and realizing self-worth. In the teaching process, making students feel a sense of acquisition and participation is the key to promoting students’ continuous progress. Gardner’s theory of multiple intelligences believes that each individual has multiple independent intelligences at the same time; that is, each student has its own shining point. In the process of physical education, teachers should pay attention to exploring their individual differences and comprehensive performance and promote students’ active participation (Figure3). And actively integrate, strengthen the role exchange between teachers and students, and truly promote reform through education. The theory of classification and evaluation of educational objectives is to divide educational objectives into corresponding objective systems, and divide educational objects into different educational groups, conduct curriculum teaching and assessment based on team characteristics, and finally achieve the achievement of assessment objectives for different objects.Figure 3
The theoretical system of physical education teaching evaluation in colleges and universities.


## 3.3. Construction of College Sports Evaluation System under the Background of Big Data

In view of the basic principles and core approaches of the college sports evaluation system under the above big data background, this paper puts forward effective strategies for building the system. The core lies in (1) making use of big data technology to do a good job of teachers’ and students’ evaluation of teaching, (2) complete physical education teaching quality assessment based on big data technology, and (3) the digitalization of teaching process needs to practice diversity. The main sources of physical education teaching evaluation in colleges and universities are teachers and students. Therefore, in the evaluation process, it should be divided into two evaluation categories based on one time, and use big data technology to adjust the real-time weight, so as to build the basic framework of the evaluation system. Teachers’ evaluation is mainly composed of teachers’ self-evaluation and students’ evaluation. Teachers’ self-evaluation is to evaluate the real-time effect of teaching against the school syllabus, curriculum design goals, and other self-evaluation. Students’ evaluation is the response of students to the actual harvest and real feelings of the curriculum after completing the curriculum. The combination of the two is the evaluation of teachers’ curriculum. Student evaluation consists of three parts: student self-evaluation, course scoring, and teacher scoring. Student self-evaluation is the evaluation of students according to the actual situation of their participation in the course, combined with the growth and harvest before and after the course. Course scoring is strictly in accordance with the hard indicators of the course setting to test whether they meet the standards. Teacher scoring is given by teachers according to the specific performance and participation of students in the course. All evaluation operations can be completed through the relevant systems of the Academic Affairs Office of the university, and the data can be saved to provide digital materials for later teaching evaluation (Figure4). All evaluation operations can be completed through the relevant systems of the Academic Affairs Office of the university, and data storage is formed to provide digital materials for later teaching evaluation.Figure 4
Teacher and student evaluation of teaching based on big data.Using big data to do physical education evaluation is to integrate all kinds of data on the platform through big data algorithms. The core of which is the weight setting value of each evaluation index. The previous weight is based on the intuitive score of experts, which is not scientific and rigorous enough. The current system evaluation can use algorithms such as AHP to calculate the weight, and the weight of each indicator will be dynamically adjusted according to the actual situation during the evaluation process. In the evaluation system based on big data, the collection of effective data is very important, and the normalization of data collection should be realized in the teaching process.


## 3.4. Prospect of the Evaluation System of College Physical Education in the Future

Physical education in colleges and universities is progressing with the development of the times, and its evaluation system will also change accordingly. However, its development trend should include the following characteristics: (1) diversification of evaluation models, (2) combination of quality and quantitative evaluation, and (3) recognition of commonality and emphasis on individuality. The general evaluation of physical education teaching is “setting evaluation standards → determining quantitative standards and assessment indicators → accumulating scores according to feedback”, but in practice, the standard for evaluating physical education teaching is not only the students’ good grades and the teachers’ completion of teaching tasks but also physical education. As an important way to cultivate students’ martial spirit, fighting spirit, and teamwork, the results should not be judged by scores alone. Instead, multiple sports-related standards should be listed as assessment points to assist the establishment of an evaluation system. The talents cultivated by physical education in colleges and universities are diverse. There are professional athletes and ordinary students who may not engage in sports in the future. Therefore, their educational standards cannot be generalized. For nonsports students, cultivating long-term sports habits, mastering certain sports skills and sports knowledge, and first-aid measures for regular sports are more valuable than obtaining a certain sports performance. The socialist physical education cause pays attention to “individual original and free development,” not only to meet the overall requirements for sports but also to consider individual differences to formulate special scoring methods. There must be objective standards to measure the actual level of students and relative evaluation to characterize the development of students. The combination of the two constitutes the overall physical education performance of students.


## 4. Conclusion

This paper takes big data as the technical background, takes the construction of college physical education teaching evaluation system as the research object, and focuses on the development of college physical education teaching evaluation system in China under the rapid development of higher education and the continuous deepening of reform and opening up. On the basis of clarifying the importance of higher education, this paper studies the levels and construction principles of college physical education teaching evaluation system. This paper studies the current situation of the existing college physical education teaching evaluation system, points out the existing problems, and studies the relevant theories of college physical education teaching. Finally, it gives the significance and theoretical characteristics of the construction of college physical education teaching evaluation system under the background, plans the active construction strategy, and looks forward to the future college physical education teaching evaluation system.The construction of college physical education teaching evaluation system is a key link in China’s higher education. A healthy body is the foundation of college students’ spiritual civilization. With the rapid development of society, the existing evaluation system is difficult to adapt to the new evaluation characteristics. Therefore, it is urgent to put forward an evaluation system suitable for development. As one of the cores of information technology Industry 4.0, big data is widely used in various basic industries, especially for information judgment of large-scale data and nonlinear models. Therefore, the combination of big data technology and the construction of college physical education teaching evaluation system is a win-win research to promote the application of big data and the construction of evaluation system. The construction of college physical education teaching evaluation system under the background of big data studied in this paper is a theoretical attempt to combine the two. It is a preliminary study of the establishment of this model. Next, we will carry out further research on the big data technology and the construction of college physical education teaching evaluation system, so as to gradually realize modeling and practicality.



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*Source: 4278058-2022-07-22.xml*