Online and offline mixed teaching quality assessment method for physical education class based on value assignment method

• Published in: Applied mathematics and nonlinear sciences Vol. 9; no. 1
• Main Authors: Wang, Zihao, Huang, Xu, Hu, Yunjing
• Format: Journal Article
• Language: English
• Published: Sciendo 01.01.2024
• Subjects: 68M11; AHP method; Assignment method; CIPP model; Improved pull-out grade method; Physical education course; SVM model
• ISSN: 2444-8656; 2444-8656
• DOI: 10.2478/amns-2024-2472

The blended teaching mode combines the advantages of online and offline teaching, which can improve the effect of university physical education teaching. The article takes the acquisition path of students’ multidimensional learning behavior data as the entry point, introduces the data preprocessing method after acquiring online learning behavior, and then establishes the online-offline blended teaching quality evaluation index system for physical education classes based on the CIPP model. The subjective and objective weights of the evaluation indexes are solved by using the AHP method and the improved pull-apart grade method, and the comprehensive, integrated assignment method is introduced to weigh the subjective and objective weights in order to obtain the comprehensive weights. Based on the weights of the indicators obtained by AHP-ISD, a teaching quality assessment model for physical education courses was established by combining the SVM model, and the SMO algorithm was selected to optimize the training of the model. To assess the application effectiveness of the model, a comprehensive assessment of its teaching quality was carried out, and the teaching effect of the blended teaching mode was also explored. The weight of the learning outcome evaluation index is 0.438 at most, the accuracy of the SMO algorithm training model is up to 99.99%, and the range of error scores between the model evaluation value and the actual value is between [0.01,0.03] points. The teaching quality assessment model based on the assignment method can obtain more accurate teaching quality assessment results for physical education courses and provide a new direction for optimizing the hybrid teaching assessment method of physical education courses.