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The Complementary Role of Artificial Intelligence to Traditional Teaching Methods in Music Education and Its Educational Effectiveness

  
03 feb 2025

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Figure 1.

Intelligent classroom information platform architecture
Intelligent classroom information platform architecture

Figure 2.

Intelligent classroom environment diagram
Intelligent classroom environment diagram

Figure 3.

The education satisfaction survey of music wisdom classroom
The education satisfaction survey of music wisdom classroom

Figure 4.

Collaborative filtering basic framework
Collaborative filtering basic framework

Figure 5.

Evaluation results of different recommendations
Evaluation results of different recommendations

Figure 6.

The results of the weighted scores of the students’ music teaching data
The results of the weighted scores of the students’ music teaching data

Figure 7.

The results of the T class were distributed
The results of the T class were distributed

Figure 8.

The results of the CK class were distributed
The results of the CK class were distributed

Figure 9.

The intelligent algorithm scores compare with the teacher’s score
The intelligent algorithm scores compare with the teacher’s score

User - project matrix

R(m,n) Project 1 Project j Project n
User 1 R(1,1) R(1,j) R(1,n)
User i R(i,1) R(i,j) R(i,n)
User m R(m,1) R(m,j) R(m,n)

The results of the statistical analysis of the evaluation index

Project Pre Post
CK class T class P value CK class T class P value
Sound 65.15 66.03 0.195 68.81 76.53 0.016
Rhythm 66.32 66.79 0.563 70.42 76.79 0.009
Vision 63.84 63.47 0.224 65.71 73.53 0.021
Music notation 69.81 70.03 0.317 72.19 79.11 0.027
Multisound music 68.24 68.33 0.268 71.56 79.72 0.013

Music wisdom classroom and tradition teaching equipment

Music teaching mode Tradition hall Smart hall
Teaching facilities Fixed table and chair, blackboard, stage computer, projector, stereo, piano, etc Interactive electronic whiteboard, security equipment, pickup equipment, video camera, infrared tracking device, wireless broadband, top broadband, NFC, various teaching appies, various Musical Instruments, etc