Uneingeschränkter Zugang

Research on the Integration of Personalized Learning Resources for Vocal Music Education in Music Teaching in Colleges and Universities in Digital Environment

  
26. Sept. 2025

Zitieren
COVER HERUNTERLADEN

Figure 1.

The framework of the knowledge map of fine-grained disciplines
The framework of the knowledge map of fine-grained disciplines

Figure 2.

Crawling Process of Dataset
Crawling Process of Dataset

Figure 3.

System recall rate
System recall rate

Figure 4.

Par of Course Map
Par of Course Map

Figure 5.

The relevant map of the target and other knowledge points
The relevant map of the target and other knowledge points

Figure 6.

The target knowledge point contains the structure of the relationship
The target knowledge point contains the structure of the relationship

Figure 7.

A set of neighbors’ knowledge points
A set of neighbors’ knowledge points

Figure 8.

The relevant map of the knowledge point and the other knowledge point
The relevant map of the knowledge point and the other knowledge point

Figure 9.

Remove the knowledge structure of the relationship knowledge
Remove the knowledge structure of the relationship knowledge

Figure 10.

The second order is recommended
The second order is recommended

The number of relevant points of knowledge

First-order knowledge e1 e2 e5 e8
Second order Correlation number 0 3 3 0

Results of Knowledge Extraction

Course name Knowledge point
Vocal theory Basic concept of vocal music
Basic principle of sound
Respiratory bite
Vocal cord technique
Sound regulation
Pitch and rhythm
Curved structure
Melody modulation
Singing foundation Western music history
Oriental music history
Artistic performance
Characteristics of Chinese folk songs
Modern Chinese music
Popular singing
Pattern of pop music
Stage singing practice Practice
The theory of music
Stage scheduling
Work analysis
chorus
Instrumental performance
Dance play
March performance
Pop music Popular singing
Pop voice technology
Melodic expression
Interpretation environment setting
Breath expression
Popular music
Open closing
Singing synergy

Example of Sequential Relationship Extraction Results

Course 1 Course 2 Degree of correlation Specific relationship
Vocal foundation Vocal theory 0.0636 No
Video singing vocalism 0.064 No
Instrumental minor Stage training 0.09 No
chorus Vomiting training 0.017 No
repertoire Music culture 0.035 No
Sprache:
Englisch
Zeitrahmen der Veröffentlichung:
1 Hefte pro Jahr
Fachgebiete der Zeitschrift:
Biologie, Biologie, andere, Mathematik, Angewandte Mathematik, Mathematik, Allgemeines, Physik, Physik, andere