Open Access

Research on the Implementation Path of Teaching Innovation of Higher Vocational Cultural and Creative Professional Group Empowered by aigc Technology

  
Mar 24, 2025

Cite
Download Cover

Figure 1.

Basic overview of Aigc technology
Basic overview of Aigc technology

Figure 2.

GPT technical framework
GPT technical framework

Figure 3.

AIGC four-energy theoretical model architecture
AIGC four-energy theoretical model architecture

Figure 4.

Application scenario and production mechanism of AIGC in art design education
Application scenario and production mechanism of AIGC in art design education

Figure 5.

Have you ever participated in AIGC related art design work or projects
Have you ever participated in AIGC related art design work or projects

Figure 6.

Survey respondents’ knowledge of AIGC technology and its applications
Survey respondents’ knowledge of AIGC technology and its applications

Figure 7.

Attitude of applying AIGC technology to art design education in colleges and universities
Attitude of applying AIGC technology to art design education in colleges and universities

Figure 8.

Questionnaire evaluation of subjects
Questionnaire evaluation of subjects

Statistics of average task completion time and generation times

Type \ Tool Fabire Vizcom Midjourney Stable Diffusion
Text Graphics Text Graphics Text Graphics Text Graphics
A/min 10.82 8.31 8.24 15.21 10.04 13.24 14.21 12.84
B 5.07 7.67 8.71 12.26 5.57 7.81 7.58 10.16
C 6.00 3.00 8.00 2.00 11.00 7.00 10.00 1.00
D/% 25 16 32 6 49 22 55 9

Generate sample user satisfaction ratings

Type \ Tool Fabire Vizcom Midjourney Stable Diffusion
Accuracy 2.68 3.91 3.51 3.86
Innovativeness 3.75 1.84 3.86 3.69
Articulation 2.94 3.53 3.46 3.42
Comprehensive satisfaction 3.12 3.09 3.61 3.66
Language:
English