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Exploration and Research on the Integration of Artificial Intelligence and Metacosmos into Innovation and Entrepreneurship Education and the Integration of Industry, Science, Innovation and Education

Linjie Cai

Linjie Cai

Shanghai Technical Institute of Electronics & InformationShanghai, China
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Cai, Linjie
  
19 mar 2025
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Pubblicato online: 19 mar 2025
Ricevuto: 14 ott 2024
Accettato: 11 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0516
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© 2025 Linjie Cai, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

The first level index determines the matrix and the weight
The first level index determines the matrix and the weight

Evaluation index measurement method

Evaluation grade I II III IV
Score 8 6 4 2
Describe Good Better General Bad

Expert A’s score

A B C
A 1 1/5 1/2
B 5 1 1/3
C 2 3 1

Index evaluation score

Secondary indicator I II III IV
N Score N Score N Score N Score
A1 3 24 5 30 2 8 0 0
A2 3 24 4 24 3 12 0 0
B1 3 24 6 24 1 4 0 0
B2 3 24 4 16 3 12 0 0
B3 3 24 4 16 3 12 0 0
B4 2 16 6 24 2 8 0 0
C1 2 16 6 24 2 8 0 0
C2 4 32 5 20 1 4 0 0
C3 4 32 5 20 1 4 0 0

Index system weight

Primary indicator Wi Secondary indicator Wi Global weight Sort
A 0.3136 A1 0.5561 0.1744 1
A2 0.4439 0.1392 2
B 0.3527 B1 0.2364 0.0834 8
B2 0.2569 0.0906 7
B3 0.2106 0.0743 9
B4 0.2961 0.1044 5
C 0.3337 C1 0.3325 0.111 4
C2 0.3766 0.1257 3
C3 0.2909 0.0971 6

The system of evaluation index of Industry-Technology-Education Integration

Primary indicator Secondary indicator
Industry Technology-Education Integration Fusion input (A) Funding (A1)
Training base (A2)
Fusion process (B) Faculty (B1)
Professional construction (B2)
Course setting (B3)
Teaching and training (B4)
Fusion effect (C) School benefit (C1)
Enterprise benefit (C2)
Graduate development (C3)

Evaluation index membership

Primary indicator Wi Secondary indicator Global weight I II III IV
A 0.3136 A1 0.1744 0.3 0.5 0.2 0
A2 0.1392 0.3 0.4 0.3 0
B 0.3527 B1 0.0834 0.3 0.6 0.1 0
B2 0.0906 0.3 0.4 0.3 0
B3 0.0743 0.3 0.4 0.3 0
B4 0.1044 0.2 0.6 0.2 0
C 0.3337 C1 0.111 0.2 0.6 0.2 0
C2 0.1257 0.4 0.5 0.1 0
C3 0.0971 0.4 0.5 0.1 0
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