Research on Optimization Design of Talent Cultivation Path in Tourism Industry Based on Data Mining under Vocational Education System
et
19 mars 2025
À propos de cet article
Publié en ligne: 19 mars 2025
Reçu: 12 nov. 2024
Accepté: 11 févr. 2025
DOI: https://doi.org/10.2478/amns-2025-0378
Mots clés
© 2025 Pingping Wei et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
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Correlation analysis between courses
| Sequence | Rule | Confidence |
|---|---|---|
| 1 | Tourism crisis management (2-1) = A ecotourism (3-1) =A11==>Introduction to landscape design (3-2) =A11 | 1 |
| 2 | Tourism geosciences (1-1) =A ecotourism=A10==>Introduction to landscape design (3-2) =A10 | 1 |
| 3 | Tourism crisis management (2-1) = A Tourist destination management (3-1) =A10==>Introduction to landscape design (3-2) =A10 | 1 |
| 4 | Tourism crisis management (2-1) =A Tourist destination management=A10==> ecotourism (3-1) =A10 | 1 |
| 5 | Tourism crisis management (2-1) = A Tourist destination management=A10==> ecotourism (3-1) =A Introduction to landscape design (3-2) =A10 | 1 |
| 6 | Tourist destination management (3-1) = A ecotourism (3-1) =A14==> Introduction to landscape design (3-2) =A13 | 0.94 |
| 7 | Economic analysis of tourism industry (1-2) =C Food culture and food management (2-2) =D12==> Travel consumer behavior (3-1) =C11 | 0.93 |
| 8 | Community tourism planning and management (2-2) =B Tourism sociology (3-1) =A11==> Tourist law (3-2) =B10 | 0.9 |
| 9 | Introduction to tourism and hotel exhibition (1-2) = Tourist destination management (3-1) =C13==> Travel frontier problem (4-2) =C11 | 0.86 |
| 10 | Introduction to tourism and hotel exhibition (1-1) =C20=> Introduction to tourism and hotel exhibition A2 (1-2) B=19 | 0.86 |
Data on student achievement
| Introduction to landscape design B | Club management B | Hotel management information system |
|---|---|---|
| A | B | A |
| C | C | A |
| C | C | A |
Correlation analysis of course and offer
| Sequence | Rule | Confidence |
|---|---|---|
| 1 | Tourism consumer behavior (1-1) =A Tourism economics (2-2) =A12==>Offer=Y12 | 1 |
| 2 | C=A Tourism psychology (3-1) =A11==>Offer=Y11 | 1 |
| 3 | Tourism consumer behavior (1-1) =A Rural tourism planning and design (3-2) =A11==>Offer=Y11 | 1 |
| 4 | Community tourism planning and management (2-1) =B Introduction to landscape design (2-2) =A11==>Offer=Y11 | 1 |
| 5 | Tourist destination management (3-1) =A Introduction to landscape design (3-2) =AOffer=Y11 | 0.95 |
| 6 | Introduction to tourism and hotel exhibition (1-2) =C Large Numbers according to wisdom travel (2-1) =B10==>Offer=Y10 | 0.93 |
| 7 | Tourism consumer behavior (1-1) =A Intermediate financial accounting (2-1) =B10==>Offer=Y10 | 0.92 |
| 8 | Large Numbers according to wisdom travel (2-1) =B Tourism economics (2-2) =B10==>Offer=Y10 | 0.92 |
| 9 | Tourism crisis management (2-1) =B Food culture and food management (2-2) =A10==>Offer=Y10 | 0.87 |
| 10 | Food culture and food management (2-2) =A Tourist destination management (3-1) =A10==>Offer=Y10 | 0.85 |
The correlation between courses
| Sequence | Rule | Confidence |
|---|---|---|
| 1 | Tourism geosciences (1-1) = C ecotourism (3-1) =A10==> Introduction to landscape design (3-2) = A10 | 1 |
| 2 | Tourism geosciences (1-1) = A ecotourism (3-1) =A10==> Introduction to landscape design (3-2) = A8 | 0.9 |
The relevance of the course to the high salary
| Sequence | Rule | Confidence |
|---|---|---|
| 1 | Intermediate financial accounting (2-2) =B20==>High salary=G20 | 1 |
| 2 | Travel frontier problem (4-2) =B17==>High salary=G17 | 1 |
| 3 | Economic analysis of tourism industry (1-2) =A14==>High salary=G | 1 |
| 4 | Tourism economics (2-2) =A14==>High salary=G14 | 1 |
| 5 | Tourism planning and development (3-2) =C14==>High salary=G14 | 1 |
| 6 | Travel consumer behavior (1-2) =A13==>High salary=G13 | 1 |
| 7 | Tourism consumer behavior (1-1) =A13==>High salary=G13 | 1 |
| 8 | Rural tourism planning and design (3-2) =A13==>High salary=G13 | 1 |
| 9 | Architectural photography (4-1) =A13==>High salary=G13 | 1 |
| 10 | Revenue management (2-2) =A16==>High salary=G16 | 1 |
The association of courses and internships
| Sequence | Rule | Confidence |
|---|---|---|
| 1 | Club management (1-2) =C Tourist destination management (3-1) =C9==>internships=N9 | 1 |
| 2 | Tourism project management (1-2) =B Introduction to world heritage (3-1) =B9==>internships=Y9 | 1 |
| 3 | Introduction to landscape design (3-2) =B Travel frontier problem (4-2) =B9==>internships=Y | 1 |
| 4 | Tourism planning and development (1-1) =A Large Numbers according to wisdom travel (2-1) =B8==>internships=Y8 | 1 |
| 5 | Tourism project management (1-2) =B Introduction to landscape design (3-2) =A8==>internships=Y8 | 1 |
| 6 | Large Numbers according to wisdom travel (2-1) =B Hotel management information system (2-2) =A8==>internships=Y8 | 1 |
| 7 | Large Numbers according to wisdom travel (2-1) =B Tourism economics (2-2) = A8==>internships=Y8 | 1 |
| 8 | Food culture and food management (2-2) =B Intermediate financial accounting (2-2) =B8==>internships=Y8 | 1 |
| 9 | Tourism economics (2-2) =A Tourism sociology (3-1) =B8==>internships=Y8 | 1 |
| 10 | Tourism planning and development (1-1) =A Rural tourism planning and design (3-2) =A11==>internships=Y10 | 0.9 |