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Intelligent Design and Implementation of Talent Cultivation Models Related to Employment Innovation and Entrepreneurship in Big Data Environment

Guangjin Qin

Guangjin Qin

Shijiazhuang Institute of TechnologyShijiazhuang, China
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Qin, Guangjin
  
21 mars 2025
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Publié en ligne: 21 mars 2025
Reçu: 09 oct. 2024
Accepté: 03 févr. 2025
DOI: https://doi.org/10.2478/amns-2025-0664
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© 2025 Guangjin Qin, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Relationship extraction process
Relationship extraction process

Figure 2.

KG-NCF Model frame
KG-NCF Model frame

Figure 3.

The difference between recommended resources and user requirements
The difference between recommended resources and user requirements

Figure 4.

The use of innovative entrepreneurial resources based on knowledge map
The use of innovative entrepreneurial resources based on knowledge map

Figure 5.

Statistics of resource recommendation
Statistics of resource recommendation

Figure 6.

The overall use of the tool’s effect statistics
The overall use of the tool’s effect statistics

Figure 7.

User ability affects the results of the survey
User ability affects the results of the survey

Compare the sample size of the experiment

Data quantity/bar Data attribute
174000 Total amount of data
130000 Valuable resource
440000 General resources
130000 Test data
44000 Control data

Experimental results

Users browse web time 1s 2s 3s 4s 5s 6s 7s 8s
Click the recommended resource probability density 18.94% 30.54% 43.46% 57.37% 89.23% 98.57% 98.80% 99.47%
Langue:
Anglais
Périodicité:
1 fois par an
Sujets de la revue:
Sciences de la vie, Sciences de la vie, autres, Mathématiques, Mathématiques appliquées, Mathématiques générales, Physique, Physique, autres
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