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Design and Implementation of Higher Education Student Counseling and Career Guidance Platform Based on Big Data Technology

Hui Zhang

Hui Zhang

Nanyang Medical CollegeNanyang, China
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Zhang, Hui
  
17 mar 2025
Design and Implementation of Higher Education Student Counseling and Career Guidance Platform Based on Big Data Technology's Cover Image
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Publicado en línea: 17 mar 2025
Recibido: 21 oct 2024
Aceptado: 10 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0276
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© 2025 Hui Zhang, published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.

Figure 1.

Flowchart of the algorithmi
Flowchart of the algorithmi

Figure 2.

Based on large number of analysis of employment guidance platform
Based on large number of analysis of employment guidance platform

Figure 3.

Comparative analysis of career resilience
Comparative analysis of career resilience

Figure 4.

Evaluation of the ascension of the six
Evaluation of the ascension of the six

Job page pressure test results

Event Concurrent scale Mean response time (ms) The maximum response time of 90% (ms) Throughput (TPS) Pass rate
Post page 50 411.34 541.21 685 100%
Post page 100 463.54 580.98 658 100%
Post page 200 782.41 764.69 656 100%
Post page 400 815.48 1253.41 585 100%
Post page 600 891.42 1345.84 573 100%
Post page 800 1090.97 1384.69 567 100%
Post page 1000 1142.48 1430.44 503 100%

The employment information service satisfaction description statistics

Dimension Max Min Satisfaction mean Standard deviation
Promotion 4.37 1.74 3.96 0.73
Study abroad 4.58 1.26 4.52 0.41
Public party 4.81 1.76 3.87 0.85
Career planning 4.01 1.14 4.58 0.14
Innovative entrepreneurship 4.97 1.07 4.26 0.34
Employment guidance 4.62 1.56 3.98 0.92
Interview, resume making 4.72 1.41 3.20 0.72
Career counseling 4.46 1.87 4.24 0.15

The platform homepage pressure test analysis

Event Concurrent scale Mean response time (ms) The maximum response time of 90% (ms) Throughput (TPS) Pass rate
Visit homepage 50 217.41 304.53 494 100%
Visit homepage 100 254.47 269.51 495 100%
Visit homepage 200 257.22 272.68 469 100%
Visit homepage 400 294.38 281.21 446 100%
Visit homepage 600 303.71 328.22 444 100%
Visit homepage 800 321.06 345.59 433 100%
Visit homepage 1000 348.2 377.96 419 100%

Employment information service student satisfaction description statistics

Dimension Max Min Satisfaction mean Standard deviation
Platform service 4.64 1.37 4.72 0.58
Comprehensiveness of recruitment information 4.58 1.27 4.09 0.63
Authenticity of the recruitment information 4.67 1.74 4.89 0.62
Information quality 4.82 1.61 4.58 0.95
Type of internship information 4.51 1.72 4.42 1.2
Quality of internship information 4.69 1.76 4.94 1.36
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Ciencias de la vida, Ciencias de la vida, otros, Matemáticas, Matemáticas aplicadas, Matemáticas generales, Física, Física, otros
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