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A study of constructed paths based on big data analysis facing the framework of modern and contemporary literature education

Shaojuan Liu

Shaojuan Liu

College of Humanities, Puyang Vocational and Technical CollegePuyang, China
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Liu, Shaojuan
  
24 mar 2025
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Pubblicato online: 24 mar 2025
Ricevuto: 14 ott 2024
Accettato: 07 feb 2025
DOI: https://doi.org/10.2478/amns-2025-0749
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© 2025 Shaojuan Liu, published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.

Figure 1.

Knowledge point association mining model
Knowledge point association mining model

Figure 2.

Conceptual node model diagram
Conceptual node model diagram

Figure 3.

Figure of number of nodes in point degree center degree
Figure of number of nodes in point degree center degree

Figure 4.

Distribution of knowledge point proximity to center
Distribution of knowledge point proximity to center

Figure 5.

Distribution of center degree of knowledge center
Distribution of center degree of knowledge center

The most frequent correct answers to the questions

Preceding paragraph frequency content Difficulty consequent frequency content Difficulty
6341 21 Taiwan and Hong Kong novels harder 5505 721 1980s - 1990s genre of fiction easiness
6515 16 Lai Shengchuan easiness 5803 613 1980s - 1990s poetry easiness
5874 16 Misty poetry easiness 5503 571 1980s - 1990s poetry easiness
5873 16 Modern and contemporary minority novels easiness 5862 520 Modern and contemporary minority literature easiness
6861 15 Popular culture and network literature normal 5498 453 Literary trends since 2000 easiness

Network knowledge points scale of teaching materials

Special subject One Two Three Four Five Six total
Number of knowledge points 25 32 30 48 32 41 208
scale 12.0% 15.4% 14.4% 23.1% 15.4% 19.7% 100%

Association rules between incorrect answers at the same time

Pre-test question Corresponding knowledge point Post test question Corresponding knowledge point Support degree Confidence degree Lift degree
1 5936 teahouse 5889 1950s - 1970s plays 0.012 0.72 2.475
2 6725 Liu Qing 5889 1950s - 1970s novelist 0.010 0.621 2.142
3 6257 Ten-year literary trend 5889 Literary trends from 1950s to 1970s 0.013 0.630 2.067
4 5961 Taiwan novel 5889 1950s - 1970s Literature in Hong Kong and Taiwan 0.012 0.625 2.036
5 5583 Yu Guangzhong 5889 Taiwan new poetry 0.011 0.617 2.050
6 8675 Wang Zengqi 5889 1980s prose 0.014 0.523 2.023
7 5547 Lu Yao 5832 1980s novels 0.013 0.561 2.571
8 6481 Mo Yan 5526 1980s novels 0.012 0.575 2.8124
9 6321 On the hoof 5872 1990s novels 0.015 0.53 1.987
10 5648 Wang Anyi 5834 1990s novels 0.013 0.567 2.536
Lingua:
Inglese
Frequenza di pubblicazione:
1 volte all'anno
Argomenti della rivista:
Scienze biologiche, Scienze della vita, altro, Matematica, Matematica applicata, Matematica generale, Fisica, Fisica, altro
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