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AIGC-enabled Education Information Technology Integration Application and Research--Taking Information Technology Teaching of Preschool Education Major as an Example

  
24 mar 2025
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Artificial Intelligence Generated Content (AIGC) technology has become an important driver of educational innovation with its content creation capability and personalized learning experience. In this paper, taking the teaching of information technology in preschool education as an example, a method of generating mind maps based on teaching videos is proposed to be used in teaching design. For the task of teaching resource recommendation, a DB-CGAT model is proposed, which combines the teaching resource knowledge graph context processing method with the dual behavior aggregation method. Yelp 2018, Amazon-Book, and CoLR datasets are used for recommendation performance experiments. In comparison with six mainstream baseline methods, the DB-CGAT model can achieve better performance in most cases. When τ = 0.3, DB-CGAT model has the best Recall@20 recommendation performance.

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