What question did this study set out to answer?

To establish an artificial intelligence-driven evaluation framework for standardized, large-scale quality assessment of digital ideological and political education resources.

August 16, 2026Advanced ElectromagneticsOpen Access

Research on Quality Evaluation of Ideological and Political Education Resources Based on Artificial Intelligence Technology

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To establish an artificial intelligence-driven evaluation framework for standardized, large-scale quality assessment of digital ideological and political education resources.
Integrated large language model semantic analysis and deep learning feature extraction to automate content interpretation and mining.
Combined analytic hierarchy process (AHP) and fuzzy comprehensive evaluation to build a multi-level scoring system spanning political orientation, pedagogical adaptation, technical standards, and homogenization control.
The system executes automated collection, semantic mining, multi-indicator scoring, diagnostic classification, and precision recommendation of educational assets.
Procedural consistency maintained expert-derived pedagogical and political standards while improving evaluation throughput across campus and wireless distribution platforms.

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Implication

Framework development study demonstrates automated quality evaluation of digital educational resources, indicating improved assessment efficiency and standardized governance.

Cite This Study

J. Liu (2026) studied this question.

synapsesocial.com/papers/6a817aa1f2fb91fc834ae9ef https://doi.org/10.7716/aem.v15i3.4097

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Implication

Framework development study demonstrates automated quality evaluation of digital educational resources, indicating improved assessment efficiency and standardized governance.

Research on Quality Evaluation of Ideological and Political Education Resources Based on Artificial Intelligence Technology

Key Points

Discussion

Implication

Cite This Study

Research on Quality Evaluation of Ideological and Political Education Resources Based on Artificial Intelligence Technology

Key Points

Discussion

Implication

Cite This Study

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