What question did this study set out to answer?

To design and evaluate a big data-driven personalized guidance program that tailors ideological and political education using student behavioral, academic, and psychological data.

August 16, 2026Advanced ElectromagneticsOpen Access

Big Data-Driven Precision in College Ideological and Political Education: Design and Practice of Personalized Guidance Programs in Student Management Scenarios

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Authors

XLX. L. LiNorth University of China

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Implication

Empirical study demonstrates improved ideological recognition and academic achievement in college students, highlighting the efficacy of big data-driven personalized guidance.

Key Points

To design and evaluate a big data-driven personalized guidance program that tailors ideological and political education using student behavioral, academic, and psychological data.
Built a personalized guidance framework incorporating a data collection, intelligent analysis, precise delivery, and feedback optimization pipeline.
Utilized machine learning algorithms to generate student profiles from behavioral dynamics, academic performance, and psychological information.
Conducted an empirical evaluation among N=2,000 students across three distinct college types over a one-year academic period.
The personalized guidance framework significantly improved students' ideological recognition and behavioral standardization.
Implementation of the data-driven model led to a significant increase in student academic achievement rates over the one-year follow-up.

Cite This Study

X. L. Li (2026) studied this question.

synapsesocial.com/papers/6a8179bcf2fb91fc834ad148 https://doi.org/10.7716/aem.v15i3.3650

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Implication

Empirical study demonstrates improved ideological recognition and academic achievement in college students, highlighting the efficacy of big data-driven personalized guidance.

Big Data-Driven Precision in College Ideological and Political Education: Design and Practice of Personalized Guidance Programs in Student Management Scenarios

Discussion

Member takes

Implication

Key Points

Cite This Study

Big Data-Driven Precision in College Ideological and Political Education: Design and Practice of Personalized Guidance Programs in Student Management Scenarios

Discussion

Member takes

Implication

Key Points

Cite This Study

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Also Consider