What question did this study set out to answer?

To develop and evaluate a big data-driven precision guidance model that integrates multisource data to unify academic management and career planning for college students.

August 16, 2026Advanced ElectromagneticsOpen Access

Research on the Construction of a Precision Guidance Model for Collaborative Planning of College Students’ Academic and Career Driven by Big Data

View Full Paper

Ask AI

Bookmark

Authors

LXL. J. XiShenzhen Polytechnic FXFie XueNorthwestern Polytechnical University

Discussion

Member takes

Implication

Experimental study demonstrates enhanced academic performance and faster warning responses in college students, indicating the value of big data-driven precision guidance.

Key Points

To develop and evaluate a big data-driven precision guidance model that integrates multisource data to unify academic management and career planning for college students.
Integrated data across academic records, campus behavior logs, student affairs systems, and job-market platforms to build multidimensional student profiles.
Used deep neural networks to identify latent correlations between academic trajectories and career competency requirements.
Constructed a hybrid recommendation engine combining collaborative filtering and knowledge graphs, coupled with a visualization platform for tiered intervention.
Reduced the response latency of high-risk academic warnings from 12.5 days to 4.8 days.
Achieved an 81% Top-5 recommendation accuracy and increased student resource adoption by 72.6%.
Improved overall student GPA by an average of 0.31 points.

Cite This Study

Xi et al. (2026) studied this question.

synapsesocial.com/papers/6a817a72f2fb91fc834ae4c5 https://doi.org/10.7716/aem.v15i3.3807

View Full Paper

Ask AI

Bookmark

Implication

Experimental study demonstrates enhanced academic performance and faster warning responses in college students, indicating the value of big data-driven precision guidance.

Research on the Construction of a Precision Guidance Model for Collaborative Planning of College Students’ Academic and Career Driven by Big Data

Discussion

Member takes

Implication

Key Points

Cite This Study

Research on the Construction of a Precision Guidance Model for Collaborative Planning of College Students’ Academic and Career Driven by Big Data

Discussion

Member takes

Implication

Key Points

Cite This Study

Also Consider

Also Consider