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Open access 2026

Analysis of Motivating Factors for University Students' Study Abroad Decisions and Research on a Multimodal Classification Prediction Model

: Addressing the challenges of multidimensional factors influencing university students' study abroad decisions and the extreme imbalance in sample distribution, this study constructs a predictive framework integrating feature decoupling, data balancing, and multi-algorithm comparison. The study first performs refined...

Lian-Rui Chu, Wan-Jun Wang, Hui Deng et al. · 0 citations
Open access Aug 2026

A Multi-Role AI Agent for Project-Driven Teaching Practice in Software Engineering

To address the pain points in traditional software engineering teaching, such as disconnected learning scenarios and limited effectiveness of project-driven teaching, this study designs and implements a multi-role AI Agent named SE_Coach. It simulates roles in software development, such as product managers, and guides...

Yan Yan, Runxia Ding, Hui Zhang et al. · 0 citations

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