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现代社会科学研究

Modern Social Science Research

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Modern Social Science Research. 2025; 5: (10) ; 10.12208/j.ssr.20250391 .

Research and practice on deep learning talent cultivation model for students in local application-oriented universities
地方应用型高校大学生深度学习人才培养模式研究与实践

作者: 郗艳梅1,2 *, 张鹏程1,2, 张铁壁1,2, 刘禹1,2

1 河北水利电力学院机械工程系 河北沧州
2 河北省工业机械手控制与可靠性技术创新中心 河北沧州

*通讯作者: 郗艳梅,单位: 河北水利电力学院机械工程系 河北沧州 河北省工业机械手控制与可靠性技术创新中心 河北沧州;

引用本文: 郗艳梅, 张鹏程, 张铁壁, 刘禹 地方应用型高校大学生深度学习人才培养模式研究与实践[J]. 现代社会科学研究, 2025; 5: (10) : 50-54.
Published: 2025/10/15 10:12:48

摘要

针对新工科背景下地方应用型高校出现的“学生学习动力不足”与“学、用脱节”等普遍性问题,本研究构建了以“兴趣驱动、就业引领”为核心的深度学习培养模式。该模式融合“四阶递进”式兴趣培养体系与多元协同育人机制,并于机械类专业开展了教学实践。通过对932名学生的问卷调研与成效分析发现,实施该模式后,学生专业兴趣度从35%显著提升至72%,就业对口率从65%增长至88%,考研录取率也从5.1%提升至13.6%。研究结果表明,该模式能有效激发学生学习内驱力,促进其深度学习与职业发展的深度融合。

关键词: 兴趣驱动;就业引领;深度学习;教学改革

Abstract

Confronted with the pervasive challenges of inadequate student motivation and the theory-practice misalignment in local application-oriented universities within the emerging engineering education context, this study proposes a deep learning cultivation model anchored in the principle of “interest-driven and employment-oriented” education. The model incorporates a four-stage progressive interest cultivation framework and a multi-stakeholder collaborative education mechanism, implemented specifically in the mechanical engineering discipline. An empirical analysis based on questionnaire surveys of 932 students demonstrates that the implementation of the model resulted in a marked increase in professional interest from 35% to 72%, a rise in the employment alignment rate from 65% to 88%, and an improvement in the postgraduate enrollment rate from 5.1% to 13.6%. The findings affirm that the proposed model effectively enhances students' intrinsic motivation, facilitates deep learning, and strengthens the integration of academic development with professional readiness.

Key words: Interest-driven; Employment-guided; Deep learning; Teaching reform

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