为旅游学本科生构建能力培训机制模型,该模型基于有基础的理论
Guoxia Sun1,2,3,4, Lan Zhao2
1School of Tourism Culture, Tourism College of Changchun University, Changchun, 130607, China.
PloS one
|February 29, 2024
概括
这项研究开发了一个旅游学本科生能力培训模型,使用接地理论和反向传播 (BP) 神经网络. 与传统方法相比,该模型显著提高了专业能力和竞争力.
科学领域:
- 教育技术的教育技术
- 旅游管理 旅游管理
- 数据科学数据科学数据科学
背景情况:
- 旅游学本科生往往缺乏理论知识和专业技能.
- 当前的培训策略可能不足以为学生准备应对市场需求.
- 优化本科生能力对于旅游业至关重要.
研究的目的:
- 为旅游专业建立一个能力培训机制模型,基于有基础的理论.
- 为旅游学本科生优化能力培训策略.
- 提高旅游劳动力的专业质量和竞争力.
主要方法:
- 模型构建的基础理论方法.
- 集成逆向传播 (BP) 神经网络以进行优化和评估.
- 对不同能力培训机制的比较分析.
主要成果:
- 使用BP神经网络的基于理论的模型在500次代中实现了70%的准确性,超过了内容分析 (55%).
- 准确性随着模型代增加,在600次代时,接地理论超过78.52%.
- 接地理论机制显著提高了学生在不同专业的整体能力水平.
结论:
- 拟议的能力培训模式有效地解决了旅游学本科生的技能差距.
- 接地理论与BP神经网络相结合,为能力发展提供了一种优越的方法.
- 这些发现为完善旅游教育策略提供了宝贵的见解.
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