深度学习在中职计算机智能支持系统的设计与实现  

Design and Implementation of the Computer Intelligent Support System for Deep Learning in Secondary Vocational Schools

作　　者：谷婷婷 GU Tingting(Yongjia No.2 Vocational School,Wenzhou Zhejiang 325100,China)

机构地区：[1]永嘉县第二职业学校,浙江温州325100

出　　处：《信息与电脑》2024年第7期248-250,共3页Information & Computer

摘　　要：本文探讨了深度学习技术在中等职业教育计算机智能支持系统设计与实现中的应用。通过详细介绍深度学习的基础原理和关键技术,如神经网络结构、激活函数和优化算法,本文阐述了如何利用这些技术提升系统的数据处理能力。随后,本文详细阐述了系统架构的设计过程,重点讨论了数据层、逻辑层和表示层的配置以及各层的交互方式。在数据管理与安全方面,详细描述了加密技术、访问控制和数据完整性验证的实施策略,确保系统的安全性和可靠性。用户交互与体验优化部分,论述了界面设计、响应式布局、交互反馈和个性化设置的优化措施,旨在提升用户的操作体验。通过系统化的设计和技术实现,该智能支持系统不仅提高了运算效率,也增强了用户互动和数据安全性。This paper discusses the application of deep learning technology in the design and implementation of computer intelligent support systems for vocational education.By elaborately introducing the fundamental principles and key technologies of deep learning,such as neural network structures,activation functions,and optimization algorithms,this article explains how these technologies enhance the system’s data processing capabilities.Subsequently,the paper elaborates on the design of the system architecture,focusing on the configuration of the data layer,logic layer,and presentation layer,as well as their interactions.In terms of data management and security,detailed strategies for implementing encryption technologies,access control,and data integrity verification are described to ensure the system’s security and reliability.The section on user interaction and experience optimization discusses interface design,responsive layout,interaction feedback,and personalized settings to enhance user experience.Through systematic design and technical implementation,this intelligent support system not only improves computational efficiency but also enhances user interaction and data security.

关 键 词：深度学习 系统架构设计 数据安全 计算机智能支持系统 

分 类 号：TP393.09[自动化与计算机技术—计算机应用技术]