摘要
文章开发了基于人工智能技术的云教学平台,该平台整合了先进的人工智能算法与技术,以增强教育系统的个性化教学和资源优化功能。文章首先对人工智能技术在云教学平台中的应用价值进行了初步评估;随后,系统地阐述了平台的总体架构设计,包括硬件配置及4个核心功能模块(机器人聊天、个性化推荐、知识图谱以及智能优化与决策模块);最后,通过对实际用户行为进行系统测试,详细地评估了这些功能模块的性能表现。测试结果显示,各模块在提升教学效率和优化学习体验方面表现突出,特别是在处理大规模数据和应对高并发请求的环境下,展现了显著的效能和稳定性。
This paper develops a cloud teaching platform based on artificial intelligence technology,which integrates advanced artificial intelligence algorithm and technology to enhance the personalized teaching and resource optimization function of the education system.This paper firstly evaluates the application value of artificial intelligence technology in cloud teaching platform,and then systematically describes the overall architecture design of the platform,including hardware configuration and four core functional modules(robot chat,personalized recommendation,knowledge graph,and intelligent optimization and decision module).Finally,the performance of these functional modules is evaluated in detail through systematic testing of actual user behavior.The test results show that each module has outstanding performance in improving teaching efficiency and optimizing learning experience,especially in the environment of processing large-scale data and responding to high concurrency requests,showing remarkable efficiency and stability.
作者
宋瑞雪
宋文良
SONG Ruixue;SONG Wenliang(Foreign Language Institute,Jilin University of Architecture and Technology,Changchun 130000,China;Unicom(Jilin)Industrial Internet Co.,Ltd.,Changchun 130000,China)
出处
《无线互联科技》
2024年第14期56-58,共3页
Wireless Internet Technology
基金
吉林省教育科学“十四五”规划2022年度课题,项目名称:基于智慧学习共同体的应用型本科英语专业“云教学模式”研究,项目编号:GH22371。
关键词
人工智能技术
云教学平台
设计开发
artificial intelligence technology
cloud teaching platform
design and development
