一个新的物联网支持的智能教育管理系统,通过知识和数据的协作实现
1School of Language and Culture, Anyang Preschool Education College, Anyang 455000, China.
Mathematical biosciences and engineering : MBE
|July 28, 2023
概括
本研究介绍了使用物联网 (IoT) 进行自主规划和调度的智能教育管理系统. 这种新的系统增强了个性化的学习计划,并优化了工程实践专业的课程结构.
科学领域:
- 计算机科学 计算机科学
- 教育技术的教育技术
- 数据科学数据科学数据科学
背景情况:
- 物联网 (IoT) 已经推进了教育管理系统,但许多缺乏智能处理能力,如自主规划和最佳调度.
- 现有的物联网教育管理系统往往无法提供智能信息处理,阻碍了个性化的学习和高效的资源配置.
研究的目的:
- 提出和验证一个新的物联网支持的智能教育管理系统.
- 通过整合知识和数据来解决当前系统的局限性,以加强教育管理.
- 通过数据驱动的洞察来优化工程实践专业的课程结构.
主要方法:
- 设计了一个基于教育管理领域知识的宏观架构.
- 利用基于集群的数据分析算法进行实时课堂特征可视化.
- 生成学习状态统计数据,以建议个性化的学习计划.
- 通过计算机模拟操作测试系统功能.
主要成果:
- 拟议的系统有效地处理实时数据流.
- 个性化学习计划是根据分析的学习状态生成的.
- 计算机模拟证实了系统的功能和智能城市应用的潜力.
- 对工程实践专业确定为最佳的一般和专业课程的整合.
结论:
- 开发的基于物联网的智能教育管理系统通过实时数据展示了强大的性能.
- 该系统为个性化的教育和智能城市的高效管理提供了可行的解决方案.
- 建议提供了优化课程结构,强调了工程实践专业的一般和专业教育的整合.
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