建立基于大数据技术的企业业务管理分析框架
1Guangdong Baili Food Co., LTD, Dongguan 523000, Guangdong, China.
Heliyon
|June 29, 2023
概括
本研究介绍了用于企业业务管理的智能数据技术系统,提高决策和效率. 改进的C4.5算法显著降低了运输燃料成本,证明了该系统的有效性.
科学领域:
- 企业管理 企业管理
- 数据科学数据科学数据科学
- 运营研究 运营研究
背景情况:
- 传统的企业管理严重依赖人力资源,导致由于主观因素导致不稳定的结果.
- 越来越复杂的商业环境需要更多的科学和数据驱动的管理方法.
研究的目的:
- 设计一个利用智能数据技术的企业业务管理系统.
- 构建一个分析企业业务管理的框架.
- 提高各种管理职能的效率和科学基础.
主要方法:
- 开发一个集成智能数据技术的企业业务管理系统.
- 构建一个企业业务管理分析框架.
- 应用改进的C4.5算法进行优化.
主要成果:
- 拟议的系统有助于管理人员进行最佳规划,增强生产,销售,财务和人事管理.
- 改进的C4.5算法显示,A公司的运输燃料成本大幅降低,在五次航行中总计为13349.09元.
- 优化的船舶速度管理有效降低了运营费用,提高了利.
结论:
- 改进的C4.5算法提供了比传统方法更高的准确性和更好的时间效率.
- 基于决策树的算法对企业业务管理系统是可行的,提供有效的决策支持.
- 智能数据技术提高了企业管理的科学基础和效率.
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