基于大数据分析技术的企业管理成本智能化预测技术研究
Research on Intelligent Prediction Technology of Enterprise Management Costs Based on Big Data Analysis Technology
董文杰1
作者信息
- 1. 大连财经学院会计学院,大连 116000
- 折叠
摘要
市场经济环境下企业管理成本的智能化预测为企业快速、高效决策提供了数据支撑,有助于企业的健康发展.针对企业管理成本影响因素多、传统预测技术智能化水平低的问题,采用烟花算法对随机森林算法的参数进行优化,同时借助Informatica软件对影响企业管理成本的各种因素进行管理、集成,依次作为预测模型的输入.将构建的企业管理成本智能化系统应用于零售业企业和制造业企业中,分析了导致企业管理成本较高的原因,为企业发展决策的制定提供了一定的参考.
Abstract
The intelligent prediction of enterprise management costs in the market economy environment provides data support for rapid and efficient decision-making,which is conducive to the healthy development of enterprises.In response to the problem of multiple factors affecting enterprise management costs and low intelligence level of traditional prediction techniques,the fireworks algorithm is used to optimize the parameters of the random forest algorithm.At the same time,Informatica software is used to manage and integrate various factors that affect enterprise management costs,which are sequentially used as inputs for the prediction model.The intelligent system for enterprise management costs was applied to retail and manufacturing enterprises and the reasons for the relatively high management costs were analyzed.This provides a certain reference for the formulation of enterprise development decisions.
关键词
大数据技术/随机森林/烟花算法/管理成本智能化预测Key words
big data technology/random forest/fireworks algorithm/intelligent prediction of management costs引用本文复制引用
基金项目
辽宁省教育厅基本科研项目(LJBKYF2021001)
辽宁省教育厅基本科研项目(LJKMR20221957)
出版年
2024
NETL
NSTL
维普
万方数据