大数据分析技术在建筑工程成本管理中的应用研究  

Research on the Application of Big Data Analysis Technology in Cost Management of Construction Projects

作　　者：张羽 ZHANG Yu(CRCC Cyber Information Technology Co.,Ltd.,Beijing 100039,China)

机构地区：[1]中铁建网络信息科技有限公司,北京100039

出　　处：《移动信息》2025年第3期207-209,共3页Mobile Information

摘　　要：在建筑工程领域,成本管理至关重要。传统方式面临着数据处理局限与决策滞后等挑战,而大数据分析技术的兴起带来了新的契机。文中构建了其在建筑工程成本管理中的应用架构,涵盖数据采集、存储管理与分析应用层,阐述了关键技术如数据挖掘算法、机器学习模型和可视化技术。通过实际案例应用及多指标效果评估,发现该技术能显著提升成本管理效能,精准预测成本,优化资源配置,降低成本偏差率,为项目决策提供了有力支持。Cost management is crucial in the field of construction engineering.Traditional methods face challenges such as data processing limitations and decision-making lag,while the rise of big data analysis technology has brought new opportunities.This paper constructs its application architecture in construction cost management,covering data collection,storage management,and analysis application layers,and elaborates on key technologies such as data mining algorithms,machine learning models,and visualization techniques.Through practical case applications and multi indicator effectiveness evaluations,it has been found that this technology can significantly improve cost management efficiency,accurately predict costs,optimize resource allocation,and reduce cost deviation rates,providing strong support for project decision-making.

关 键 词：大数据分析技术 成本管理 数据挖掘 可视化技术 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]