CAJ | 학술논문

在元分析方法（Meta－Analysis）得到的建筑企业采纳精益建设技术影响因素基础上，构建建筑企业精益建设技术采纳决策指标体系，建立精益建设技术采纳决策模型，并应用支持向量机算法（SVM）对样本数据进行训练、仿真模拟。研究结果表明，元分析方法能够科学、全面地筛选出采纳精益建设技术影响因素，而基于支持向量机算法的企业精益建设技术采纳决策模型，预测精度较高，可为潜在采纳企业提供有价值的理论参考，对组织提高建设项目管理水平，提高生产效果具有重要的现实意义。
재원분석방법（Meta－Analysis）득도적건축기업채납정익건설기술영향인소기출상，구건건축기업정익건설기술채납결책지표체계，건립정익건설기술채납결책모형，병응용지지향량궤산법（SVM）대양본수거진행훈련、방진모의。연구결과표명，원분석방법능구과학、전면지사선출채납정익건설기술영향인소，이기우지지향량궤산법적기업정익건설기술채납결책모형，예측정도교고，가위잠재채납기업제공유개치적이론삼고，대조직제고건설항목관리수평，제고생산효과구유중요적현실의의。
In this paper,an index system of lean construction technology adoption decisions has been built on the basis of the factors affecting the adoption of lean construction techniques by means of Meta-Analysis.Meanwhile a decision-mak-ing model of lean construction techniques adoption has been established,and Support Vector Machine Algorithm (SVM) has also been used for training and simulation of the sample data.The results show that:the use of Meta-Analysis method can scientifically and comprehensively screen the factors affecting the adoption of lean construction technique;the applica-tion of lean construction techniques adoption decision-making model based on support vector machine algorithm can pre-dict with high accuracy,and can provide valuable theoretical reference for the adoption of potential enterprises.This meth-od can,to a great extent,help organization improve construction project management level and increase their production ef-ficiency.