基于主成分分析的新型无机非金属建筑材料环境保护评价

IF 0.5 4区 材料科学 Q4 MATERIALS SCIENCE, MULTIDISCIPLINARY
Lina Zheng, Zhanzhan Zheng, Yanmin Chen, Aina Qi
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引用次数: 0

摘要

为了提高建筑材料环保评价结果的准确性和效率,提出了一种基于主成分分析的无机非金属建筑材料环保评价新方法。首先,利用知识图谱和协同过滤算法挖掘评价指标;然后,构建评价指标体系,建立判断矩阵,对评价指标的权重进行计算和排序。最后,引入主成分分析法对建筑材料的环保性能进行评价,并对原有的评价指标进行标准化,得到建筑材料的环保性能综合得分,实现对建筑材料的环保性能评价。实验结果表明,该方法的评估精度高,耗时短,表明评估结果可靠。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Environmental protection evaluation of new inorganic non-metallic building materials based on principal component analysis
In order to improve the accuracy and efficiency of the environmental protection evaluation results of building materials, a new environmental protection evaluation method of inorganic non-metallic building materials based on principal component analysis was proposed. Firstly, knowledge atlas and collaborative filtering algorithm are used to mine evaluation indicators. Then, the evaluation index system is constructed, and the judgment matrix is established to calculate and sort the weight of the evaluation index. Finally, the principal component analysis method is introduced to evaluate the environmental protection performance, and the original evaluation index is standardised to obtain the comprehensive score of the environmental protection performance of building materials, to realise the environmental protection performance evaluation. The experimental results show that the evaluation accuracy of the proposed method is high and the time consumption is short, indicating that the evaluation results are reliable.
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来源期刊
International Journal of Materials & Product Technology
International Journal of Materials & Product Technology 工程技术-材料科学:综合
CiteScore
0.80
自引率
0.00%
发文量
61
审稿时长
8 months
期刊介绍: The IJMPT is a refereed and authoritative publication which provides a forum for the exchange of information and ideas between materials academics and engineers working in university research departments and research institutes, and manufacturing, marketing and process managers, designers, technologists and research and development engineers working in industry.
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