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International Journal of New Developments in Engineering and Society, 2022, 6(1); doi: 10.25236/IJNDES.2022.060107.

Research on cost prediction of civil engineering construction based on multi-dimensional data mining

Author(s)

Cui Lixiang

Corresponding Author:
Cui Lixiang
Affiliation(s)

Zhengzhou Business University, Henan, Gongyi, China

Abstract

The accuracy of the cost prediction of civil engineering is an important step in the refined management of modern civil engineering. Therefore, a research on the cost forecast of civil engineering based on multi-dimensional data mining is proposed, which combines data mining technology and cost forecasting. Based on the results of data mining, the predictive data is preprocessed, and the factor that has the greatest impact on the cost is screened out, which is the installation cost of the building in the project. And design a fitting function to preprocess the data. Establish a civil engineering cost prediction model. The first step is to determine historical indicators, search for corresponding historical data based on actual engineering data, and transform the prediction characteristics of the data, and finally complete the civil engineering cost prediction, and finally prove it through test experiments. The method’s engineering cost prediction accuracy is relatively high.

Keywords

multidimensional data; data mining; civil engineering; construction engineering; engineering cost; cost forecast;

Cite This Paper

Cui Lixiang. Research on cost prediction of civil engineering construction based on multi-dimensional data mining. International Journal of New Developments in Engineering and Society (2022) Vol.6, Issue 1: 40-43. https://doi.org/10.25236/IJNDES.2022.060107.

References

[1] Yuan Fang. Construction project cost prediction method based on time series[J]. Construction and Budget, 2021(11): 35-37.

[2] Wang Yibin, Zou Xiaohong. Research on the rationality review of construction engineering cost based on FCM and LSSVM[J]. Journal of Engineering Management, 2021, 35(04): 25-29.

[3] Dong Na, Lu Sihua, Xiong Feng. ABC-SVM-based construction project cost prediction under the background of big data[J]. Technical Economy, 2021, 40(08): 25-32.

[4] Chen Yuehua, Zheng Simin, Liu Wenlu. Research on industrial construction cost prediction based on machine learning [J]. Journal of Wuhan University of Technology (Information and Management Engineering Edition), 2021, 43(04): 314-321.

[5] Liu Weijun, Li Nian. Based on MEA-BP neural network construction project cost index prediction [J]. Engineering Economics, 2021, 31 (01): 23-27.

[6] Teng Lingyun. Research on construction of construction project cost prediction model based on BP neural network [J]. Housing Industry, 2020(12): 110-113.

[7] Wang Zheng, Li Ping, Tan Xiaorong. Discussion on the application of BIM technology in construction engineering cost management[J]. Ju She, 2020(07): 154.

[8] Zhang Lange. Design of rapid estimation model of project cost based on BIM technology[J]. Journal of Changchun Institute of Technology (Natural Science Edition), 2019, 20(03): 5-8.