Proceedings of the 2nd International Conference on Bigdata Blockchain and Economy Management, ICBBEM 2023, May 19–21, 2023, Hangzhou, China

Research Article

Construction of a Sustainable Development Evaluation Model for Hydraulic Engineering Projects Based on Association Rules and Big Data

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  • @INPROCEEDINGS{10.4108/eai.19-5-2023.2334258,
        author={Jing  Zhao and Xiuqian  Yang},
        title={Construction of a Sustainable Development Evaluation Model for Hydraulic Engineering Projects Based on Association Rules and Big Data},
        proceedings={Proceedings of the 2nd International Conference on Bigdata Blockchain and Economy Management, ICBBEM 2023, May 19--21, 2023, Hangzhou, China},
        publisher={EAI},
        proceedings_a={ICBBEM},
        year={2023},
        month={7},
        keywords={association rules; big data technology; water engineering; sustainable development; evaluation models},
        doi={10.4108/eai.19-5-2023.2334258}
    }
    
  • Jing Zhao
    Xiuqian Yang
    Year: 2023
    Construction of a Sustainable Development Evaluation Model for Hydraulic Engineering Projects Based on Association Rules and Big Data
    ICBBEM
    EAI
    DOI: 10.4108/eai.19-5-2023.2334258
Jing Zhao1, Xiuqian Yang1,*
  • 1: Guangxi Vocational College of Water Resources and Electric Power
*Contact email: 17102225@qq.com

Abstract

The current conventional water conservancy project sustainability evaluation model mainly uses principal component analysis to select suitable evaluation indicators, which leads to poor evaluation due to the lack of analysis of the relevance of evaluation indicators. In this regard, a sustainable development rating model for hydraulic Engineering projects based on association rules and big data is proposed. The rating index system is built in a hierarchical way, and association rules are constructed by mining frequent item sets, and the importance of evaluation indexes is analyzed using association rules, and different weight values are assigned to the indexes. The evaluation of sustainable development of hydraulic Engineering projects is realized by calculating the comprehensive rating index. In the experiments, the proposed model was verified for evaluation accuracy. The experimental results show that the sustainable development evaluation model constructed by the proposed method has a small error value of the evaluation index of the model and has a high evaluation accuracy.