Big Data-Driven Decision Support System for Rural Eco-civilization

To explore the application of big data in the construction of rural eco-civilization and provide a scientific decision-making basis for rural managers, this article constructs a Decision Support System (DSS). Based on the multi-dimensional assessment index system, this article designs an assessment model based on a Support Vector Machine (SVM) and develops a fully functional DSS. According to the output results of SVM model, the level of rural eco-civilization development is accurately evaluated. The experimental results show that the average scores of usability, accuracy, and practicability of the system are high, and more than 85% of users give an assessment of 90 points or above. The system can accurately evaluate rural eco-civilization development and provide targeted improvement suggestions for rural managers. It has important guiding significance and practical application value for rural eco-civilization development.

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Published
2024-12-13
DOI
https://doi.org/10.1145/3735014.3735902
Primary Topic
E-commerce and Technology Innovations
Type
article
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article

Big Data-Driven Decision Support System for Rural Eco-civilization

Linghao Wang
E-commerce and Technology Innovations
article

Big Data-Driven Decision Support System for Rural Eco-civilization

Linghao Wang
article en

Abstract

To explore the application of big data in the construction of rural eco-civilization and provide a scientific decision-making basis for rural managers, this article constructs a Decision Support System (DSS). Based on the multi-dimensional assessment index system, this article designs an assessment model based on a Support Vector Machine (SVM) and develops a fully functional DSS. According to the output results of SVM model, the level of rural eco-civilization development is accurately evaluated. The experimental results show that the average scores of usability, accuracy, and practicability of the system are high, and more than 85% of users give an assessment of 90 points or above. The system can accurately evaluate rural eco-civilization development and provide targeted improvement suggestions for rural managers. It has important guiding significance and practical application value for rural eco-civilization development.

Xiamen University of Technology (CN)
Openalex Percentile: Top 45%
E-commerce and Technology Innovations
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