基于大数据分析的精准智能化农业决策支持系统

Qiao Jie
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引用次数: 3

摘要

摘要为了提高精准智能农业决策支持系统的效果,本文结合大数据技术对农业数据进行精准挖掘,并结合决策树算法进行数据分类处理。通过数据挖掘获取最有效的农业决策参考数据,结合农业决策支持流程设置决策系统的功能模块,并分析各功能模块的实现过程。此外,本文研究了农业生产结构优化决策支持系统的理论基础和关键技术,构建了基于大数据分析的精准智能化农业决策支持系统。该系统主要对农业数据进行准确的处理和有效的预测,进而做出科学的决策结果。最后,结合实验分析对本文模型的结构进行了验证。从实验对比可以看出,本文构建的精准智能化农业决策支持系统效果显著。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Precision and intelligent agricultural decision support system based on big data analysis
ABSTRACT In order to improve the effect of precision intelligent agricultural decision support system, this paper combines big data technology to carry out precision mining of agricultural data, and combines decision tree algorithm to carry out data classification processing. Moreover, this paper obtains the most effective agricultural decision reference data through data mining, combines the agricultural decision support process to set the functional modules of the decision system, and analyzes the implementation process of each functional module. In addition, this paper studies the theoretical basis and key technologies of the agricultural production structure optimisation decision support system, and builds a precision and intelligent agricultural decision support system based on big data analysis. The system mainly performs accurate processing of agricultural data and makes effective predictions, and then makes scientific decision results. Finally, this paper verifies the structure of the model in this paper combined with experimental analysis. From the comparison of experiments, it can be seen that the precision and intelligent agricultural decision support system constructed in this paper has significant effects.
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