首页|农机数字化大数据管理平台的设计——基于电子商务平台重复客户预测模型

农机数字化大数据管理平台的设计——基于电子商务平台重复客户预测模型

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随着信息技术和农机现代化的加速推进,数字化农机管理已成为当今农业发展的重要趋势。为此,基于电子商务平台重复客户预测模型,提出了一种基于Hadoop和物联网的农机数字化大数据管理平台,旨在将传统农业生产与信息技术有机结合,实现农机作业数据的实时监测、质量分析、预测与预警、决策支持等功能,为农机作业的自动化和精准化提供有力保障。
Design of Digital Big Data Management Platform of Agricultural Machinery——Based on the Repeated Customer Prediction Model of E-commerce Platform
With the rapid development of information technology and the acceleration of agricultural machinery moderniza-tion,it has become an important trend of agricultural development for digital agricultural machinery management.Based on the repeated customer prediction model of E-commerce platform,it proposes a digital big data management platform for agricultural machinery based on Hadoop and the Internet of Things,which aims to organically combine traditional agricul-tural production and information technology.It realize the functions of real-time monitoring,quality analysis,prediction and early warning,and decision support of agricultural machinery operation data,which provides a strong guarantee for the automation and accuracy of agricultural machinery operation.

digital agricultural machinerybig dataelectronic commerceprediction modelHadooprepeated customer

张璐

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河南工业职业技术学院,河南 南阳 473000

数字化农机 大数据 电子商务 预测模型 Hadoop 重复客户

2025

农机化研究
黑龙江省农业机械工程科学研究院 黑龙江省农业机械学会

农机化研究

北大核心
影响因子:0.668
ISSN:1003-188X
年,卷(期):2025.47(4)