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中国农学通报 ›› 2009, Vol. 25 ›› Issue (11): 243-247.

所属专题: 资源与环境 现代农业发展与乡村振兴

• 农业科技信息 • 上一篇    下一篇

农业信息资源上数据挖掘的应用

梁 川,王文生,谢能付   

  • 收稿日期:2009-03-10 修回日期:2009-03-13 出版日期:2009-06-05 发布日期:2009-06-05

Application of Data Mining in Agricultural Infomation

Liang Chuan, Wang Wensheng, Xie Nengfu   

  • Received:2009-03-10 Revised:2009-03-13 Online:2009-06-05 Published:2009-06-05

摘要: 【研究目的】通过应用数据挖掘技术解决农业信息领域“信息爆炸,但知识贫乏的问题”,提高农业资源的利用率。【方法】学习分析农业信息以及数据挖掘技术的特点。【结果】提出数据挖掘技术应用于农业具体领域的建议并架构农业数据挖掘系统,根据数据挖掘的流程及其相关技术,设计出具有3层机构的农业数据挖掘系统,并突出阐述每层的功能,其次介绍农业挖掘工具集的特点。【结论】以农业科学数据网数据库为背景,致力于在现有海量数据存储和强大计算能力的基础上,通过数据挖掘技术来进一步提升农业信息服务水平。

Abstract: 【OBJECTIVE】 By taking use the technology of data mining to resolve the problem of “information explosion but lack of knowledge ”in agricultural research. 【METHOD】In this paper, we introduce and analysis the characters of data mining technology and agricultural information .【RESULTS】Offer a proposal that using data mining in agriculture area and on the foundation of the technological process and the concrete technology of data mining, construct a data mining system with three layers basing on agriculture, and introduce the functions of each layer. 【CONCLUSION】 By using data mining technologies, this paper aims to improve the service level of the Agricultural Database, based on their existing large-scale data storage and powerful computing capabilities.