基于决策树的乡村综合信息数据智能管理系统

Intelligent Management System of Rural ComprehensiveInformation Data Based on Decision Tree

信息爆炸时代的到来,致使乡村综合信息数据量也急剧增大,如何在大数据中快速找到有价值的信息数据就显得至关重要.现有系统由于数据挖掘程度较低,存在综合信息管理系统响应延迟与搜索延迟较长的缺陷,故提出基于决策树的乡村综合信息数据智能管理系统.该系统中硬件包括数据智能管理框架搭建单元、数据处理器选取单元与网络通信单元;软件模块引入决策树算法设计数据关系挖掘模块、数据智能管理模块与数据库构建模块.实验数据表明:相较于对比系统,本文设计系统获得的响应延迟与搜索延迟得到了大幅降低,能够快速响应用户需求,反馈数据,充分证实了设计系统的可用性.

With the advent of the information explosion era,the volume of rural comprehensive information data has also increased sharply.How to quickly find valuable information data in big data is very important.Due to the low degree of data mining,the existing system has the defects of long response delay and search delay of integrated information management system.Therefore,a rural integrated information data intelligent management system based on decision tree is proposed.The hardware in the rural integrated information data intelligent management system is the data intelligent management framework building unit,data processor selection unit and network communication unit.The software module introduces decision tree algorithm to design data relationship mining module,data intelligent management module and database construction module.Through the design of the above hardware unit and software module,the design of rural comprehensive information data intelligent management system is realized.The experimental data show that compared with the comparison system,the response delay and search delay obtained by the application design system are greatly reduced,and can quickly respond to user needs and feedback data,which fully proves the availability of the design system.