Intelligent agent technology for real-time data mining in telecommunication networks

Mo Jianlin1; Liao Jianfeng2

doi:10.13756/j.gtxyj.2013.03.007

您当前的位置：

首页 >

文章列表页 >

Intelligent agent technology for real-time data mining in telecommunication networks

- Intelligent agent technology for real-time data mining in telecommunication networks
- Study on Optical communication Issue 3, Pages: 7-10(2013)
- 作者机构：
  
  1. 阿坝师范高等专科学校电子信息工程系
  2. 河南经贸职业学院信息管理系
- 作者简介：
- 基金信息：
- DOI：10.13756/j.gtxyj.2013.03.007
  CLC： TN915.0;TP311.13
- Published：2013，
扫描看全文
[1]莫建麟,廖建锋.电信网络领域实时数据挖掘的智能代理技术[J].光通信研究,2013(03):7-10+21.

Mo Jianlin1, Liao Jianfeng2. Intelligent agent technology for real-time data mining in telecommunication networks. [J]. (3):7-10(2013)
[1]莫建麟,廖建锋.电信网络领域实时数据挖掘的智能代理技术[J].光通信研究,2013(03):7-10+21. DOI： 10.13756/j.gtxyj.2013.03.007.

Mo Jianlin1, Liao Jianfeng2. Intelligent agent technology for real-time data mining in telecommunication networks. [J]. (3):7-10(2013) DOI： 10.13756/j.gtxyj.2013.03.007.

摘要

由于电信网络环境的动态性

DM（数据挖掘）技术的简单应用并不足以及时获取到更深层的知识。文章首先对基于DM技术实时状态下的应用提出一种方法论

把电信数据转换为知识这一系列过程;然后

通过智能代理框架来协助实时环境下的DM流程;最后

对基于智能代理获取到实时知识的DM技术的整合进行案例分析。实验表明

实时知识是管理电信网络的关键。

Abstract

Owing to the dynamic environment of telecommunication networks

simple applications of the Data Mining（DM） technology are not sufficient for timely acquirement of deeper knowledge.This paper first proposes a methodology for the applications in the DM-based real-time status

which converts the telecommunication data into a series of knowledge processes

and then assists the DM flow in real-time environment with an intelligent agent framework.Finally

it carries out a case analysis of the integration of the DM technology for the acquired intelligent agent-based real-time knowledge.Experimental results show that real-time knowledge is the key to the management of telecommunications networks.

关键词

实时数据挖掘智能代理电信网络

Keywords

real-time data miningintelligent agenttelecommunication network

references

更多指标>

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

No data

Related Author

No data

Related Institution

No data

⁰