以人工智能技术为基础的大数据信息网络探析

Analysis of Big Data Information Network Based on Artificial Intelligence Technology

该文以人工智能技术为基础,探索了大数据信息网络的发展趋势以及应用策略。在大数据时代背景下,计算机网络安全问题备受关注,传统的管理模式及管理技术已经难以满足当下需求,智能化安全管理已经成为未来主要趋势。该文先强调人工智能技术在网络安全中的必要性,对基于人工智能的大数据信息网络优点进行分析,利用数据挖掘技术、规则产生式专家系统、人工免疫技术及智能数据库防火墙技术等,可加强对大数据网络安全的管理。同时,在大数据网络系统管理和评价方面,可运用人工智能问题求解技术、专家知识库技术以及人工智能代理管理等,实现人工智能技术的运用。

Based on artificial intelligence technology,this article explores the development trends and application strategies of big data information networks.In the context of the big data era,computer network security issues have attracted much attention.Traditional management models and technologies are no longer able to meet current needs,and intelligent security management has become the main trend in the future.The article first emphasizes the necessity of artificial intelligence technology in network security,analyzes the advantages of big data information networks based on artificial intelligence,and uses data mining technology,rule-based expert systems,artificial immunity technology,and intelligent database firewall technology to strengthen the management of big data network security.At the same time,in the management and evaluation of big data network systems,artificial intelligence problem solving technology,expert knowledge base technology,and artificial intelligence agent management can be used to achieve the application of artificial intelligence technology.