人工智能在计算机网络技术中的大数据应用实践

人工智能在计算机网络技术中的大数据应用实践

黄丽萍

（哈尔滨职业技术学院，黑龙江    哈尔滨    150076）

【摘    要】在大数据时代，人工智能技术已成为推动行业发展的关键力量，尤其在计算机网络技术领域，其应用极大提升了网络的安全性、可靠性、智能化和高效性。本文深入探讨了人工智能在计算机网络技术中的应用，首先概述了人工智能的内涵与特征，随后指出了其在计算机网络技术中的应用优势。文章通过六个不同方面，包括人工神经网络、人工免疫技术、人工智能问题求解和数据挖掘技术等，具体论述了人工智能的应用实践。本文旨在全面了解人工智能在计算机网络技术中的应用现状和未来发展趋势，为相关领域的研究者提供参考和启示。

【关键词】计算机网络；网络安全；人工智能；网络资源；数据挖掘；问题求解

Application of Artificial Intelligence in Big Data within the Field of Computer Network Technology

Liping Huang

(Harbin Vocational and Technical College, Harbin, Heilongjiang 150076)

Abstract: In the era of big data, artificial intelligence technology has become a key force in driving industry development, especially in the field of computer network technology, where its application has significantly enhanced the network's security, reliability, intelligence, and efficiency. This paper delves into the application of artificial intelligence in computer network technology, beginning with an overview of the connotations and characteristics of artificial intelligence, followed by highlighting its application advantages in computer network technology. The paper discusses the practical application of artificial intelligence through six different aspects, including artificial neural networks, artificial immune technology, AI problem-solving, and data mining techniques. The aim of this paper is to comprehensively understand the current status and future development trends of artificial intelligence in computer network technology, providing references and insights for researchers in related fields.

Keywords: Computer Networks; Network Security; Artificial Intelligence; Network Resources; Data Mining; Problem

Solving