计算机应用研究2026，Vol.43Issue(2)：321-331,11.DOI:10.19734/j.issn.1001-3695.2025.07.0231
规则引擎的方法与技术进展综述
Review of methodological and technical advances in rule engines
摘要
Abstract
As an important technology for realizing automated decision-making and reasoning,rule engines have made signifi-cant breakthroughs in core methodological and technological advances in recent years,and have been widely used in network security,Internet of Things,financial risk control,intelligent manufacturing and other fields.Yet a comprehensive review on the optimization and improvement of rule engines remains absent.Taking network security as a typical application scenario,this paper systematically reviewed the methods and technical progress of rule engines,and analyzed its cross-domain applicabi-lity and optimization strategies based on typical cases in other fields.Firstly,it introduced the basic concept and architecture of a rule engine,including key components such as rule base,working memory and inference engine.Then it discussed the re-search progress of the rule engine in terms of performance improvement,rule file optimization,and functional enhancement in detail,focusing on the analysis of the improvement of the rule matching process and the synergistic optimization with intelligent technology.Finally,this paper outlined the future development trends of rule engines,providing important reference for their application across multiple domains and pointing the way for future technological innovation.关键词
规则引擎/推理方法/人工智能/网络安全/规则匹配/规则优化/物联网Key words
rule engine/inference methods/artificial intelligence/network security/rule matching/rule optimization/Internet of Things分类
信息技术与安全科学引用本文复制引用
朱家声,芮小平,汤恒,毕一鸣..规则引擎的方法与技术进展综述[J].计算机应用研究,2026,43(2):321-331,11.基金项目
国家自然科学基金资助项目(42376180) （42376180）
