计算机技术与发展2017，Vol.27Issue(11)：52-57,6.DOI:10.3969/j.issn.1673-629X.2017.11.011
基于多级框架的不确定知识推理方法研究
Research on Method of Uncertain Knowledge Reasoning Based on Multilevel Framework
摘要
Abstract
In the process of knowledge reasoning applied to the intelligent method,in order to solve the problem of concurrency matching of knowledge and usability,a method of uncertainty reasoning under multi-level framework is designed. With introduction of rule-knowl-edge derivation,establishment of the production model and design of multi-level frame structure,its precision and accuracy of reasoning is improved effectively;introducing slot value coincidence rate and membership degree as confirmation factor as well as knowledge con-currency matching,the forward-based reasoning is adopted as knowledge reasoning and the Bayes method applied to eliminate conflict in knowledge matching. Experiments on its accuracy and concurrent reasoning have been conducted with some concurrent abnormal sam-ples,which show that its accuracy and concurrent reasoning is promoted greatly,achieving the purpose for reasonable design of knowledge structure and significant improvement in knowledge abstraction,meeting the refinement requirements of complex industrial production in the field of multi concurrent reasoning. The analysis on results of practical testing early dynamic warning for oil well production show that the proposed UnMF method has improved accuracy of early warning,which can reduce the occurrence of abnormal production and there-fore is of great significance for stable and efficient industrial production.关键词
框架系统/不确定性推理/FC规则闭包/反射技术/生产预警Key words
frame system/RUU/FC rule closure/reflection technology/productive warning分类
信息技术与安全科学引用本文复制引用
李春生,郎敏,张可佳,周云霞..基于多级框架的不确定知识推理方法研究[J].计算机技术与发展,2017,27(11):52-57,6.基金项目
黑龙江省自然科学基金面上项目(F2015020) （F2015020）
黑龙江省教育科学技术研究项目(12511010) （12511010）
黑龙江大庆市指导性项目(zd-2016-010) （zd-2016-010）
黑龙江省高教学会2016年教育科研课题(16Q117) （16Q117）
