计算机工程2026，Vol.52Issue(1)：86-94,9.DOI:10.19678/j.issn.1000-3428.0253161
DIKWP驱动的意图生命周期建模与语义路径构建
DIKWP-Driven Purpose Lifecycle Modeling and Semantic Path Construction
摘要
Abstract
Purpose-driven Artificial Intelligence(AI)systems must exhibit adaptive purpose perception,dynamic adjustments,and multi-level feedback when operated in complex and evolving environments.However,traditional AI models lack a unified mechanism for modeling purpose lifecycle,thereby resulting in challenges in behavior traceability,control,and optimization,which,in turn,limit interpretability and long-term effectiveness.This paper proposes a Data-Information-Knowledge-Wisdom-Purpose(DIKWP)-based semantic framework for purpose lifecycle management oriented toward cognitive evolutionary pathways.This mechanism consists of five semantic stages:data-layer dynamic verification,information-layer migration response,knowledge-layer logical reconstruction,wisdom-layer value evolution,and purpose-layer goal closure and conflict regulation.A multi-level,multi-goal,and multi-feedback semantic governance structure is formed.In addition,multi-layer graph modeling and cognitive space differentiation are introduced,specifically between conceptual and semantic spaces,to enable structured and visual modeling of purpose generation,updating,and tuning.By integrating the dual-loop structure of"experience-narrative"from artificial consciousness theory,the purpose stability and adaptability of the system in interactive environments are enhanced.The proposed mechanism was theoretically validated in smart home and smart city scenarios.The experimental results demonstrate its generality,scalability,and robustness,offering theoretical and engineering support for value alignment,semantic safety,and autonomous evolution in sovereign AI systems.关键词
数据-信息-知识-智慧-意图模型/意图生命周期/语义治理/人工意识/语义图谱/认知系统Key words
Data-Information-Knowledge-Wisdom-Purpose(DIKWP)model/purpose lifecycle/semantic governance/artificial consciousness/semantic graph/cognitive systems分类
信息技术与安全科学引用本文复制引用
褚泽世,段玉聪,王敏惠..DIKWP驱动的意图生命周期建模与语义路径构建[J].计算机工程,2026,52(1):86-94,9.基金项目
海南省卫生健康科技创新联合专项(WSJK2024QN025) （WSJK2024QN025）
海南省重点研发计划项目(ZDYF2022GXJS007,ZDYF2022GXJS010). （ZDYF2022GXJS007,ZDYF2022GXJS010）
