广西林业科学2026，Vol.55Issue(2)：214-222,9.DOI:10.19692/j.issn.1006-1126.20260213
人工智能赋能森林康养产业的技术基础与实现机制
Technological Foundations and Implementation Mechanisms of Artificial Intelligence Empowering Forest Wellness Industry
摘要
Abstract
In order to address issues in current forest wellness industry,such as unstable service effectiveness,insufficient personalized provision and weak capacity for safety risk management and control,from artificial in-telligence(AI)empowerment perspective,technological foundations of AI empowerment in forest wellness in-dustry was systematically reviewed,and its functional boundaries and practical constraints in forest wellness scenarios were analyzed.Intelligent management platform architecture for entire operational process of forest wellness industry was constructed.Multi-model collaborative mechanism including decision trees,cosine simi-larity and deep reinforcement learning was proposed.Data acquisition,data analysis,decision support,com-mand and dispatch and effect evaluation modules were designed.These modules were intended to achieve dy-namic regulation of visitor health status,understory environmental conditions and wellness resource allocation.It was expected that framework would promote transformation of forest wellness from experience-driven to intel-ligence-driven development,strengthen coordinated regulation capability of wellness activities-ecological car-rying,and facilitate perceptibility and sustainable transformation of forest wellness value.关键词
人工智能/森林康养/健康管理/环境监测/技术实现Key words
artificial intelligence/forest wellness/health management/environmental monitoring/technologi-cal implementation分类
农业科技引用本文复制引用
彭杰伟,陈新颖..人工智能赋能森林康养产业的技术基础与实现机制[J].广西林业科学,2026,55(2):214-222,9.基金项目
广西自筹经费林业科技项目(2025GXZCLK76) （2025GXZCLK76）
2024年广西哲学社会科学研究课题(24SHB001) （24SHB001）
