人机环境系统多领域行为过程建模与优化方法研究进展

Research Progresses of Modeling and Optimization Methods for Multi Domain Behavior Processes of Human-Machine Environmental Systems

目前智能技术自身在通用性、稳健性、安全性等方面并不成熟,智能交互产品极易因在意图表达、信息处理、决策逻辑、交互时序、动作强度等方面与用户行为模式的不匹配而产生“行为冲突”,人机环境系统多领域行为过程的统一建模与优化是实现智能交互产品行为特性调控和正向设计的关键。从如何表征、用什么表征、如何校验、如何优化四个维度系统地梳理了人机环境系统多领域行为过程表征模型、建模语言/工具、模型验证和行为过程优化等方面的研究进展,分析了目前该领域存在的问题和局限性,展望了未来的研究重点和发展趋势。

Due to the immaturity of intelligent technology in universality,robustness and security,intelligent interactive products were prone to“behavior conflict”due to the mismatch with user behavior patterns in intention expression,information processing,decision logic,interaction timing and action intensity.Unified modeling and optimization of multi domain behavior processes of human-machine environmental systems were the key to realize behavior characteristic regulation and forward design of intelligent interactive products.This paper systematically reviewed the research progresses of multi domain behavior process representation model,modeling language and tool,model validation and behavior process optimization of human-machine environmental systems from four dimensions:how to represent,what to represent,how to verify and how to optimize.The existing problems and limitations in this field were analyzed,and the future research focus and development trend were prospected.