支持人在环路混合智能的交互设计研究

Interaction Design in Human-in-the-Loop Hybrid Intelligence

目的指出“支持人在环路混合智能的交互设计”这一类设计问题,研究人在环路混合智能系统中交互设计的问题,为相关设计、技术与应用研究提供索引和参考。方法从人在环路混合智能的概念和架构出发,引出人在环路混合智能的交互设计;基于对相关文献的整理,总结常见界面构成和交互方式;总结整理人在环路混合智能的生命周期。结论指明了人在环路混合智能是需要用户交互的智能模型,介绍了由用户、人工智能算法、用户接口构成的系统架构;总结了针对不同数据类型的现有工作可能的交互方式;分析了人在环路混合智能完整生命周期中的设计挑战,根据现有文献提取关键界面构成,提出了人在环路混合智能系统的设计建议;提出了从智能系统、用户、设计师三方面建立设计方法论,完善设计工具,更有效地支持和推动人在环路混合智能系统的应用的建议。

The work aims to point out the problems in“interaction design for human-in-the-loop hybrid intelligent”and study the problems of interaction design in the human-in-the-loop hybrid intelligent system,to provide references for the related research in design,technology and application.Starting from the concept and architecture of human-in-the-loop hybrid intelligence,the interaction design of human-in-the-loop hybrid intelligence was introduced and the interface compositions and interaction models and life cycle of human-in-the-loop hybrid intelligence were summarized based on related work in different fields.It is pointed out that the human-in-the-loop hybrid intelligence requires the intelligent model of user interaction and the system architecture composed of users,artificial intelligence algorithms,and user interfaces is introduced.The interaction methods of existing work for different data types are summarized,the design challenges for each key activity of the full life cycle in human-in-loop hybrid intelligence are analyzed,the characteristics and key interface composition of different user functions and requirements are extracted,and the design principles of the human-in-the-loop hybrid intelligent system are proposed.The suggestions for establishing design methodology from intelligent system,user and designer are proposed,improving design tools to support and promote the applications of human-in-the-loop hybrid intelligent systems.