Natural Human–Computer Interaction

One-way Explainability Isn't The Message

“…How should it communicate these questions and receive answers? Again, in the long-run, natural human-computer interaction techniques [9] seem inevitable.…”

“…But part-successes suggest that, with symbolic ML at least, such a collaboration is feasible with current technology. 9 No doubt this will also extend to the use of newer forms of ML that combine neuraland symbolic-representations, which can draw on the work done in the purely symbolic realm (evidence of this already emerging in the design of explanationdriven collaborative decision-making systems for medical images [30]). The extent to which purely neural approaches to ML can be developed for intelligible collaboration with humans remains an open question.…”

A Review on Human-Computer Interaction and Intelligent Robots

“…Thereafter, HCI researchers expounded the de¯nition of a natural HCI by employing di®erent approaches. [13][14][15] As far as we know, the development process of HCI has gone through¯ve major stages: manual stage, interactive command language stage, graphical user interface (GUI) stage, network user interface stage, and natural HCI. As their names imply, we can understand the characteristics of each stages.…”

A model for natural human-computer interaction based on semiotic triangle

“…1990 年, Persson [8] 从隐喻角度对语言学进行分析, 认为语义三角 形是一个较为典型的图示隐喻, 并对语义三角形进行了分析与完善, 将 "思想" 替换为 "概念", 将 "所 指" 替换为 "具象". [2] 基于经验给出了自然人机交互的经验定义: "人们通过声学、 手势和情感表达等自然方式进行交流, 通过视觉和物体操作来完成对环境的探索. 其关键在于他们与 机器的交互方式和他们在日常生活中与其他人的交互方式一样".…”

“…在 自然交互场景中, 人们可以通过手势、言语、笔迹等单个通道的自然方式进行输入, 甚至是非主动方式 (如生理、脑电信号等), 也可以是融合多个通道信息的人机交互". D'Amico 等 [2] 提出的定义从 "以人 为中心" 的自然交互准则出发, 重点强调了自然人机交互的自然性; Wang 等 [3] 提出的定义在体现交 互自然性的同时, 还强调了自然人机交互可以采用的交互方式特征.…”