通过建模、仿真和优化深入理解交互
Towards a Deep(er) Understanding of Interaction through Modeling, Simulation, and Optimization
摘要：
传统的以用户为中心的设计流程已经很难跟上日益快速的技术发展和日益多样化的用户偏好。作为一种解决方案，我们建议通过对整个人机交互循环的模拟和优化来增强进行用户研究的久经考验的方法。这种方法允许通过显式建模更好地理解现象，通过仿真构建虚拟原型，并通过优化改进交互技术。构建预测用户模型还支持HCI理论的创建和验证，并构成了迈向新的、智能的和自适应的用户界面的决定性一步。我们报告我们的经验，在虚拟开发新的互动技术的例子声悬浮，并提出我们的优化为基础的框架HCI。有了这个，我们努力获得更好的理解交互，并在同一时间饲料的问题，如哪些工具和教程是必要的，使虚拟原型更容易为不同的受众的讨论。
英文摘要：
The traditional user-centered design process can hardly keep up with the ever faster technical development and increasingly diverse user preferences. As a solution, we propose to augment the tried-and-tested approach of conducting user studies with simulation and optimization of the entire human-computer interaction loop. This approach allows to better understand phenomena through explicit modeling, build virtual prototypes through simulation, and improve interaction techniques through optimization. Building predictive user models also supports the creation and validation of HCI theories, and constitutes a decisive step towards new, intelligent, and adaptive user interfaces. We report our experience in virtually developing new interaction techniques on the example of acoustic levitation, and present our optimization-based framework for HCI. With this, we strive to gain a better understanding of interaction and at the same time feed the discussion on questions such as which tools and tutorials are necessary to make virtual prototyping more accessible to different audiences.
机构、总结、中文摘要均由AI分析而来，可能存在错误，请以论文正文为准。
