论文标题
期望与现实：混合定量可视化系统的评估失败
Expectation Versus Reality: The Failed Evaluation of a Mixed-Initiative Visualization System
论文作者
论文摘要
我们的研究旨在介绍混合量化系统的设计和评估，该系统有助于用户处理复杂的数据集和密集的可视化系统。我们试图通过两次在线研究的两项试验来证明这一系统，两次研究，衡量了这种混合定位系统对用户交互和系统可用性的影响。但是，由于接口设计中的缺陷以及我们对用户的期望，我们无法证明自适应系统对用户交互或系统可用性有影响。在本文中，我们讨论了我们从“失败”实验中发现的意外发现，并研究如何从失败中学习以改善进一步的研究。
Our research aimed to present the design and evaluation of a mixed-initiative system that aids the user in handling complex datasets and dense visualization systems. We attempted to demonstrate this system with two trials of an online between-groups, two-by-two study, measuring the effects of this mixed-initiative system on user interactions and system usability. However, due to flaws in the interface design and the expectations that we put on users, we were unable to show that the adaptive system had an impact on user interactions or system usability. In this paper, we discuss the unexpected findings that we found from our "failed" experiments and examine how we can learn from our failures to improve further research.
