期望与现实：混合主动可视化系统的失败评估
Expectation Versus Reality: The Failed Evaluation of a Mixed-Initiative Visualization System
摘要：
我们的研究旨在提出一个混合主动系统的设计和评估，帮助用户处理复杂的数据集和密集的可视化系统。我们试图证明这个系统的两个试验的在线组间，两个两个的研究，测量这种混合的主动系统对用户交互和系统可用性的影响。然而，由于界面设计的缺陷和我们对用户的期望，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”的实验中发现的意外发现，并研究了我们如何从失败中学习以改进进一步的研究。
英文摘要：
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.
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。
