Data underlying the publication "Detecting Human Distraction in Manual Control"

This dataset contains measured time traces of a pursuit/preview tracking experiment performed with 10 participants in TU Delft's HMI-Lab simulator. In the experiment, participants were actively distracted from their primary control using the Surrogate Reference Task (SuRT) and these moments where participants looked away from the primary task were measured with an eye tracker. All signals relevant to the performed control task and the eye tracker data are included in the datafile, see attached README file. In the publication on this dataset, the data is used to train classification algorithms to detect the moments at which human controllers were distracted from their primary task from these measured time traces.

本数据集收录了10名参与者在代尔夫特理工大学（TU Delft）人机交互实验室（HMI-Lab）模拟平台中开展的追踪/预览跟踪实验的实测时序轨迹数据。实验过程中，研究人员通过替代参考任务（Surrogate Reference Task, SuRT）对参与者施加干扰，使其脱离核心操控任务，并通过眼动仪（eye tracker）记录下参与者视线偏离主任务的时刻。数据文件中包含了与本次操控任务相关的全部信号及眼动仪采集数据，详细说明请参阅附带的README文件。在针对本数据集的相关研究中，研究人员利用上述实测时序轨迹数据训练分类算法，以识别人类操控者脱离主任务的分心时刻。