一种支持地震解释的眼注视模型

Vagner Figuerêdo de Santana, J. Ferreira, R. Paula, Renato Cerqueira
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引用次数: 5

摘要

尽管该领域的研究取得了多年的进展,但设计系统在正确的时间为专家在认知密集型任务中提供支持仍然是一项具有挑战性的努力。本文提出了一种基于眼动追踪经验数据的注视模型,用于识别系统在视觉检测任务中何时应该主动与专家进行交互。凝视模型来源于对一项用户研究的分析,该研究要求11名地震解释人员对已知和未知盆地的地震图像执行视觉检查任务。眼动追踪固定模式与瞳孔扩张和大声思考数据进行三角测量。结果表明,累积的跳变距离允许识别何时可以提供额外的信息来支持地震解释,将视觉搜索行为从探索性转变为目标导向。
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An eye gaze model for seismic interpretation support
Designing systems to offer support to experts during cognitive intensive tasks at the right time is still a challenging endeavor, despite years of research progress in the area. This paper proposes a gaze model based on eye tracking empirical data to identify when a system should proactively interact with the expert during visual inspection tasks. The gaze model derives from the analyses of a user study where 11 seismic interpreters were asked to perform the visual inspection task of seismic images from known and unknown basins. The eye tracking fixation patterns were triangulated with pupil dilations and thinking-aloud data. Results show that cumulative saccadic distances allow identifying when additional information could be offered to support seismic interpreters, changing the visual search behavior from exploratory to goal-directed.
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