不同视角的空间思维:用眼动追踪解开自上而下和自下而上的过程

B. Fehringer
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引用次数: 5

摘要

摘要本研究的目的是探讨注视模式在测试过程中反映认知加工步骤的潜力。然而,凝视运动可以反映自上而下和自下而上的过程。自顶向下过程是解决某一测试项目所必需的认知加工步骤。相反,自底向上过程可能由与项目解决方案无关的不同视觉特征引起。为了理清空间思维背景下自上而下和自下而上的过程,我们开发了一个新的测试(R-Cube-Vis测试),并在三个研究中明确验证了眼动追踪的使用,分为长版本和短版本。R-Cube-Vis测试测量可视化,符合线性逻辑测试模型,具有六个难度等级。同一级别的所有项目都需要相同的转换步骤来解决一个项目。然后利用R-Cube-Vis测试来研究基于注视的不同指标,以确定自上而下和自下而上的过程。其中一些指标还能预测单个问题答案的正确性。如果可以将自上而下和自下而上的过程分离开来,那么与凝视相关的测量方法很有可能揭示在解决给定难度级别的项目时的认知处理步骤。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Spatial thinking from a different view: Disentangling top-down and bottom-up processes using eye tracking
Abstract The goal of the present study was to investigate the potential of gaze fixation patterns to reflect cognitive processing steps during test performance. Gaze movements, however, can reflect top-down and bottom-up processes. Top-down processes are the cognitive processing steps that are necessary to solve a certain test item. In contrast, bottom-up processes may be provoked by varying visual features that are not related to the item solution. To disentangle top-down and bottom-up processes in the context of spatial thinking, a new test (R-Cube-Vis Test) was developed and validated explicitly for the usage of eye tracking in three studies as long and short version. The R-Cube-Vis Test measures visualization and is conform to the linear logistic test model with six difficulty levels. All items of one level demand the same transformation steps to solve an item. The R-Cube-Vis Test was then utilized to investigate different gaze-fixation-based indicators to identify top-down and bottom-up processes. Some of the indicators were also able to predict the correctness of the answer of a single item. Gaze-related measures have a high potential to reveal cognitive processing steps during solving an item of a given difficulty level, if top-down and bottom-up processes can be segregated.
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