CogniKit: An Extensible Tool for Human Cognitive Modeling based on Eye Gaze Analysis
IUI '20: 25th International Conference on Intelligent User Interfaces Cagliari Italy March, 2020(2020)
摘要
This paper presents CogniKit; an extensible tool for human cognitive modeling. It is based on the analysis, classification and visualization of eye tracking data such as gaze points, fixation count and duration, saccades, gaze transition and stationary entropy, heat maps, areas of interests, etc. These are further processed, analyzed and classified for detecting higher level human cognitive factors such as cognitive processing styles and abilities. CogniKit comprises of two main components: i) a software application that collects and processes low- and highlevel eye gaze data metrics in real-time; and ii) an extensible interactive workbench for storing, analyzing, classifying and visualizing the collected eye gaze data. We developed an example application to demonstrate the use of CogniKit within a practical scenario.
更多查看译文
关键词
Human Cognitive Differences, Eye Gaze Analysis, Classification, Visualization
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络