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Integrating Eye Movement and Haptic Interaction Data for Comparing Multimedia Interfaces

机译：整合眼动和触觉交互数据以比较多媒体接口

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摘要

With the development of novel multimedia interfaces, new approaches are needed to analyze the process of interaction with such interfaces and to evaluate them at a fine grain of detail. Eye tracking is a technology that can provide detailed data on the allocation and shifts of users' visual attention across Graphical User Interfaces of interactive systems. However, integrating, analyzing and visualizing multimodal data on user interactions remain difficult tasks. In this paper we report on steps toward developing a suite of software tools to facilitate these tasks. In particular, the design of an Eye Tracking Analysis System that generates an integrated gaze and action visualization from eye movement data and interaction logs is discussed. This new visualization allows an experimenter to see the visual attention shifts of users interleaved with their actions on each screen of a multi-screen multimedia interface. To demonstrate the utility of our approach, an experiment on comparing two interfaces - a traditional keyboard and mouse interface and a speech-controlled interface - to an educational multimedia system is described. We also present several design heuristics derived from this experiment for voice-enabling interactive multimedia interfaces.
机译：随着新颖的多媒体接口的发展，需要新的方法来分析与此类接口的交互过程并对其进行详尽的评估。眼动追踪是一项可以在交互式系统的图形用户界面上提供有关用户视觉注意力的分配和转移的详细数据的技术。但是，集成，分析和可视化有关用户交互的多模式数据仍然是艰巨的任务。在本文中，我们报告了开发一套软件工具以促进这些任务的步骤。特别是，讨论了一种眼动分析系统的设计，该系统可以从眼动数据和交互日志中生成集成的注视和动作可视化。这种新的可视化功能使实验者可以在多屏幕多媒体界面的每个屏幕上看到与他们的操作交错的用户的视觉注意力转移。为了演示我们方法的实用性，描述了将两个接口（传统的键盘和鼠标接口以及语音控制的接口）与教育多媒体系统进行比较的实验。我们还介绍了从该实验中获得的几种设计启发式方法，用于启用语音的交互式多媒体接口。

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