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In-Depth Analysis of Multimodal Interaction: An Explorative Paradigm

机译:多模式交互的深入分析:一种探索范式

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Understanding the way people interact with multimodal systems is essential for their design and requires extensive empirical research. While approaches to design such systems have been explored from a technical perspective, the generic principles that drive the way users interact with them are largely unknown. Literature describes many findings, most of them specific to certain domains and sometimes even contradicting each other, and thus can hardly be generalized. In this article, we introduce an experimental setup that - despite being rather abstract - remains generic and allows in-depth exploration of various aspects with potential influence on users' way of interaction. We describe the gamified task of our setup and present different variations for empirical research targeting specific research questions. Applying the experimental paradigm offers the chance for new in-depth insights into the general principles and influencing factors of multimodal interaction, which could in turn be transferred to many real-world applications.
机译:了解人们与多模式系统交互的方式对于他们的设计至关重要,并且需要大量的经验研究。尽管已经从技术角度探讨了设计此类系统的方法,但驱动用户与之交互方式的通用原则却鲜为人知。文献描述了许多发现,其中大多数特定于某些领域,有时甚至彼此矛盾,因此很难一概而论。在本文中,我们介绍了一种实验性设置-尽管相当抽象-仍然是通用的,并允许深入探索各个方面,这些方面可能会对用户的交互方式产生影响。我们描述了设置的游戏化任务,并针对针对特定研究问题的实证研究提出了不同的变体。应用实验范式为新的深入见解提供了机会,可以深入了解多模式交互的一般原理和影响因素,进而可以将其转移到许多实际应用中。

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