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Cosmoroe: A Cross-media Relations Framework For Modelling Multimedia Dialectics

机译:Cosmoroe:建模多媒体辩证法的跨媒体关系框架

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摘要

Though everyday interaction is predominantly multimodal, a purpose-developed framework for describing the semantic interplay between verbal and non-verbal communication is still lacking. This lack not only indicates one's poor understanding of multimodal human behaviour, but also weakens any attempt to model such behaviour computationally. In this article, we present COSMOROE, a corpus-based framework for describing semantic interrelations between images, language and body movements. We argue that in viewing such relations from a message-formation perspective rather than a communicative goal one, one may develop a framework with descriptive power and computational applicability. We test COSMOROE for compliance to these criteria, by using it for annotating a corpus of TV travel programmes; we present all particulars of the annotation process and conclude with a discussion on the usability and scope of such annotated corpora.
机译:尽管日常交互主要是多模式的,但仍缺乏一个专门开发的框架来描述语言和非语言交流之间的语义相互作用。这种缺乏不仅表明人们对多模式人类行为的了解不足,而且削弱了任何通过计算来建模此类行为的尝试。在本文中,我们介绍了COSMOROE,这是一个基于语料库的框架,用于描述图像,语言和身体运动之间的语义相互关系。我们认为,从消息形成的角度而不是从沟通目标的角度来看这种关系,人们可能会开发一种具有描述能力和计算适用性的框架。我们通过使用COSMOROE注释电视旅行节目的语料库来测试它们是否符合这些标准;我们介绍了注释过程的所有细节,并以此类注释的语料库的可用性和范围进行了讨论。

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