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Multimodal Turn-Taking: Motivations, Methodological Challenges, and Novel Approaches
IEEE Transactions on Cognitive and Developmental Systems ( IF 5 ) Pub Date : 2020-06-01 , DOI: 10.1109/tcds.2019.2892991
Katharina J. Rohlfing , Giuseppe Leonardi , Iris Nomikou , Joanna Raczaszek-Leonardi , Eyke Hullermeier

In this paper, we note that despite being a multimodal phenomenon, turn-taking has still been investigated mostly as being unimodal. Based on theoretical positions emphasizing that communication is organized jointly by interaction partners, we identify the challenge of assessing human sequential behavior: 1) spread across different modalities and 2) co-constructed with a partner. By analyzing a corpus of mother-child dyads with cross recurrence quantification analysis and frequent pattern mining, we offer novel steps toward understanding multimodal turn-taking.

中文翻译:

多模式轮流:动机、方法论挑战和新方法

在本文中,我们注意到尽管是一种多模态现象,但转向仍然主要被研究为单模态。基于强调交流是由互动合作伙伴共同组织的理论立场,我们确定了评估人类连续行为的挑战:1)跨不同模式传播和 2)与合作伙伴共同构建。通过使用交叉递归量化分析和频繁模式挖掘分析母子二元语料库,我们为理解多模态转向提供了新的步骤。
更新日期:2020-06-01
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