Discovery of hidden patterns in dialogues-Dynamical similarity approach

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In this research, we examined the transition of acts in dialogues that reflects styles of speakers as the dynamic feature for contrasting dialogues of variety of topics. To explore multimodal patterns that are common among speakers, we focused on the head moving especially head nodding for the analysis. As the result, we found that head movement patterns are associated with the change in counseling stages.