Study of Emotion Concept Formation by Integrating Vision, Physiology, and Word Information using Multilayered Multimodal Latent Dirichlet Allocation

arXiv:2404.08295v1 Announce Type: cross
Abstract: How are emotions formed? Through extensive debate and the promulgation of diverse theories , the theory of constructed emotion has become prevalent in recent research on emotions. According to this theory, an emotion concept refers to a category formed by interoceptive and exteroceptive information associated with a specific emotion. An emotion concept stores past experiences as knowledge and can predict unobserved information from acquired information. Therefore, in this study, we attempted to model the formation …

abstract arxiv become concept cs.ai cs.hc cs.lg cs.ro cs.sc diverse emotion emotions information multimodal physiology research study theory through type vision word