A Roadmap for Multilingual, Multimodal Domain Independent Deception Detection

arXiv:2405.03920v1 Announce Type: new
Abstract: Deception, a prevalent aspect of human communication, has undergone a significant transformation in the digital age. With the globalization of online interactions, individuals are communicating in multiple languages and mixing languages on social media, with varied data becoming available in each language and dialect. At the same time, the techniques for detecting deception are similar across the board. Recent studies have shown the possibility of the existence of universal linguistic cues to deception across domains …

abstract age arxiv communication cs.ai cs.cl cs.mm data deception detection digital digital age domain globalization human independent interactions language languages media multilingual multimodal multiple roadmap social social media transformation type