Web: http://arxiv.org/abs/2204.11515

June 16, 2022, 1:13 a.m. | Ge Wang, Li Tan, Ziliang Shang, He Liu

cs.CV updates on arXiv.org arxiv.org

In recent years, rumors have had a devastating impact on society, making
rumor detection a significant challenge. However, the studies on rumor
detection ignore the intense emotions of images in the rumor content. This
paper verifies that the image emotion improves the rumor detection efficiency.
A Multimodal Dual Emotion feature in rumor detection, which consists of visual
and textual emotions, is proposed. To the best of our knowledge, this is the
first study which uses visual emotion in rumor detection. …

arxiv detection emotion fusion multimodal

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