An image-text consistency driven multimodal sentiment analysis approach for social media

作者：

Highlights：

• We propose an image-text consistency measure for image-text posts.

• We develop a multimodal sentiment analysis approach for image-text posts.

• The proposed approach achieves superior performance in Flickr benchmark dataset.

摘要

•We propose an image-text consistency measure for image-text posts.•We develop a multimodal sentiment analysis approach for image-text posts.•The proposed approach achieves superior performance in Flickr benchmark dataset.

论文关键词：Multimodal sentiment analysis,Textual sentiment,Visual sentiment,Social media

论文评审过程：Received 8 May 2019, Revised 9 July 2019, Accepted 4 August 2019, Available online 12 August 2019, Version of Record 12 August 2019.

论文官网地址：https://doi.org/10.1016/j.ipm.2019.102097