Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media

no code implementations • 18 May 2021 • Fatma S. Abousaleh, Wen-Huang Cheng, Neng-Hao Yu, Yu Tsao

In this study, motivated by multimodal learning, which uses information from various modalities, and the current success of convolutional neural networks (CNNs) in various fields, we propose a deep learning model, called visual-social convolutional neural network (VSCNN), which predicts the popularity of a posted image by incorporating various types of visual and social features into a unified network model.

Image popularity prediction Multimodal Deep Learning