Cross Modal Sentiment Analysis of Image Text Fusion Based on Bi LSTM and B-CNN

• Published in: Informatica (Ljubljana) Vol. 48; no. 21; pp. 95 - 111
• Main Authors: Fang, Yuan, Wang, Yi
• Format: Journal Article
• Language: English
• Published: Ljubljana Slovenian Society Informatika / Slovensko drustvo Informatika 01.12.2024
• Subjects: Accuracy; Algorithms; Artificial neural networks; Classification; Data analysis; Deep learning; Emotions; Experiments; Internet; Methods; Neural networks; Recognition; Sentiment analysis; China

Due to the different modalities of data such as images and text, the difficulty of sentiment analysis increases. To achieve cross-modal sentiment analysis, the study firstly designs a cross-modal sentiment analysis method based on bi-directional long and short-term memory networks and bi-linear conv...