Multi-Modal Sentiment Analysis

Hua Xu is a leading expert on Intelligent Natural Interaction and Service Robots. He is currently a tenured associate professor at Tsinghua University, Editor-in-Chief of Intelligent Systems with Applications and Associate Editor of Expert Systems with Application. Prof. Xu has authored the books “Data Mining: Methodology and Applications” (2014), “Data Mining: Methods and Applications-Application Cases” (2017), “Evolutionary Machine Learning” (2021), “Data Mining: Methodology and Applications” (2nd edition) (2022), “Natural Interaction for Tri-Co Robots (1) Human-machine Dialogue Intention Understanding” (2022) and “Natural Interaction for Tri-Co Robots (2) Sentiment Analysis of Multimodal Interaction Information” (2023), and published more than 140 papers in top-tier international journals and conferences. He is core expert of the No. 3 National Science and Technology Major Project of the Ministry of Industry and Information Technology of China, Senior Memberof CCF, member of CAAI and ACM, Vice Chairman of Tsinghua Collaborative Innovation Alliance of Robotics and Industry, and recipient of numerous awards, including the Second Prize of National Award for Progress in Science and Technology,  First Prize for Technological Invention of CFLP, and First Prize for Science and Technology Progress of CFLP.

• Chapter 1. Overview.- Chapter 2. Multimodal Sentiment Analysis Data sets and Preprocessing.- Chapter 3. Early Unimodal Sentiment Analysis of Comment Text based on Traditional Machine Learning.- Chapter 4. Unimodal Sentiment Analysis.- Chapter 5. Cross-Modal Sentiment Analysis.- Chapter 6. Multimodal Sentiment Analysis.- Chapter 7. Multimodal Sentiment Analysis Platform and Application.- Appendix.