Towards Multimodal Sentiment Analysis Inspired by the Quantum Theoretical Framework
Qiuchi Li, Alessandro Stefani, Giovanni Toto, Emanuele Di Buccio, Massimo Melucci · 2020
In this paper, we report on a quantum theoretical frame-work that constructs a multimodal representation for the input video sequence and infers the users' sentiments regarding a textual query-based topic. Furthermore, we report on the experimental results of the use of our quantum theoretical framework also in comparison with the state-of-the-art methods. Finally, we describe the design and the implementation of a prototype which incorporates the proposed methods.