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.
Towards Multimodal Sentiment Analysis Inspired by the Quantum Theoretical Framework
Qiuchi Li;Alessandro Stefani;Giovanni Toto;Emanuele Di Buccio;Massimo Melucci
2020
Abstract
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.
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