An overview of Multimodal Sentiment Analysis research: Opportunities and Difficulties

Intelligent Method of Knowledge Extraction Based on Sentiment Analysis

“…Анализ тональности как направление интеллектуального анализа данных [7][8][9][10] развивался в течение многих лет, при этом использовались различные методики на основе словарей и машинного обучения. С появлением методов глубокого обучения [11][12][13] предшествующая информация также сыграла большую роль в адекватном выражении полярности мнений.…”

Urdu Sentiment Analysis via Multimodal Data Mining Based on Deep Learning Algorithms

“…They concluded that while MSA has a lot of work in the English language, it nevertheless lagged in other languages. Ullah et al [33] conducted a similar comparative analysis of recently presented MSA approaches. Portes et al [34] introduced the 3D Residual Network in Embedded Systems MSA technique.…”

I Know How You Are Feeling Now: A Multimodal Approach to Emotion Detection Using Transfer Learning

“…Understanding of these emotions can only be done by observing Multimodal Data. Multimodal [11]data Include data collected from Audio, video, Text, Biomarkers, Brain Signals, Body gestures, Voice, Eye contact, Interpersonal distance(space) and many more. Thus true identification of human emotions is possible only through the study of Multimodal data.…”