Visual and Textual Sentiment Analysis of Brand-Related Social Media Pictures Using Deep Convolutional Neural Networks

Marina Paolanti; Carolin Kaiser; René Schallner; Emanuele Frontoni; Primo Zingaretti

doi:10.1007/978-3-319-68560-1_36

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Visual and Textual Sentiment Analysis of Brand-Related Social Media Pictures Using Deep Convolutional Neural Networks

Marina Paolanti Carolin Kaiser René Schallner Emanuele Frontoni Primo Zingaretti

Year: 2017 Lecture notes in computer science Pages: 402-413 Publisher: Springer Science+Business Media

DOI: 10.1007/978-3-319-68560-1_36

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Keywords:

Computer science Convolutional neural network Sentiment analysis Artificial intelligence Social media Classifier (UML) Contrast (vision) Deep learning Meaning (existential) Machine learning Natural language processing Deep neural networks World Wide Web Psychology

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Cited By

6.31

FWCI (Field Weighted Citation Impact)

Refs

0.98

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Sentiment Analysis and Opinion Mining

Physical Sciences → Computer Science → Artificial Intelligence

Advanced Text Analysis Techniques

Physical Sciences → Computer Science → Artificial Intelligence

Video Analysis and Summarization

Physical Sciences → Computer Science → Computer Vision and Pattern Recognition

Visual and Textual Sentiment Analysis of Brand-Related Social Media Pictures Using Deep Convolutional Neural Networks

Metrics

Citation History

Topics

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