Visual sentiment analysis for review images with item-oriented and user-oriented CNN

Visual sentiment analysis for review images with item-oriented and user-oriented CNN

Online reviews are prevalent. When recounting their experience with a product, service, or venue, in addition to textual narration, a reviewer frequently includes images as photographic record. While textual sentiment analysis has been widely studied, in this paper we are interested in visual sentim...

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Bibliographic Details
Main Authors: TRUONG, Quoc Tuan, LAUW, Hady W.
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2017
Subjects:
review images
convolutional neural networks
visual sentiment analysis
Databases and Information Systems
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/3885
https://ink.library.smu.edu.sg/context/sis_research/article/4887/viewcontent/VisualSentimentAnalysisReviewImages_CNN_2017.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/3885
https://ink.library.smu.edu.sg/context/sis_research/article/4887/viewcontent/VisualSentimentAnalysisReviewImages_CNN_2017.pdf

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