A COMPUTATIONAL VISUAL ANALYSIS OF IMAGE DESIGN IN SOCIAL MEDIA CAR MODEL COMMUNITIES
Published: Jan 1, 2019
Abstract
While user-generated images represent important information sources in IS in general and in social media in particular, there is little research that analyzes image design and its effects on image popularity. We introduce an innovative computational approach to extract image design characteristics that includes convolutional neural network-based image classification, a dimensionality reduction via principal component analysis, manual measurement...
Paper Details
Title
A COMPUTATIONAL VISUAL ANALYSIS OF IMAGE DESIGN IN SOCIAL MEDIA CAR MODEL COMMUNITIES
Published Date
Jan 1, 2019
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