Title | The impact of photo aesthetics on online consumer shopping behavior: An image-processing-enabled empirical study |
Creator | |
Date Issued | 2016 |
Conference Name | 2016 International Conference on Information Systems, ICIS 2016 |
Source Publication | 2016 International Conference on Information Systems, ICIS 2016
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ISBN | 9780996683135 |
Issue | 127464 |
Conference Date | Dublin |
Conference Place | December 11-14, 2016 |
Abstract | Determinants of consumer’s shopping behavior are of long-term interest to researchers. Since product photos directly aid consumers’ understanding of products, retailers often put a lot of effort into polishing them. However, there is limited research on the impact of product photos on shopping behavior. This research takes advantage of image-processing techniques to study product photos’ impact. These techniques allow us to investigate a large set of photo characteristics simultaneously in an empirical study. To rule out possible confounding factors, we use a real company dataset from a social shopping Website, which has a simple interface allowing consumers to judge products mainly based on their photos. We employ two-stage nested logit model embedded with differences-in-differences approach and examine product photo characteristics from the aspects of color, composition, complexity, and model face. We found that consumers prefer to click product photos with a warmer color, a larger key object, appropriate complexity. |
Keyword | big data Image-processing nested logit model visual aesthetics |
URL | View source |
Language | 英语English |
Scopus ID | 2-s2.0-85019464912 |
Citation statistics | |
Document Type | Conference paper |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/10337 |
Collection | Research outside affiliated institution |
Affiliation | 1.City University of Hong Kong,Hong Kong,Tat Chee Avenue,Hong Kong 2.The University of Hong Kong Pokfulam,Hong Kong,Hong Kong |
Recommended Citation GB/T 7714 | Wang, Mengyue,Li, Xin,Chau, Patrick Y. K. The impact of photo aesthetics on online consumer shopping behavior: An image-processing-enabled empirical study[C], 2016. |
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