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Liechtenstein Information Systems Seminar: One Picture Is Worth a Thousand Words? Informativeness of Images in Electronic Commerce

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Seminar

Referent

Prof. Dr. Stefan Feuerriegel

Termin

Thursday, November 10th 2016, 10.45 - 11.45
University of Liechtenstein, S4

Inhalt

Dr. Stefan Feuerriegel
University of Freiburg, Germany

Abstract
Product descriptions in electronic commerce offer both visual and textual descriptions such that potential customers can identify products of interest. Out work contributes by comparing the informativeness of textual elaborations and images. Our findings stem from a comprehensive dataset of more than 36,000 real estate listings in order to investigate the relationship with rental prices. For this purpose, we trained a deep neural network that can accurately infer the visual appearance of images. The resulting image sentiment helps to explain the variance of rental prices. The standardized coefficient of image sentiment is considerably higher than that of the textual description. Hence, images capture information beyond narrative explanations and encode valuable information for the decision-making of customers. As a direct implication, our work helps individuals, marketing professionals and practitioners in the field of e-commerce (or recommender systems) to optimize the presentation of their products and services.

The participation is free of charge.

Information

Dr. Markus Weinmann

 

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