Constructing Brand Perceptual Maps from Consumer Reviews of Online Shops Using Machine Learning, M.Sc. Thesis Sharif University of Technology ; Najmi, Manoochehr (Supervisor)
Abstract
Brand perceptual map is a practical tool for visualizing the position of a brand and its competitors in the mind of customers. In traditional ways of building a brand perceptual map, the researcher identifies important aspects of the product and designs a questionnaire to measure the scores of different brands to gather the required information from users. With the increasing development of online shopping, users have been voluntarily registering their reviews in online shops, in a free and unstructured manner, and have created valuable data sources in these online stores. Due to the large size of registered reviews, processing them requires the use of automated methods in computers. In...
Cataloging briefConstructing Brand Perceptual Maps from Consumer Reviews of Online Shops Using Machine Learning, M.Sc. Thesis Sharif University of Technology ; Najmi, Manoochehr (Supervisor)
Abstract
Brand perceptual map is a practical tool for visualizing the position of a brand and its competitors in the mind of customers. In traditional ways of building a brand perceptual map, the researcher identifies important aspects of the product and designs a questionnaire to measure the scores of different brands to gather the required information from users. With the increasing development of online shopping, users have been voluntarily registering their reviews in online shops, in a free and unstructured manner, and have created valuable data sources in these online stores. Due to the large size of registered reviews, processing them requires the use of automated methods in computers. In...
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