GERARD J. TELLIS - Hacienda Heights CA, US SESHADRI TIRUNILLAI - Los Angeles CA, US
Assignee:
UNIVERSITY OF SOUTHERN CALIFORNIA - Los Angeles CA
International Classification:
G06Q 30/02
US Classification:
705 729
Abstract:
The quality of a product may be an important driver of consumer satisfaction, competition, and long-term brand success. Identifying the right dimensions of product quality may be central to devising segmentation and positioning strategies, rankings brands, creating advertising content, improving current products, or designing new products. User-generated content, such as product reviews, may identify quality. Data in product reviews is analyzed across fifteen firms in five markets over four years to extract the dimensions of experienced quality using Latent Dirichlet Allocation. The face, external, and predictive validity of these dimensions is explored. Results suggest that a few dimensions may be enough to capture experienced quality, have good correspondence to other metrics of quality, and serve as reasonably good predictors of earnings and stock market returns. Dynamic analysis may enable tracking the importance of dimensions and of competitive brand positions on those dimensions over time.
Disclosed is a preference evaluation method including detecting and analyzing, by an evaluation server, posted contents uploaded to a social network service (SNS) site through a communication device, and big data built in a database server of an Internet site, and creating, by the evaluation server, preference evaluation result data and an evaluation result map, based on the detecting and analyzing results; and downloading, by an user device, the preference evaluation result data and the evaluation result map from the evaluation server, through an Internet network, such that a user of the user device checks the preference evaluation result data and the evaluation result map on a display of the user device.
Usc Marshall School of Business 2000 - 2014
Neely Chair of American Enterprise
University of Southern California 1989 - 2014
Director of the Center For Global Innovation
Usc Marshall School of Business 1989 - 2014
Professor
1989 - 2014
Xlri Jamshedpur
Education:
Xlri Jamshedpur
University of Southern California
University of Michigan, Ann Arbor Usa
Doctorates, Doctor of Philosophy, Business
Skills:
Advertising Market Entry Product Innovation Global Strategy Marketing Research Consumer Behaviour Marketing Strategy Strategy Market Research Statistics Spss Quantitative Research Customer Insight Analytics Qualitative Research Research Entrepreneurship Competitive Analysis Data Analysis Quantitative Analytics Business Innovation Statistical Modeling Enterprise Risk Management Economics Competition University Teaching