Offering Customer-oriented Products on the Internet using Model-based Preference Analysis

Decker R, Scholz S (2011)
Journal of Marketing Trends 1: 15-29.

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Abstract / Bemerkung
This paper presents a new model based on Poisson regression for analysing consumer preferences on the Internet. Our approach bears resemblance to conjoint analysis and delivers insights into the preference structures underlying the usage or non-usage of alternative product and service offerings. In contrast to conjoint analysis, the model uses Internet transaction data as it automatically results when a request is launched. In doing so, the model provides useful information with respect to potential improvements of the current range of products or services. The basic idea of our approach is demonstrated by means of usage data provided by a commercial web portal and online booking data provided by a well-known tour operator.
Stichworte
Analyse von Internetangeboten; Log-File-Daten; Neuproduktentwicklung; Poisson-Regression; Responsemodellierung
Erscheinungsjahr
2011
Zeitschriftentitel
Journal of Marketing Trends
Band
1
Seite(n)
15-29
ISSN
2114-8910
Page URI
https://pub.uni-bielefeld.de/record/2495217

Zitieren

Decker R, Scholz S. Offering Customer-oriented Products on the Internet using Model-based Preference Analysis. Journal of Marketing Trends. 2011;1:15-29.
Decker, R., & Scholz, S. (2011). Offering Customer-oriented Products on the Internet using Model-based Preference Analysis. Journal of Marketing Trends, 1, 15-29.
Decker, R., and Scholz, S. (2011). Offering Customer-oriented Products on the Internet using Model-based Preference Analysis. Journal of Marketing Trends 1, 15-29.
Decker, R., & Scholz, S., 2011. Offering Customer-oriented Products on the Internet using Model-based Preference Analysis. Journal of Marketing Trends, 1, p 15-29.
R. Decker and S. Scholz, “Offering Customer-oriented Products on the Internet using Model-based Preference Analysis”, Journal of Marketing Trends, vol. 1, 2011, pp. 15-29.
Decker, R., Scholz, S.: Offering Customer-oriented Products on the Internet using Model-based Preference Analysis. Journal of Marketing Trends. 1, 15-29 (2011).
Decker, Reinhold, and Scholz, Sören. “Offering Customer-oriented Products on the Internet using Model-based Preference Analysis”. Journal of Marketing Trends 1 (2011): 15-29.

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