Article ID Journal Published Year Pages File Type
10322781 Expert Systems with Applications 2011 9 Pages PDF
Abstract
► We develop a demand-factor model to explore the structure of demand during promotions. ► Through structural equation modelling we uncover the causal relationships between different factors and sales volume. ► We test the model using data of a leading soft drink manufacturer in the UK. ► Promotional features and seasonality appear to have a strong impact on sales, unlike special days. ► Our approach is flexible and helps in the planning and execution of promotional deals.
Related Topics
Physical Sciences and Engineering Computer Science Artificial Intelligence
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