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Analyzing Airline Customer Frequency Programs

blog.jimnovo.com·@HashtagPLUS·about 1 month ago
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Jim answers questions from fellow Drillers (More questions with answers here , Work Overview here , Index of concepts here ) Topic Overview Hi again folks, Jim Novo here. Recency and the RFM model are both very powerful predictive models of customer behavior, But they’re not always the BEST models to use, because the nature of some business activities do not create the kinds of behavior these models are good at predicting. For example, any business – or segment of the business – that is likely to have a rhythmic repeating behavior (event occurs every week, or every month, or every summer, or every Christmas, etc.) will not benefit much from Recency analysis. But it is ideal for Latency analysis – when to expect an event, did it happen or not? Great example of both ideas in a single business would be the airline business – you have random flyers, and you have frequent flyers. Use Recency for random flyers, Latency for frequents. You dig? Great, let’s Drill it !…

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