RJ Nowling created BIGTOP-1538:
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Summary: Add customer clustering example to BPS Spark
Key: BIGTOP-1538
URL: https://issues.apache.org/jira/browse/BIGTOP-1538
Project: Bigtop
Issue Type: Improvement
Components: blueprints
Reporter: RJ Nowling
We should add an example for how to cluster customers based on purchasing
habits.
Possible approaches for generating vectors:
1. Calculate probabilities of purchasing same item, brands, flavors, and
quantities repeatedly and cluster vector of probabilities. (Customer
transactions need to be sorted by date / time first)
2. For each customer, create vector of normalized purchase counts for each
product.
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