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https://issues.apache.org/jira/browse/BIGTOP-1538?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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jay vyas updated BIGTOP-1538:
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Assignee: RJ Nowling
> 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
> Assignee: 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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