Generating artificial association rules into existing shopping baskets

This workflows takes an existing set of shopping baskets. These baskets are provided via a basket ID + each of the product ID.
First, the support of apple, chips and gummi bears is increased, to get a sufficient support for our rule.
Next, the rule is inserted by increasing the confident of the rule. This is realized by inserting gummi bears into baskets where apple and chips are already found.
Finally the new rules are validated in the Association Rule Learner node.

External resources

• Paper about the data generation plugin
• Description of the modular data generation plugin