Question

Discuss a specific situation where association rules are used, or could be used, in your organization or in one with which you are familiar. Which association rules are relevant to the organization and why?

Answer 1

Answer)

Association rules are mostly the if-then statement which would help in showing the probability for a specific relationship among the data items within that of being used for helping to discover the sales correlation with that of transactional data or that of the medical data sets.

There is association roles where the mining which would find it interesting association as well as the relationship with those of the large sets of the data items where the rule would define how the frequently made itemset would happen in the transaction. Example: The industry uses a Market-based analysis.

The algorithm is being used as an association rule which has AIS, SETM, Apriori, etc. AIS algorithm is being used for those which has a huge itemset which has transactions, candidate itemsets which would help in creating the extending the large itemsets which has transaction along with candidate itemsets which have been created with extending the large itemsets with that of the other items for specific transaction data.

Please comment if you need any other inputs.
Share a like if you find the answer helpful. This would help us learn and share our learning better.
Thank you.