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Answer :
To build a Smart Basket for a customer, follow these steps: collect purchase history data, identify product relationships, rank products based on frequency and associations, create a personalized basket, and continuously update it.
To build a Smart Basket for a customer, you would need to follow these steps:
1. Collect data: Gather the purchase history of the customer, including the products they buy and the frequency of their purchases.
2. Identify product relationships: Analyze the data to find patterns of products appearing together in different baskets. This can be done using techniques like market basket analysis, which identifies associations between items frequently purchased together.
3. Rank products: Rank the products based on the frequency of their appearance in the customer's baskets, and the strength of their associations with other products.
4. Create the Smart Basket: Generate a personalized basket for the customer, including the highest-ranking products and their associated items. This ensures that the customer's preferred items, as well as items that are commonly purchased together, are included in the Smart Basket.
5. Continuously update: Regularly update the Smart Basket based on the customer's ongoing purchase data to keep it relevant and accurate.
By following these steps, you can create a Smart Basket for a customer, which ranks products based on what they keep buying and how products appear together in different baskets. This approach helps in enhancing the customer's shopping experience and potentially increasing customer loyalty.
To learn more about data analytics visit : https://brainly.com/question/30156066
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