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Association rules in general show correlations among product items, e.g. the likelihood to buy battery and milk powder together. In practice, we look for causality,
Association rules in general show correlations among product items, e.g. the likelihood to buy battery and milk powder together. In practice, we look for causality, for example, if a customer buys Book A, what is the likelihood for this customer to buy Book B? If we use a transaction data, we don't know if it is correlation or a causality. Please give an actionable solution for a merchant to assess the causality for an event, such as those customers who have read Book A, they are likely interested in Book B and they will buy it. Note: We focus on transactional data. You are not expected to ask the merchant to send a survey or do some interviews with customers. Word limit: 100 words.f
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