我们可以通过使用内连接和子查询来解决此问题。以下是查询语句:
SELECT orders.customer_id, COUNT(*) AS similar_items_count FROM orders INNER JOIN ( SELECT order_id, product_id FROM order_items ) AS oi1 ON orders.order_id = oi1.order_id INNER JOIN ( SELECT order_id, product_id FROM order_items ) AS oi2 ON oi1.product_id = oi2.product_id WHERE orders.customer_id != @customer_id AND orders.order_date >= DATE_SUB(NOW(), INTERVAL 365 DAY) GROUP BY orders.customer_id ORDER BY similar_items_count DESC;
上面的查询将返回给定日期范围内与指定客户的购买行为最相似的其他客户。可以使用变量@customer_id替换指定的客户ID。