System and Method for Apparel Size Suggestion Based on Sales Transaction Data Analysis
A system and method for apparel size suggestion based on sales transaction data analysis are presented. Historical sales data for a consumer is stored in a repository of a data management system, the historical sales data representing a purchase history and comprising size data for ordered items and size data for returned items. A body profile for the consumer is generated based on the size data for ordered items and the size data for returned items, the body profile including size data for one or more selected items, the one or more selected items being selected by the data management system based on the purchase history of the historical sales data for the consumer. An order from the consumer is received for an ordered item, and if the ordered item matches one of the one or more selected items, a recommended size is generated for the ordered item based on the body profile and historical sales data.
1 . A method comprising:
storing historical sales data for a consumer in a repository of a data management system, the historical sales data representing a purchase history and comprising size data for ordered items and size data for returned items;
generating a body profile for the consumer based on the size data for ordered items and the size data for returned items, the body profile including size data for one or more selected items, the one or more selected items being selected by the data management system based on the purchase history of the historical sales data for the consumer;
receiving, from a point-of-sale computing system by the data management system, an order from the consumer for an ordered item; and
if the ordered item matches one of the one or more selected items, generating a recommended size for the ordered item based on the body profile and historical sales data.
2 . The method in accordance with claim 1 , further comprising transmitting, by the data management system to the point-of-sale computing system, the recommended size associated with the offer.
3 . The method in accordance with claim 1 , wherein the historical sales data includes size data for items that have not been returned by the customer.
4 . The method in accordance with claim 1 , wherein the body profile includes personal information of the consumer, the personal information including at least one of height, weight, gender, or body measurements.
5 . The method in accordance with claim 4 , wherein the body profile includes personal information of a set of consumers, each consumer in the set of consumers having an associated body profile within a range of body profiles.
6 . The method in accordance with claim 5 , further comprising comparing the body profile for the consumer with the body profile of each consumer in the set of consumers to generate the recommended size for the ordered item.
7 . A non-transitory computer program product storing instructions that, when executed by at least one programmable processor, cause the at least one programmable processor to perform operations comprising:
store historical sales data for a consumer in a repository, the historical sales data representing a purchase history and comprising size data for ordered items and size data for returned items;
generate a body profile for the consumer based on the size data for ordered items and the size data for returned items, the body profile including size data for one or more selected items, the one or more selected items being selected by the data management system based on the purchase history of the historical sales data for the consumer;
receive, from a point-of-sale computing system, an order from the consumer for an ordered item; and
if the ordered item matches one of the one or more selected items, generate a recommended size for the ordered item based on the body profile and historical sales data.
8 . The computer program product in accordance with claim 7 , wherein the operations further comprise an operation to transmit, by the data management system to the point-of-sale computing system, the recommended size associated with the offer.
9 . The computer program product in accordance with claim 7 , wherein the historical sales data includes size data for items that have not been returned by the customer.
10 . The computer program product in accordance with claim 7 , wherein the body profile includes personal information of the consumer, the personal information including at least one of height, weight, gender, or body measurements.
11 . The computer program product in accordance with claim 10 , wherein the body profile includes personal information of a set of consumers, each consumer in the set of consumers having an associated body profile within a range of body profiles.
12 . The computer program product in accordance with claim 11 , further comprising comparing the body profile for the consumer with the body profile of each consumer in the set of consumers to generate the recommended size for the ordered item.
13 . A system comprising:
at least one programmable processor; and
a machine-readable medium storing instructions that, when executed by the at least one processor, cause the at least one programmable processor to perform operations comprising:
store historical sales data for a consumer in a repository, the historical sales data representing a purchase history and comprising size data for ordered items and size data for returned items;
generate a body profile for the consumer based on the size data for ordered items and the size data for returned items, the body profile including size data for one or more selected items, the one or more selected items being selected by the data management system based on the purchase history of the historical sales data for the consumer;
receive, from a point-of-sale computing system, an order from the consumer for an ordered item; and
if the ordered item matches one of the one or more selected items, generate a recommended size for the ordered item based on the body profile and historical sales data.
14 . The system in accordance with claim 13 , wherein the operations further comprise an operation to transmit, by the data management system to the point-of-sale computing system, the recommended size associated with the offer.
15 . The system in accordance with claim 13 , wherein the historical sales data includes size data for items that have not been returned by the customer.
16 . The system in accordance with claim 13 , wherein the body profile includes personal information of the consumer, the personal information including at least one of height, weight, gender, or body measurements.
17 . The system in accordance with claim 16 , wherein the body profile includes personal information of a set of consumers, each consumer in the set of consumers having an associated body profile within a range of body profiles.
18 . The system in accordance with claim 17 , further comprising comparing the body profile for the consumer with the body profile of each consumer in the set of consumers to generate the recommended size for the ordered item.