Method and system for researching sales effects of advertising using association analysis
First Claim
1. A computer-implemented method of processing market research data including sales data concerning items sold during retail sales transactions of a retailer and advertising/promotion data concerning said sold items, said method comprising the steps of:
- receiving said sales data;
receiving said advertising/promotion data;
enhancing said sales data by embedding elements of said advertising/promotion data in said sales data;
performing association analysis on said enhanced sales data to generate association rules and frequent itemsets that identify;
market baskets associated with said retail sales transactions; and
which of said items sold are associated with each of said market baskets; and
displaying and archiving said association rules and frequent itemsets.
2 Assignments
0 Petitions
Accused Products
Abstract
A method and system for data mining is disclosed in which advertising/promotional events (e.g., the fact that a promotion was taking place when the transaction was recorded) are factored into association analysis of the data. Sales data is integrated with advertising data and a plurality of taxonomies are employed to link the merchandise data with the advertising data. This enhances the data so that the advertising status (advertised or non-advertised) can be determined and this information can be used to track the impact of advertising on product dynamics in market baskets and on sales. Further, for those articles that are advertised, detailed information about the advertising used is also available and integrated into the analysis so that, for example, the effectiveness or lack of effectiveness of a particular advertisement can be determined.
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Citations
16 Claims
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1. A computer-implemented method of processing market research data including sales data concerning items sold during retail sales transactions of a retailer and advertising/promotion data concerning said sold items, said method comprising the steps of:
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receiving said sales data; receiving said advertising/promotion data; enhancing said sales data by embedding elements of said advertising/promotion data in said sales data; performing association analysis on said enhanced sales data to generate association rules and frequent itemsets that identify; market baskets associated with said retail sales transactions; and which of said items sold are associated with each of said market baskets; and displaying and archiving said association rules and frequent itemsets. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A computer-implemented method of analyzing data comprising plural data elements and presenting the analyzed data for use by a data analyst, comprising the steps of:
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acquiring analysis parameters according to which the data is to be analyzed; collecting data elements corresponding to said acquired analysis parameters; enhancing said collected data elements in accordance with said analysis parameters; performing association analysis on said enhanced data elements to generate enhanced association rules and frequent itemsets that identify; market baskets associated with said retail sales transactions; and which of said items sold are associated with each of said market baskets; and displaying and archiving said enhanced association rules and frequent itemsets. - View Dependent Claims (9, 10)
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11. A computer program product recorded on computer readable medium for analyzing data comprising plural data elements and presenting the analyzed data for use by a data analyst, comprising:
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computer readable means for acquiring analysis parameters according to which the data is to be analyzed; computer readable means for collecting data elements corresponding to said acquired analysis parameters; computer readable means for enhancing said collected data elements in accordance with said analysis parameters; computer readable means for performing association analysis on said enhanced data elements to generate enhanced association rules and frequent itemsets that identify; market baskets associated with said retail sales transactions; and which of said items sold are associated with each of said market baskets; and computer readable means for displaying and archiving said enhanced association rules and frequent itemsets. - View Dependent Claims (12, 13)
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14. A system of analyzing data comprising plural data elements and presenting the analyzed data for use by a data analyst, comprising:
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means for acquiring analysis parameters according to which the data is to be analyzed; means for collecting data elements corresponding to said acquired analysis parameters; means for enhancing said collected data elements in accordance with said analysis parameters; means for performing association analysis on said enhanced data elements to generate enhanced association rules and frequent itemsets; and means for displaying and archiving said enhanced association rules and frequent itemsets. - View Dependent Claims (15, 16)
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Specification