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Market Basket Analysis for a Supermarket based on Frequent Itemset Mining
| Content Provider | Open Access Library (OALib) |
|---|---|
| Author | Loraine Charlet Annie M. C. D. Ashok Kumar |
| Abstract | Market basket analysis is an important component of analytical system in retail organizations to determine the placement of goods, designing sales promotions for different segments of customers to improve customer satisfaction and hence the profit of the supermarket. These issues for a leading supermarket are addressed here using frequent itemset mining. The frequent itemsets are mined from the market basket database using the efficient K-Apriori algorithm and then the association rules are generated. |
| ISSN | 16940784 |
| Journal | International Journal of Computer Science Issues |
| Publisher | IJCSI Press |
| Publisher Date | 2012-01-01 |
| Access Restriction | Open |
| Subject Keyword | Market Basket Analysis. IJCSI Association Rules Frequent Itemsets K-Apriori |
| Content Type | Text |
| Resource Type | Article |