JOURNAL ARTICLE

Market Basket Analysis using Apriori Algorithm in R Language

Nidhi Makarand KawaleSnehil Dahima

Year: 2018 Journal:   International Journal of Trend in Scientific Research and Development Vol: Volume-2 (Issue-4)Pages: 2628-2633   Publisher: Rekha Patel

Abstract

<p>Market Basket Analysis is a data processing technique that is used in the discovery of relations among various items. The main purpose of market basket analysis in retail is to provide information to the distributor to know the buying behaviour of a customer, which can help the distributor in creating the right selections. There are various algorithms available for performing market basket analysis. This paper discusses the data mining technique i.e. association rule mining which may be helpful to examine the customer purchasing behaviour and assists in increasing the sales. Results can provide a valuable reference for cross selling, up selling, devising promotions and placing the merchandise in the store to improve sales. Nidhi Makarand Kawale | Dr. Snehil Dahima "Market Basket Analysis using Apriori Algorithm in R Language" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-2 | Issue-4 , June 2018, URL: https://www.ijtsrd.com/papers/ijtsrd15677.pdf</p>

Keywords:
Apriori algorithm Affinity analysis Computer science A priori and a posteriori Algorithm Data mining Association rule learning

Metrics

5
Cited By
0.66
FWCI (Field Weighted Citation Impact)
2
Refs
0.79
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Customer churn and segmentation
Social Sciences →  Business, Management and Accounting →  Marketing

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