Clustering And Optimization Models For Commercial Decisions: A Case Study Based On Membership Card Generation In A Hypermarket

Chen, Xiaojun; Bhattrai, Premlal; Chen, Xiaojun; Bhattrai, Premlal

ISBN 10: 384653773X / ISBN 13: 9783846537732

Editore: Lap Lambert Academic Publishing, 2011

100 pages. 8.66x5.91x0.23 inches. In Stock. Codice articolo 384653773X

Riassunto:

Data mining as a technique is used to find interesting and valuable knowledge from huge amount of stored data within databases or data warehouses. It encompasses classification, clustering, association rule learning, etc., whose goal is to improve commercial decisions and behaviors in organizations. In this project, we built clustering and optimization models as a two-step sequential method. In the first step, the clustering model was used to segment customers into different clusters. While in the second step, our optimization model was utilized to produce different types of membership cards. Conclusively, this research provides a basis for customer segmentation and membership card generation in a hypermarket by way of data mining and optimization techniques. Through our research, fuzzy clustering method can be suitably used for customer segmentation in a real world application and optimization model can be appropriately used for membership card generation.

L'autore: The author holds a Master degree of Computer Science in Blekinge Institute of Technology, Sweden. He is dedicated to researching Data Mining, Decision Support, Optimization and Software Architecture. Furthermore, Xiaojun Chen was engaged in the project development and design in these fields.

Dati bibliografici

Titolo: Clustering And Optimization Models For ...
Casa editrice: Lap Lambert Academic Publishing
Data di pubblicazione: 2011
Legatura: Paperback
Condizione: Brand New