Optimasi Alokasi Produk pada Ruang Rak Displai Gerai Minimarket Berdasarkan Harga Produk Menggunakan Multilevel Association Rules

Mirna Lusiani


Optimization of Products Shelf Space Allocation Based on Product Price Using Multilevel Association Rules. Product allocation, product assortment, and product price have a significant influence on customer buying behavior. With limitation on shelf space, retailer must select, pricing, and allocate the products on shelf space optimally to maximize the profit for retailer. This research is focused on optimizing the products shelf space allocation based on the relationship between product categories and product price using data mining technique, multilevel association rules. Takes advantage of data transactions, 9 associations between categories, 24 associations between subcategories, and 67 associations between products were obtained. By using zero one integer programming selected 61 products with appropriate price that must be maintained to be allocated in the minimarket to maximize the retailer’s profit. The result, product allocation configuration based on the relationship between product categories and product price is shown.

Keywords: Product Allocation, Data Mining, Multilevel Association Rules, Zero One Integer Program, Pricing

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Amrouche, Nawel & Zaccour, Georges.(2007). Shelf space allocation of national and private brands. European Journal of Operational Research, 180, 648-663.

Berman, B & Evans, J.R. (2010). Retailing Management: A Strategic Approach. Prentice Hall.

Broekmeulen, Rob A.C.M., Van Donselaar, Karel H., Fransoo, Jan C., & Van Woensel, Tom.(2004). Excess shelf space in retail stores: An analytical model and empirical assessment. BETA Working Paper Series, 109.

Chen, Mu-Chen & Lin, Chia-Ping. (2007). A data mining approach to product assortment and shelf space allocation. Expert Systems with Application, 32, 976-986.

Costea, Adrian. (2006).The analysis of the telecomunications sector by the means of data mining techniques. Journal of Applied Quantitative Methods.

Cox, Roger & Brittain, Paul.(2000). Retail Mangement 4th Edition. London: Pearson Education Limited.

Ghosh, Avijit.(1994). Retail Management (Second Edition). Orlando: The Dryden Press.

Hansen, Jared M., Raut, Sumit., & Swami, Sanjeev. (2010). Retail Shelf Allocation: A Comparative Analysis of Heuristic and Meta-Heuristic Approaches. Journal of Retailing, 86, 94-105.

Hariga, M.A., Al-Ahmari, A., & Mohamed, AR.A. (2007). A joint optimisation model for inventory replenishment, product assortment, shelf space and display area allocation decisions. European Journal of Operational Research, 181, 239-251.

Hwang, H., Choi, B., & Lee, G. (2009). A genetic algorithm approach to an integrated problem of shelf space design and item allocation. Computers & Industrial Engineering, 56, 809-820.

Hwang, H., Choi, B., & Lee, M. (2005). A model for shelf space allocation and inventory control considering location and inventory level effects on demand. International Journal of Production Economics, 97, 185-195.

Levy, Michael & Weitz, Barton.A.(2001). Retailing Management. New York: McGraw-Hill Companies.

Murray, C.C., Talukdar, D., & Gosavi, A.(2010). Joint Optimization of Product Price, Display Orientation and Shelf-Space Allocation in Retail Category Management. Journal of Retailing, 86, 125-136.

Nafari, Maryam & Shahrabi, Jamal. (2010). A temporal data mining approach for shelf-space allocation with consideration of product price. Expert Systems with Application, 37, 4066-4072.

Pandin, Marina L. (2009). Potret Bisnis Ritel di Indonesia : Pasar Modern. Economic Review, 215.

Srinivasan, Bobby & Sandblom, Carl Louis.(1989). Quantitative Analysis for Business Decisions. Singapore: McGraw-Hill Book Co.

Sujana, Asep. Paradigma Baru dalam Modern Retail Management. Jakarta : WPA ReSULTANT.

Surjandari, Isti & Seruni, Annury C.(2005). Design of Product Placement Layout in Retail Shop Using Market Basket Analysis. Makara Teknologi, vol.9, 43-47.

Taha, Hamdy A. (1997). Operations Research An Introduction (Sixth Edition). New Jersey: Prentice-Hall International Inc.

Utami, C.Whidya.(2010). Manajemen Ritel: Strategi dan Implementasi Operasional Bisnis Ritel Modern di Indonesia. Jakarta: Salemba Empat.

Vercellis, Carlo.(2009). Business Intelligence: Data Mining and Optimization for Decision Making. West Sussex: John Wiley & Sons Ltd.

WPA ReSULTANT.(2002). Overview of Retail Management.

DOI: http://dx.doi.org/10.30813/jiems.v4i2.88


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