Clustering And Optimization Models for Commercial Decisions Год выпуска: 2011Автор: Xiaojun Chen and Premlal BhattraiИздательство: LAP Lambert Academic PublishingСтраниц: 100ISBN: 9783846537732Описание 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.
Похожие книги
Claude D' Aspremont, International Conference on Institutional and Financial Incentives for, Victor Ginsburgh, Henri Sneessens, Frans Spinnewyn. Institutional and Financial Incentives for Social Insurance. – М.: , 0. – 0 с. NATO Advanced Study Institute on Deposit and Geoenvironmental Models f, Gabor Gaal, Richard B. McCammon. Deposit and Geoenvironmental Models for Resource Exploitation and Environmental Security (NATO Science Series. Partnership Sub-Series 2, Environmental Security, V. 80.). – М.: , 0. – 0 с. United Nations. Economic and Social Commission for Asia and the Pacific. Statistical Yearbook For Asia And The Pacific 2007 (Statistical Yearbook for Asia and the Pacific/Annuaire Statistique Pour L'asie Et Le Pacifique). – М.: , 2008. – 189 с. United Nations. Economic and Social Commission for Asia and the Pacific. Eco-efficiency: A Practical Path to Sustainable Development, a Reference for Eco-efficiency Partnership in North-east Asia (Economic and Social Commision for Asia and the Pacific). – М.: , 2008. – 80 с. United Nations. Economic and Social Commission for Asia and the Pacific. Transport and Communications Bulletin for Asia and the Pacific: Container Transportation by Railways (Economic and Social Commission for Asia and the Pacific). – М.: , 2008. – 126 с. European Commission European Commission and Directorate-General for Research and Innovation Director. Upgrading of High Moisture Low Rank Coal. – М.: LAP Lambert Academic Publishing, 2013. – 100 с. European Commission European Commission and Directorate-General for Research and Innovation Director. Upgrading of High Moisture Low Rank Coal to Hydrogen and Methane. – М.: Dictus Publishing, 2013. – 100 с. European Commission European Commission and Directorate-General for Research and Innovation Director. Sealing of Underground Respositories for Radioactive Waste in Salt. – М.: Dictus Publishing, 2011. – 312 с. European Commission European Commission and Directorate-General for Research and Innovation Director. EU Co-sponsored Research on Reactor Safety/Severe Accidents. – М.: Dictus Publishing, 2013. – 344 с. European Commission European Commission and Directorate-General for Agriculture and Rural Developmen. Genetic Resources in Agriculture 1. – М.: Dictus Publishing, 2013. – 92 с. European Commission European Commission and Directorate-General for Agriculture and Rural Developmen. Genetic Resources in Agriculture. – М.: Dictus Publishing, 2013. – 92 с. European Commission European Commission and Directorate-General for Research and Innovation Director. Environment and Health Funded by the Seventh Framework Programme. – М.: Dictus Publishing, 2013. – 524 с. European Commission European Commission and Directorate-General for Research and Innovation Director. EU Research for the Environment 2007-2013. – М.: Dictus Publishing, 2013. – 52 с. European Commission European Commission and Directorate-General for Research and Innovation Director. Economic Change, Unequal Life-chances and Quality of Life. – М.: Dictus Publishing, 2013. – 152 с. European Commission European Commission and Directorate-General for Research and Innovation Director. Overall Uncertainty Analysis. – М.: Dictus Publishing, 2013. – 248 с. European Commission European Commission and Directorate-General for Agriculture and Rural Developmen. Rural Development in the European Union. – М.: Dictus Publishing, 2013. – 420 с. European Commission European Commission and Directorate-General for Research and Innovation Director. Understanding and Mastering Coal Fired Ashes Geopolymerisation Process. – М.: Dictus Publishing, 2013. – 120 с. Образцы работ
Задайте свой вопрос по вашей теме
Контакты
Поделиться
Мы в социальных сетях
Реклама
Отзывы
Анна Уважаемая Мария, я очень вам благодарна за вашу помощь, спасибо вам большое. Желая вам всего самого-самого хорошего и счастья в семье.
