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OLAP Technique - An It&C Support for Marketing Managers Decision-Making Process (Case Study: Sales Multidimensional Analysis Applied in Hotel Services Industry)

机译:OLAP技术-为行销经理的决策过程提供It&C支持(案例研究:在酒店服务行业中应用的销售多维分析)

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摘要

In order to generate the enthusiasm and implicitly, the customers loyalty, every organization must efficiently manage a marketing database The information stocked in the databases (gathered by means of the direct contacts with the sales representatives, as a result of some marketing researches, registrations on the companies' websites, etc) allow an efficient management of the customers' portfolio, the determination of a customer profile and an efficient position of the offers on the market by means of the on-line analytical processing (OLAP) technique. In this paper, we emphasize the main capabilities of a CRM software that we developed and applied on the customers' portfolio of a Romanian hotel. The multidimensional analysis of the sales applied to the information about customers stored in the software's database using OLAP technique provides a real support for the marketing managers' decision making process. By testing the functions of this software, we reveal the possibilities to create a personalized CRM strategy, to determine customers' profitability using a RFM model and to determine the best offer positioning, taking into account the distribution of sales according to the most important segmentation criteria, using online analytical processing.
机译:为了产生热情和隐含的客户忠诚度,每个组织都必须有效地管理营销数据库。数据库中存储的信息(由于一些营销研究,与销售代表的注册,是通过与销售代表的直接联系而收集的)公司的网站等)可以通过在线分析处理(OLAP)技术有效地管理客户的产品组合,确定客户资料并在市场上有效地提供报价。在本文中,我们强调了CRM软件的主要功能,该软件是我们开发并应用于罗马尼亚酒店客户资产组合的。使用OLAP技术对应用于存储在软件数据库中的客户信息的销售进行多维分析,为营销经理的决策过程提供了真正的支持。通过测试该软件的功能,我们揭示了创建个性化CRM策略,使用RFM模型确定客户的获利能力以及确定最佳报价定位的可能性,并根据最重要的细分标准考虑了销售分布,使用在线分析处理。

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