In Egypt the modern as well as the traditional coffee shops are very common and popular.\r\nThe traditional ââ?¬Å?ahwaââ?¬Â existed for centuries and still does. People go there to socialize,\r\nsmoke Hookah, and play table games. Now modern coffee shops are becoming quite popular\r\nand very competitive. To ensure survival in such competition, the introduction of business\r\nintelligence systems and the use of database and data mining techniques are preordained.\r\nThe objective of this research paper is to present methods, that support the decision making\r\nprocess by using data mining techniques with MS Excel tools (and its add-ons). Based on the\r\nRateb study (2013), the ADI modeling approach is used focusing only on the modern coffee\r\nshops in this highly competitive industry.
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