Data Warehousing
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Dimensional Model
Guide to Data Warehousing and Business Intelligence

Data Warehouse and Business Intelligence

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Introduction
Internet Communication
Web Server Logs
User Authentication
Web Evolution
Dimensional Model

The following diagram is an example of a dimensional model that can be used to track web access using data consolidated from a web server log, an authenticated or un-authenticated Internet Application and a database containing customer information. By consolidating data in a Data Warehouse, business intelligence about "customers" and un-authenticated visitors can be gleaned.

The dimensions depicted in white represent data that is available from most web server logs.  Normally, the "device" is a personal computer connected to the Internet, however it can also be an automated agent (e.g. robot).  The "country" is the location where the "device" is physically located.  This is not always the location where the visitor is physically located.  The "organization" is normally the ISP that the visitor uses to connect to the Internet.  The "originating URL" is the web page that the visitor is hyper-linking from and the "destination URL" is the web page that the visitor requests. 

 

 

The dimensions shown in yellow represent additional information that is available when the visitor initiates an Internet Application (e.g. e-business, e-commerce).  That application system must programmatically track the visitor through the application and record pages that are visited.

The "customer" dimension is only available when an application "authenticates" a visitor using a login ID and password.  Once identified, the customer can be uniquely identified regardless of how or where he/she is accesses the Internet. 

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