Utilizing case studies from a variety of business applications, the authors present dimensional modeling techniques for data warehousing. Emphasizing user understandability and query performance, chapters cover techniques in the areas of retail sales , inventory, procurement, order management, customer relationship management, accounting, human resource management, financial services, telecommunications and utilities, transportation, education, health care, electronic commerce, and insurance. Final chapters discuss the construction of the data warehouse framework and future trends.